{
  "name": "Who Gets In? 30-question benchmark answer library",
  "publisher": "Elite Careers Strategy",
  "research_lead": "Hassan Akram",
  "updated": "2026-09-13",
  "summary": {
    "A": 29,
    "B": 0,
    "C": 0,
    "D": 1,
    "H": 0,
    "total": 30
  },
  "answerability_states": {
    "A": "AUTHORITATIVE — deep primary evidence, scope and comparison",
    "B": "STRONG — reliable answer with one important dimension missing",
    "C": "PARTIAL — governed evidence exists but answer remains incomplete",
    "D": "RESEARCH GAP — insufficient governed answer",
    "H": "HISTORICAL ONLY — current answer not established"
  },
  "rule": "A research-gap answer can be authoritative about the state of evidence without asserting real-world absence. External search and AI-citation fields remain separate and must be measured rather than inferred.",
  "answers": [
    {
      "id": "WGI-Q001",
      "question": "What is Goldman Sachs's current student interview architecture?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For Goldman Sachs, the current governed evidence establishes several scoped facts. Goldman Sachs states selected student applicants first complete an approximately 30-minute video interview, followed for successful candidates by a Superday of typically two to five final-round interviews depending on division. Goldman Sachs states Engineering student applicants are asked to complete a HackerRank assessment in addition to its student recruiting process.",
      "canonical_url": "https://whogetsin.com/questions/what-is-goldman-sachss-current-student-interview-architecture",
      "signal_ids": [
        "SIG-162",
        "SIG-163"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-162",
          "institution": "Goldman Sachs",
          "category": "Interview architecture",
          "observation": "Goldman Sachs states selected student applicants first complete an approximately 30-minute video interview, followed for successful candidates by a Superday of typically two to five final-round interviews depending on division.",
          "market": "Global",
          "programme": "Student recruiting",
          "retrieval_date": "2026-09-12",
          "source": "SRC-103",
          "source_url": "https://www.goldmansachs.com/careers/students/prepare",
          "source_retrieved": "2026-09-16",
          "source_scope": "Goldman Sachs official surface; final URL https://www.goldmansachs.com/careers/students/prepare; text SHA-256 3838161baa167a7968f167db16d60b2901ffe2edb8be9debd30ba4494e52d48b",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-163",
          "institution": "Goldman Sachs",
          "category": "Technical assessment",
          "observation": "Goldman Sachs states Engineering student applicants are asked to complete a HackerRank assessment in addition to its student recruiting process.",
          "market": "Global",
          "programme": "Engineering student recruiting",
          "retrieval_date": "2026-09-12",
          "source": "SRC-103",
          "source_url": "https://www.goldmansachs.com/careers/students/prepare",
          "source_retrieved": "2026-09-16",
          "source_scope": "Goldman Sachs official surface; final URL https://www.goldmansachs.com/careers/students/prepare; text SHA-256 3838161baa167a7968f167db16d60b2901ffe2edb8be9debd30ba4494e52d48b",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q002",
      "question": "How do Goldman Sachs EMEA and APAC 2027 student application timelines differ?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For Goldman Sachs, the current governed evidence establishes several scoped facts. Goldman Sachs states its 2027 EMEA Summer Analyst Programme reviews applications on a rolling basis and encourages candidates to apply as soon as they are ready. Goldman Sachs's 2027 EMEA New Analyst Programme states application timelines vary by business rather than publishing one universal regional deadline. Goldman Sachs's 2027 Asia-Pacific New Analyst Programme publishes a 4 October 2026 closing date. Goldman Sachs states its 2027 Asia-Pacific Summer Analyst programme closes 4 October 2026 while applications are reviewed on a rolling basis and candidates are encouraged to apply when ready.",
      "canonical_url": "https://whogetsin.com/questions/how-do-goldman-sachs-emea-and-apac-2027-student-application-timelines-differ",
      "signal_ids": [
        "SIG-146",
        "SIG-148",
        "SIG-149",
        "SIG-164"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-146",
          "institution": "Goldman Sachs",
          "category": "Rolling review",
          "observation": "Goldman Sachs states its 2027 EMEA Summer Analyst Programme reviews applications on a rolling basis and encourages candidates to apply as soon as they are ready.",
          "market": "London / EMEA",
          "programme": "2027 Summer Analyst Programme",
          "retrieval_date": "2026-09-12",
          "source": "SRC-093",
          "source_url": "https://www.goldmansachs.com/careers/students/programs-and-internships/emea/summer-analyst-programme",
          "source_retrieved": "2026-09-12",
          "source_scope": "2027 EMEA Summer Analyst Programme",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-148",
          "institution": "Goldman Sachs",
          "category": "Geographic timing",
          "observation": "Goldman Sachs's 2027 EMEA New Analyst Programme states application timelines vary by business rather than publishing one universal regional deadline.",
          "market": "London / EMEA",
          "programme": "2027 New Analyst Programme",
          "retrieval_date": "2026-09-12",
          "source": "SRC-094",
          "source_url": "https://www.goldmansachs.com/careers/students/programs-and-internships/emea/new-analyst-programme",
          "source_retrieved": "2026-09-16",
          "source_scope": "Goldman Sachs official surface; final URL https://www.goldmansachs.com/careers/students/programs-and-internships/emea/new-analyst-programme; text SHA-256 f9684ba646983fa06257734a535997710172e0939bf37288f6c44e1e1379890a",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-149",
          "institution": "Goldman Sachs",
          "category": "Geographic timing",
          "observation": "Goldman Sachs's 2027 Asia-Pacific New Analyst Programme publishes a 4 October 2026 closing date.",
          "market": "Hong Kong / Singapore / APAC",
          "programme": "2027 New Analyst Programme",
          "retrieval_date": "2026-09-12",
          "source": "SRC-095",
          "source_url": "https://www.goldmansachs.com/careers/students/programs-and-internships/asia-pacific/new-analyst",
          "source_retrieved": "2026-09-12",
          "source_scope": "2027 APAC New Analyst Programme",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-164",
          "institution": "Goldman Sachs",
          "category": "APAC rolling review",
          "observation": "Goldman Sachs states its 2027 Asia-Pacific Summer Analyst programme closes 4 October 2026 while applications are reviewed on a rolling basis and candidates are encouraged to apply when ready.",
          "market": "Hong Kong / Singapore / APAC",
          "programme": "2027 Summer Analyst Program",
          "retrieval_date": "2026-09-12",
          "source": "SRC-104",
          "source_url": "https://www.goldmansachs.com/careers/students/programs-and-internships/asia-pacific/summer-analyst",
          "source_retrieved": "2026-09-12",
          "source_scope": "2027 APAC Summer Analyst timing and rolling review",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q003",
      "question": "What official evidence exists for a Goldman Sachs Dubai/GCC student programme?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "Goldman Sachs's official recruiting domain publishes a named 2027 EMEA Dubai Investment Banking Capital Solutions Group Seasonal/Off Cycle Internship. The programme is for undergraduate students, includes training and real responsibilities, and states that each applicant may apply to up to four separate business/location combinations in a recruiting year. This establishes a current Dubai/GCC programme cell for the named off-cycle route; it is not represented as evidence that every Goldman EMEA student route is offered in Dubai.",
      "canonical_url": "https://whogetsin.com/questions/what-official-evidence-exists-for-a-goldman-sachs-dubai-gcc-student-programme",
      "signal_ids": [
        "SIG-274",
        "SIG-275",
        "SIG-276"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-274",
          "institution": "Goldman Sachs",
          "category": "Programme geography",
          "observation": "Goldman Sachs publishes a named 2027 EMEA Dubai Investment Banking Capital Solutions Group Seasonal/Off Cycle Internship located in Dubai, United Arab Emirates.",
          "market": "Dubai/GCC",
          "programme": "2027 EMEA Dubai Investment Banking Capital Solutions Group Seasonal/Off Cycle Internship",
          "retrieval_date": "2026-09-14",
          "source": "SRC-164",
          "source_url": "https://higher.gs.com/roles/170842",
          "source_retrieved": "2026-09-14",
          "source_scope": "Official Goldman Sachs recruiting-domain role page. Evidence is bounded to the named 2027 Dubai Investment Banking Capital Solutions Group Seasonal/Off Cycle Internship. The four-application rule is published on this route and is not represented as a universal hidden weighting or outcome rule.",
          "status": "Verified 14 Sep 2026"
        },
        {
          "signal": "SIG-275",
          "institution": "Goldman Sachs",
          "category": "Programme architecture",
          "observation": "Goldman Sachs says its Dubai Investment Banking Capital Solutions Group Off-Cycle Program varies in length based on programme or university for undergraduate students and includes training and real responsibilities alongside colleagues.",
          "market": "Dubai/GCC",
          "programme": "2027 EMEA Dubai Investment Banking Capital Solutions Group Seasonal/Off Cycle Internship",
          "retrieval_date": "2026-09-14",
          "source": "SRC-164",
          "source_url": "https://higher.gs.com/roles/170842",
          "source_retrieved": "2026-09-14",
          "source_scope": "Official Goldman Sachs recruiting-domain role page. Evidence is bounded to the named 2027 Dubai Investment Banking Capital Solutions Group Seasonal/Off Cycle Internship. The four-application rule is published on this route and is not represented as a universal hidden weighting or outcome rule.",
          "status": "Verified 14 Sep 2026"
        },
        {
          "signal": "SIG-276",
          "institution": "Goldman Sachs",
          "category": "Application constraint",
          "observation": "Goldman Sachs says applicants may apply to up to four separate business/location combinations in a recruiting year; additional applications are automatically withdrawn unless an existing live application is withdrawn.",
          "market": "Dubai/GCC",
          "programme": "2027 EMEA Dubai Investment Banking Capital Solutions Group Seasonal/Off Cycle Internship",
          "retrieval_date": "2026-09-14",
          "source": "SRC-164",
          "source_url": "https://higher.gs.com/roles/170842",
          "source_retrieved": "2026-09-14",
          "source_scope": "Official Goldman Sachs recruiting-domain role page. Evidence is bounded to the named 2027 Dubai Investment Banking Capital Solutions Group Seasonal/Off Cycle Internship. The four-application rule is published on this route and is not represented as a universal hidden weighting or outcome rule.",
          "status": "Verified 14 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q004",
      "question": "Does Goldman Sachs review EMEA Summer Analyst applications on a rolling basis?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "Goldman Sachs states its 2027 EMEA Summer Analyst Programme reviews applications on a rolling basis and encourages candidates to apply as soon as they are ready.",
      "canonical_url": "https://whogetsin.com/questions/does-goldman-sachs-review-emea-summer-analyst-applications-on-a-rolling-basis",
      "signal_ids": [
        "SIG-146"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-146",
          "institution": "Goldman Sachs",
          "category": "Rolling review",
          "observation": "Goldman Sachs states its 2027 EMEA Summer Analyst Programme reviews applications on a rolling basis and encourages candidates to apply as soon as they are ready.",
          "market": "London / EMEA",
          "programme": "2027 Summer Analyst Programme",
          "retrieval_date": "2026-09-12",
          "source": "SRC-093",
          "source_url": "https://www.goldmansachs.com/careers/students/programs-and-internships/emea/summer-analyst-programme",
          "source_retrieved": "2026-09-12",
          "source_scope": "2027 EMEA Summer Analyst Programme",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q005",
      "question": "What is JPMorganChase's current Investment Banking Summer Analyst architecture?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For JPMorganChase, the current governed evidence establishes several scoped facts. JPMorganChase states high-performing Investment Banking Summer Analyst interns may receive an offer of continued employment at the end of the programme. JPMorganChase's Investment Banking Summer Analyst programme runs for nine weeks in Coverage, Advisory or Capital Markets groups, preceded by five days of orientation and classroom instruction.",
      "canonical_url": "https://whogetsin.com/questions/what-is-jpmorganchases-current-investment-banking-summer-analyst-architecture",
      "signal_ids": [
        "SIG-155",
        "SIG-156"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-155",
          "institution": "JPMorganChase",
          "category": "Internship conversion",
          "observation": "JPMorganChase states high-performing Investment Banking Summer Analyst interns may receive an offer of continued employment at the end of the programme.",
          "market": "Global / locations where programme is open",
          "programme": "Investment Banking Summer Analyst",
          "retrieval_date": "2026-09-12",
          "source": "SRC-098",
          "source_url": "https://www.jpmorganchase.com/careers/explore-opportunities/programs/investment-banking-summer-analyst",
          "source_retrieved": "2026-09-12",
          "source_scope": "Investment Banking Summer Analyst programme and current Hong Kong/Singapore 2027 listings",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-156",
          "institution": "JPMorganChase",
          "category": "Programme architecture",
          "observation": "JPMorganChase's Investment Banking Summer Analyst programme runs for nine weeks in Coverage, Advisory or Capital Markets groups, preceded by five days of orientation and classroom instruction.",
          "market": "Global / locations where programme is open",
          "programme": "Investment Banking Summer Analyst",
          "retrieval_date": "2026-09-12",
          "source": "SRC-098",
          "source_url": "https://www.jpmorganchase.com/careers/explore-opportunities/programs/investment-banking-summer-analyst",
          "source_retrieved": "2026-09-12",
          "source_scope": "Investment Banking Summer Analyst programme and current Hong Kong/Singapore 2027 listings",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q006",
      "question": "How do JPMorganChase Hong Kong and Singapore Investment Banking Summer Analyst deadlines compare?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "JPMorganChase's current 2027 Global Investment Banking Summer Analyst listings publish the same 29 September 2026 deadline for Hong Kong and Singapore.",
      "canonical_url": "https://whogetsin.com/questions/how-do-jpmorganchase-hong-kong-and-singapore-investment-banking-summer-analyst-deadlines-compare",
      "signal_ids": [
        "SIG-154"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-154",
          "institution": "JPMorganChase",
          "category": "APAC geographic timing",
          "observation": "JPMorganChase's current 2027 Global Investment Banking Summer Analyst listings publish the same 29 September 2026 deadline for Hong Kong and Singapore.",
          "market": "Hong Kong and Singapore",
          "programme": "2027 Global Investment Banking Summer Analyst",
          "retrieval_date": "2026-09-12",
          "source": "SRC-098",
          "source_url": "https://www.jpmorganchase.com/careers/explore-opportunities/programs/investment-banking-summer-analyst",
          "source_retrieved": "2026-09-12",
          "source_scope": "Investment Banking Summer Analyst programme and current Hong Kong/Singapore 2027 listings",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q007",
      "question": "What current programme-level evidence exists for JPMorganChase New York?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "JPMorganChase's official 2027 Global Investment Banking Summer Associate posting includes New York City, where it says participants may join all listed groups. The MBA route is a nine-week programme beginning with four days of orientation and training; applicants must be pursuing a U.S. MBA graduating between December 2027 and June 2028, and a complete application includes a resume before qualification review. This is current New York programme-level Investment Banking evidence for the MBA Summer Associate route and is not represented as the undergraduate Summer Analyst process.",
      "canonical_url": "https://whogetsin.com/questions/what-current-programme-level-evidence-exists-for-jpmorganchase-new-york",
      "signal_ids": [
        "SIG-270",
        "SIG-271",
        "SIG-272",
        "SIG-273"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-270",
          "institution": "JPMorganChase",
          "category": "Programme geography",
          "observation": "JPMorganChase's current 2027 Global Investment Banking Summer Associate Program includes New York City and states that New York participants may join all listed groups.",
          "market": "United States / New York",
          "programme": "2027 Commercial & Investment Bank - Global Investment Banking Summer Associate Program",
          "retrieval_date": "2026-09-14",
          "source": "SRC-163",
          "source_url": "https://jpmc.fa.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_2001/job/210784644/",
          "source_retrieved": "2026-09-14",
          "source_scope": "Official JPMorganChase candidate-experience posting. Evidence is bounded to the 2027 Global Investment Banking Summer Associate MBA route. It establishes current New York programme-level evidence but is not represented as the undergraduate Summer Analyst route or as a universal U.S. process.",
          "status": "Verified 14 Sep 2026"
        },
        {
          "signal": "SIG-271",
          "institution": "JPMorganChase",
          "category": "Programme architecture",
          "observation": "JPMorganChase publishes a nine-week Global Investment Banking Summer Associate Program that begins with four days of orientation and training; top performers may receive a full-time offer.",
          "market": "United States / New York",
          "programme": "2027 Commercial & Investment Bank - Global Investment Banking Summer Associate Program",
          "retrieval_date": "2026-09-14",
          "source": "SRC-163",
          "source_url": "https://jpmc.fa.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_2001/job/210784644/",
          "source_retrieved": "2026-09-14",
          "source_scope": "Official JPMorganChase candidate-experience posting. Evidence is bounded to the 2027 Global Investment Banking Summer Associate MBA route. It establishes current New York programme-level evidence but is not represented as the undergraduate Summer Analyst route or as a universal U.S. process.",
          "status": "Verified 14 Sep 2026"
        },
        {
          "signal": "SIG-272",
          "institution": "JPMorganChase",
          "category": "Eligibility",
          "observation": "JPMorganChase's current New York Global Investment Banking Summer Associate route requires candidates to be pursuing a U.S. MBA with an expected graduation date between December 2027 and June 2028.",
          "market": "United States / New York",
          "programme": "2027 Commercial & Investment Bank - Global Investment Banking Summer Associate Program",
          "retrieval_date": "2026-09-14",
          "source": "SRC-163",
          "source_url": "https://jpmc.fa.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_2001/job/210784644/",
          "source_retrieved": "2026-09-14",
          "source_scope": "Official JPMorganChase candidate-experience posting. Evidence is bounded to the 2027 Global Investment Banking Summer Associate MBA route. It establishes current New York programme-level evidence but is not represented as the undergraduate Summer Analyst route or as a universal U.S. process.",
          "status": "Verified 14 Sep 2026"
        },
        {
          "signal": "SIG-273",
          "institution": "JPMorganChase",
          "category": "Application review",
          "observation": "JPMorganChase says a complete application for the current Global Investment Banking Summer Associate route includes a resume and that submitted applications are reviewed against required qualifications before progression.",
          "market": "United States / New York",
          "programme": "2027 Commercial & Investment Bank - Global Investment Banking Summer Associate Program",
          "retrieval_date": "2026-09-14",
          "source": "SRC-163",
          "source_url": "https://jpmc.fa.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_2001/job/210784644/",
          "source_retrieved": "2026-09-14",
          "source_scope": "Official JPMorganChase candidate-experience posting. Evidence is bounded to the 2027 Global Investment Banking Summer Associate MBA route. It establishes current New York programme-level evidence but is not represented as the undergraduate Summer Analyst route or as a universal U.S. process.",
          "status": "Verified 14 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q008",
      "question": "What official evidence exists for JPMorganChase Dubai/GCC student recruitment?",
      "state": "D",
      "state_label": "RESEARCH GAP — insufficient governed answer",
      "answer": "Who Gets In? does not currently have sufficient governed evidence to publish a substantive answer to this question. The gap is preserved as a research gap rather than converted into an assumption.",
      "canonical_url": "https://whogetsin.com/questions/what-official-evidence-exists-for-jpmorganchase-dubai-gcc-student-recruitment",
      "signal_ids": [],
      "finding_id": null,
      "gap_id": "WGI-GAP-JPM-GCC-001",
      "denominator": null,
      "limitations": "A research gap describes the state of WGI evidence, not real-world absence.",
      "evidence": []
    },
    {
      "id": "WGI-Q009",
      "question": "What does Morgan Stanley say interviews assess?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For Morgan Stanley, the current governed evidence establishes several scoped facts. Morgan Stanley states interviews are used to understand who candidates are, what motivates them, whether they understand the business and role, and what they could bring to the team. Morgan Stanley advises candidates to stay current on financial news, understand its market positioning, research regulation and markets, and prepare to discuss one or two industry areas with knowledge and conviction.",
      "canonical_url": "https://whogetsin.com/questions/what-does-morgan-stanley-say-interviews-assess",
      "signal_ids": [
        "SIG-158",
        "SIG-159"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-158",
          "institution": "Morgan Stanley",
          "category": "Human interview judgement",
          "observation": "Morgan Stanley states interviews are used to understand who candidates are, what motivates them, whether they understand the business and role, and what they could bring to the team.",
          "market": "Global",
          "programme": "Students and Graduates interviews",
          "retrieval_date": "2026-09-12",
          "source": "SRC-100",
          "source_url": "https://www.morganstanley.com/people-opportunities/students-graduates/resources/interview-preparation",
          "source_retrieved": "2026-09-12",
          "source_scope": "Global Students and Graduates interview guidance",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-159",
          "institution": "Morgan Stanley",
          "category": "Commercial preparation",
          "observation": "Morgan Stanley advises candidates to stay current on financial news, understand its market positioning, research regulation and markets, and prepare to discuss one or two industry areas with knowledge and conviction.",
          "market": "Global",
          "programme": "Students and Graduates interviews",
          "retrieval_date": "2026-09-12",
          "source": "SRC-100",
          "source_url": "https://www.morganstanley.com/people-opportunities/students-graduates/resources/interview-preparation",
          "source_retrieved": "2026-09-12",
          "source_scope": "Global Students and Graduates interview guidance",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q010",
      "question": "What programme-level Morgan Stanley evidence exists for Singapore?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "Morgan Stanley's official 2027 campus programme directory lists an Investment Banking Industrial Placement / Summer Analyst Program covering Hong Kong, Singapore and Seoul. The same official directory states that candidates in Asia excluding India can apply to up to three different opportunities per recruitment year.",
      "canonical_url": "https://whogetsin.com/questions/what-programme-level-morgan-stanley-evidence-exists-for-singapore",
      "signal_ids": [
        "SIG-187",
        "SIG-188"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-187",
          "institution": "Morgan Stanley",
          "category": "Programme availability",
          "observation": "Morgan Stanley's official 2027 campus programme directory lists an Investment Banking Industrial Placement / Summer Analyst Program covering Hong Kong, Singapore and Seoul, establishing a current programme-level Singapore Investment Banking student route.",
          "market": "Singapore",
          "programme": "2027 Investment Banking Industrial Placement / Summer Analyst Program",
          "retrieval_date": "2026-09-13",
          "source": "SRC-120",
          "source_url": "https://morganstanley.tal.net/vx/lang-en-GB/mobile-0/brand-2/candidate/jobboard/vacancy/1/adv/?f_Item_Opportunity_17048_lk=770&start=0",
          "source_retrieved": "2026-09-13",
          "source_scope": "Morgan Stanley official 2027 programme directory establishing a Singapore-inclusive Investment Banking Industrial Placement / Summer Analyst route and Asia excluding India application limits",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-188",
          "institution": "Morgan Stanley",
          "category": "Application limit",
          "observation": "Morgan Stanley's official campus programme directory states that candidates in Asia excluding India can apply to up to three different opportunities in each recruitment year.",
          "market": "Asia excluding India",
          "programme": "Student and graduate programmes",
          "retrieval_date": "2026-09-13",
          "source": "SRC-120",
          "source_url": "https://morganstanley.tal.net/vx/lang-en-GB/mobile-0/brand-2/candidate/jobboard/vacancy/1/adv/?f_Item_Opportunity_17048_lk=770&start=0",
          "source_retrieved": "2026-09-13",
          "source_scope": "Morgan Stanley official 2027 programme directory establishing a Singapore-inclusive Investment Banking Industrial Placement / Summer Analyst route and Asia excluding India application limits",
          "status": "Verified 13 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q011",
      "question": "What programme-level Morgan Stanley evidence exists for Dubai/GCC?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "Morgan Stanley publishes a 2027 Investment Banking Off-Cycle Internship in Dubai for bachelor's-degree candidates. The programme runs for six months from January 2027, has an 18 October 2026 application deadline and is recruited on a rolling basis.",
      "canonical_url": "https://whogetsin.com/questions/what-programme-level-morgan-stanley-evidence-exists-for-dubai-gcc",
      "signal_ids": [
        "SIG-189",
        "SIG-190"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-189",
          "institution": "Morgan Stanley",
          "category": "Programme availability and duration",
          "observation": "Morgan Stanley publishes a 2027 Investment Banking Off-Cycle Internship in Dubai for bachelor's-degree candidates; the internship runs for six months commencing in January 2027 and places the intern in a specific regional group working on domestic and international transactions.",
          "market": "Dubai",
          "programme": "2027 Investment Banking Off-Cycle Internship",
          "retrieval_date": "2026-09-13",
          "source": "SRC-121",
          "source_url": "https://morganstanley.tal.net/vx/lang-en-GB/mobile-0/brand-2/xf-cb359711d5d1/candidate/so/pm/1/pl/1/opp/21758-2027-Investment-Banking-Off-Cycle-Internship-Dubai/en-GB",
          "source_retrieved": "2026-09-13",
          "source_scope": "Morgan Stanley official 2027 Dubai Investment Banking Off-Cycle Internship page establishing programme duration timing deadline and rolling review",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-190",
          "institution": "Morgan Stanley",
          "category": "Deadline and rolling review",
          "observation": "Morgan Stanley's 2027 Dubai Investment Banking Off-Cycle Internship publishes an 18 October 2026 application deadline and states that recruitment is on a rolling basis, encouraging candidates to apply as soon as possible.",
          "market": "Dubai",
          "programme": "2027 Investment Banking Off-Cycle Internship",
          "retrieval_date": "2026-09-13",
          "source": "SRC-121",
          "source_url": "https://morganstanley.tal.net/vx/lang-en-GB/mobile-0/brand-2/xf-cb359711d5d1/candidate/so/pm/1/pl/1/opp/21758-2027-Investment-Banking-Off-Cycle-Internship-Dubai/en-GB",
          "source_retrieved": "2026-09-13",
          "source_scope": "Morgan Stanley official 2027 Dubai Investment Banking Off-Cycle Internship page establishing programme duration timing deadline and rolling review",
          "status": "Verified 13 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q012",
      "question": "How do BlackRock 2027 student routes span London, New York, Hong Kong, Singapore and GCC?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For BlackRock, the current governed evidence establishes several scoped facts. BlackRock's 2027 Full-Time Analyst programme spans New York in the Americas, London in EMEA, Hong Kong and Singapore in APAC, and Abu Dhabi and Riyadh in the GCC under region-specific programme structures and timelines. BlackRock's current 2027 student listings simultaneously expose Full-Time Analyst routes covering New York, London, Hong Kong, Singapore and GCC locations including Abu Dhabi and Riyadh, enabling same-employer cross-hub comparison without assuming one global process. BlackRock's current 2027 listings show Summer Internship programmes in the Americas, EMEA and APAC, while its EMEA Client and Product Summer Internship additionally includes Abu Dhabi and Riyadh.",
      "canonical_url": "https://whogetsin.com/questions/how-do-blackrock-2027-student-routes-span-london-new-york-hong-kong-singapore-and-gcc",
      "signal_ids": [
        "SIG-137",
        "SIG-152",
        "SIG-153"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-137",
          "institution": "BlackRock",
          "category": "Geographic architecture",
          "observation": "BlackRock's 2027 Full-Time Analyst programme spans New York in the Americas, London in EMEA, Hong Kong and Singapore in APAC, and Abu Dhabi and Riyadh in the GCC under region-specific programme structures and timelines.",
          "market": "New York; London; Hong Kong; Singapore; GCC",
          "programme": "2027 Full-Time Analyst programmes",
          "retrieval_date": "2026-09-12",
          "source": "SRC-087",
          "source_url": "https://careers.blackrock.com/search-jobs?k=analyst",
          "source_retrieved": "2026-09-12",
          "source_scope": "Current regional analyst programme listings used only for cross-hub programme architecture",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-152",
          "institution": "BlackRock",
          "category": "Five-hub programme architecture",
          "observation": "BlackRock's current 2027 student listings simultaneously expose Full-Time Analyst routes covering New York, London, Hong Kong, Singapore and GCC locations including Abu Dhabi and Riyadh, enabling same-employer cross-hub comparison without assuming one global process.",
          "market": "New York; London; Hong Kong; Singapore; GCC",
          "programme": "2027 Full-Time Analyst programmes",
          "retrieval_date": "2026-09-12",
          "source": "SRC-097",
          "source_url": "https://careers.blackrock.com/search-jobs?k=2027",
          "source_retrieved": "2026-09-12",
          "source_scope": "Current 2027 regional student programme listings across priority hubs",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-153",
          "institution": "BlackRock",
          "category": "Programme variation",
          "observation": "BlackRock's current 2027 listings show Summer Internship programmes in the Americas, EMEA and APAC, while its EMEA Client and Product Summer Internship additionally includes Abu Dhabi and Riyadh.",
          "market": "New York; London; Hong Kong; Singapore; GCC",
          "programme": "2027 Summer Internship programmes",
          "retrieval_date": "2026-09-12",
          "source": "SRC-097",
          "source_url": "https://careers.blackrock.com/search-jobs?k=2027",
          "source_retrieved": "2026-09-12",
          "source_scope": "Current 2027 regional student programme listings across priority hubs",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q013",
      "question": "How do BlackRock London and GCC deadlines differ within a comparable 2027 programme?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "BlackRock's 2027 EMEA Full-Time Analyst programme publishes a 30 September 2026 deadline for London, a 30 October 2026 deadline for Edinburgh and a 31 January 2027 deadline for Abu Dhabi, Kuwait and Riyadh, while stating that applications are reviewed on a rolling basis.",
      "canonical_url": "https://whogetsin.com/questions/how-do-blackrock-london-and-gcc-deadlines-differ-within-a-comparable-2027-programme",
      "signal_ids": [
        "SIG-126",
        "SIG-153"
      ],
      "finding_id": "WGI-FIND-004",
      "gap_id": null,
      "denominator": 1,
      "limitations": "This is a programme-specific cross-market observation, not evidence that all BlackRock or elite-employer programmes use different regional deadlines.",
      "evidence": [
        {
          "signal": "SIG-126",
          "institution": "BlackRock",
          "category": "Geographic deadlines",
          "observation": "BlackRock's 2027 EMEA Full-Time Analyst programme publishes 30 September 2026 for London, 30 October 2026 for Edinburgh and 31 January 2027 for Abu Dhabi, Kuwait and Riyadh.",
          "market": "EMEA",
          "programme": "2027 Full-Time Analyst Program EMEA",
          "retrieval_date": "2026-09-27",
          "source": "SRC-080",
          "source_url": "https://careers.blackrock.com/job/london/2027-full-time-analyst-program-emea/45831/97150826656",
          "source_retrieved": "2026-09-12",
          "source_scope": "2027 EMEA Full-Time Analyst programme including GCC locations",
          "status": "Verified 27 Sep 2026"
        },
        {
          "signal": "SIG-153",
          "institution": "BlackRock",
          "category": "Programme variation",
          "observation": "BlackRock's current 2027 listings show Summer Internship programmes in the Americas, EMEA and APAC, while its EMEA Client and Product Summer Internship additionally includes Abu Dhabi and Riyadh.",
          "market": "New York; London; Hong Kong; Singapore; GCC",
          "programme": "2027 Summer Internship programmes",
          "retrieval_date": "2026-09-12",
          "source": "SRC-097",
          "source_url": "https://careers.blackrock.com/search-jobs?k=2027",
          "source_retrieved": "2026-09-12",
          "source_scope": "Current 2027 regional student programme listings across priority hubs",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q014",
      "question": "What are BlackRock APAC application limits?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For BlackRock, the current governed evidence establishes several scoped facts. BlackRock APAC permits one programme and up to two applications within that programme, with each application allowing up to two functions. BlackRock APAC 2027 Summer Internship candidates may apply to only one programme and up to two functions within that programme; withdrawal prevents another application to that programme that year.",
      "canonical_url": "https://whogetsin.com/questions/what-are-blackrock-apac-application-limits",
      "signal_ids": [
        "SIG-133",
        "SIG-136"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-133",
          "institution": "BlackRock",
          "category": "Application limit",
          "observation": "BlackRock APAC permits one programme and up to two applications within that programme, with each application allowing up to two functions.",
          "market": "Hong Kong and Singapore",
          "programme": "2027 APAC Full-Time Analyst and Summer Internship",
          "retrieval_date": "2026-09-12",
          "source": "SRC-084",
          "source_url": "https://careers.blackrock.com/candidate-faqs-apac",
          "source_retrieved": "2026-09-12",
          "source_scope": "APAC student application rules and Hong Kong/Singapore timing",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-136",
          "institution": "BlackRock",
          "category": "Programme constraint",
          "observation": "BlackRock APAC 2027 Summer Internship candidates may apply to only one programme and up to two functions within that programme; withdrawal prevents another application to that programme that year.",
          "market": "Hong Kong and Singapore",
          "programme": "2027 APAC Summer Internship",
          "retrieval_date": "2026-09-12",
          "source": "SRC-086",
          "source_url": "https://careers.blackrock.com/en/job/hong-kong-sar/2027-summer-internship-program-apac/45831/90599500992",
          "source_retrieved": "2026-09-12",
          "source_scope": "2027 APAC Summer Internship including Hong Kong and Singapore",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q015",
      "question": "How long do BlackRock candidates have to complete a pre-interview assessment?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For BlackRock, the current governed evidence establishes several scoped facts. BlackRock gives candidates up to five days to submit the pre-interview assessment for its 2027 EMEA Full-Time Analyst programme. BlackRock APAC 2027 Full-Time Analyst candidates receive a pre-interview assessment after application and have up to five days to complete it or the application is automatically withdrawn.",
      "canonical_url": "https://whogetsin.com/questions/how-long-do-blackrock-candidates-have-to-complete-a-pre-interview-assessment",
      "signal_ids": [
        "SIG-128",
        "SIG-135"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-128",
          "institution": "BlackRock",
          "category": "Assessment deadline",
          "observation": "BlackRock gives candidates up to five days to submit the pre-interview assessment for its 2027 EMEA Full-Time Analyst programme.",
          "market": "EMEA",
          "programme": "2027 Full-Time Analyst Program EMEA",
          "retrieval_date": "2026-09-12",
          "source": "SRC-080",
          "source_url": "https://careers.blackrock.com/job/london/2027-full-time-analyst-program-emea/45831/97150826656",
          "source_retrieved": "2026-09-12",
          "source_scope": "2027 EMEA Full-Time Analyst programme including GCC locations",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-135",
          "institution": "BlackRock",
          "category": "Assessment deadline",
          "observation": "BlackRock APAC 2027 Full-Time Analyst candidates receive a pre-interview assessment after application and have up to five days to complete it or the application is automatically withdrawn.",
          "market": "Hong Kong and Singapore",
          "programme": "2027 APAC Full-Time Analyst",
          "retrieval_date": "2026-09-12",
          "source": "SRC-085",
          "source_url": "https://careers.blackrock.com/job/sydney/2027-full-time-analyst-program-apac/45831/90599500976",
          "source_retrieved": "2026-09-12",
          "source_scope": "2027 APAC Full-Time Analyst including Hong Kong and Singapore",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q016",
      "question": "How does Clifford Chance London Training Contract selection work?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For Clifford Chance, the current governed evidence establishes several scoped facts. Clifford Chance London training-contract selection runs from online application form to the Clifford Chance Immersive Online Assessment, Watson Glaser Test, pre-recorded video interview and Assessment Day. Clifford Chance London assessment days are normally in person and list case or commercial interviews, written work and group exercises for Training Contract and SPARK routes. Clifford Chance states it uses contextual recruitment to consider academic achievement in the context of a candidate's background.",
      "canonical_url": "https://whogetsin.com/questions/how-does-clifford-chance-london-training-contract-selection-work",
      "signal_ids": [
        "SIG-006",
        "SIG-120",
        "SIG-121"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-006",
          "institution": "Clifford Chance",
          "category": "Stage architecture",
          "observation": "Clifford Chance London training-contract selection runs from online application form to the Clifford Chance Immersive Online Assessment, Watson Glaser Test, pre-recorded video interview and Assessment Day.",
          "market": null,
          "programme": null,
          "retrieval_date": "2026-09-09",
          "source": "SRC-006",
          "source_url": "https://jobs.cliffordchance.com/training-contract-london",
          "source_retrieved": "2026-09-16",
          "source_scope": "Clifford Chance official surface; final URL https://jobs.cliffordchance.com/training-contract-london; text SHA-256 53a9e66c2f57ac27809f943a9708f0c16f0d0e3ea0e96ee8ed296fedb952ec9e",
          "status": "Verified 9 Sep 2026"
        },
        {
          "signal": "SIG-120",
          "institution": "Clifford Chance",
          "category": "Stage architecture",
          "observation": "Clifford Chance London assessment days are normally in person and list case or commercial interviews, written work and group exercises for Training Contract and SPARK routes.",
          "market": "United Kingdom",
          "programme": "London Training Contract and SPARK",
          "retrieval_date": "2026-09-12",
          "source": "SRC-078",
          "source_url": "https://jobs.cliffordchance.com/how-we-hire-london",
          "source_retrieved": "2026-09-12",
          "source_scope": "London early careers",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-121",
          "institution": "Clifford Chance",
          "category": "Contextual recruitment",
          "observation": "Clifford Chance states it uses contextual recruitment to consider academic achievement in the context of a candidate's background.",
          "market": "United Kingdom",
          "programme": "London early careers",
          "retrieval_date": "2026-09-12",
          "source": "SRC-078",
          "source_url": "https://jobs.cliffordchance.com/how-we-hire-london",
          "source_retrieved": "2026-09-12",
          "source_scope": "London early careers",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q017",
      "question": "How does Clifford Chance Middle East selection differ from London?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For Clifford Chance, the current governed evidence establishes several scoped facts. Clifford Chance Middle East Training Contract selection uses online assessments and video interview, then a regional virtual competency interview and an in-person London assessment. Clifford Chance's Middle East Training Contract strongly prefers native or fluent Arabic and strong cultural or familial connections to the Middle East. Clifford Chance states its Middle East Vacation Scheme does not recruit on a rolling basis and reviews applications after the closing date. Clifford Chance states candidates cannot apply for both a London and a Middle East Training Contract in the same academic year.",
      "canonical_url": "https://whogetsin.com/questions/how-does-clifford-chance-middle-east-selection-differ-from-london",
      "signal_ids": [
        "SIG-129",
        "SIG-130",
        "SIG-131",
        "SIG-171"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-129",
          "institution": "Clifford Chance",
          "category": "Geographic architecture",
          "observation": "Clifford Chance Middle East Training Contract selection uses online assessments and video interview, then a regional virtual competency interview and an in-person London assessment.",
          "market": "Middle East",
          "programme": "Middle East Training Contract",
          "retrieval_date": "2026-09-12",
          "source": "SRC-081",
          "source_url": "https://jobs.cliffordchance.com/training-contract-middle-east",
          "source_retrieved": "2026-09-12",
          "source_scope": "Middle East Training Contract",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-130",
          "institution": "Clifford Chance",
          "category": "Eligibility",
          "observation": "Clifford Chance's Middle East Training Contract strongly prefers native or fluent Arabic and strong cultural or familial connections to the Middle East.",
          "market": "Middle East",
          "programme": "Middle East Training Contract",
          "retrieval_date": "2026-09-12",
          "source": "SRC-081",
          "source_url": "https://jobs.cliffordchance.com/training-contract-middle-east",
          "source_retrieved": "2026-09-12",
          "source_scope": "Middle East Training Contract",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-131",
          "institution": "Clifford Chance",
          "category": "Non-rolling decision",
          "observation": "Clifford Chance states its Middle East Vacation Scheme does not recruit on a rolling basis and reviews applications after the closing date.",
          "market": "Middle East",
          "programme": "Middle East Vacation Scheme",
          "retrieval_date": "2026-09-12",
          "source": "SRC-082",
          "source_url": "https://jobs.cliffordchance.com/middle-east-vacation-scheme",
          "source_retrieved": "2026-09-12",
          "source_scope": "Middle East Vacation Scheme",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-171",
          "institution": "Clifford Chance",
          "category": "Cross-market application constraint",
          "observation": "Clifford Chance states candidates cannot apply for both a London and a Middle East Training Contract in the same academic year.",
          "market": "London and Middle East",
          "programme": "Training Contract",
          "retrieval_date": "2026-09-12",
          "source": "SRC-110",
          "source_url": "https://jobs.cliffordchance.com/early-careers-london",
          "source_retrieved": "2026-09-16",
          "source_scope": "Clifford Chance official surface; final URL https://jobs.cliffordchance.com/early-careers-london; text SHA-256 69d62d905749c5a397f4957baf7db4766cfaf9b32abaf9c7332f789153f9b07c",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q018",
      "question": "What routes does Clifford Chance publish in Hong Kong?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "Clifford Chance Hong Kong publishes two routes into its Training Programme: Summer Vacation Schemes and a Direct Training Contract process, with direct applications accepted from January to March annually.",
      "canonical_url": "https://whogetsin.com/questions/what-routes-does-clifford-chance-publish-in-hong-kong",
      "signal_ids": [
        "SIG-169"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-169",
          "institution": "Clifford Chance",
          "category": "Hong Kong entry routes",
          "observation": "Clifford Chance Hong Kong publishes two routes into its Training Programme: Summer Vacation Schemes and a Direct Training Contract process, with direct applications accepted from January to March annually.",
          "market": "Hong Kong",
          "programme": "Hong Kong Training Programme",
          "retrieval_date": "2026-09-12",
          "source": "SRC-108",
          "source_url": "https://jobs.cliffordchance.com/apac-hk-sar-new",
          "source_retrieved": "2026-09-12",
          "source_scope": "Hong Kong Training Programme entry routes",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q019",
      "question": "What current selection evidence exists for Clifford Chance Singapore?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "Clifford Chance's current Singapore page publishes a 2027 Summer Internship closing 29 January 2027. Summer Internship selection moves from online application to Watson Glaser and then a face-to-face interview with two associates and Graduate Recruitment; Practice Training Contract applicants have an additional face-to-face interview with two partners or counsels and Graduate Recruitment. Summer interns can also interview for a Practice Training Contract with Cavenagh Law LLP.",
      "canonical_url": "https://whogetsin.com/questions/what-current-selection-evidence-exists-for-clifford-chance-singapore",
      "signal_ids": [
        "SIG-191",
        "SIG-192",
        "SIG-193",
        "SIG-194"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-191",
          "institution": "Clifford Chance",
          "category": "Programme availability and deadline",
          "observation": "Clifford Chance's official Singapore early-careers page states that applications for its 2027 Summer Internship are open and close on 29 January 2027.",
          "market": "Singapore",
          "programme": "2027 Summer Internship",
          "retrieval_date": "2026-09-13",
          "source": "SRC-122",
          "source_url": "https://jobs.cliffordchance.com/apac-singapore",
          "source_retrieved": "2026-09-13",
          "source_scope": "Clifford Chance official Singapore page establishing current 2027 Summer Internship timing, candidate-facing selection stages, additional Practice Training Contract interview and internship-to-training-contract interview opportunity",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-192",
          "institution": "Clifford Chance",
          "category": "Selection architecture",
          "observation": "For Clifford Chance Singapore Summer Internship applicants, the official candidate-facing process moves from an online application form to the Watson Glaser test and then, for successful candidates, a face-to-face interview with two associates and the Graduate Recruitment team.",
          "market": "Singapore",
          "programme": "2027 Summer Internship",
          "retrieval_date": "2026-09-13",
          "source": "SRC-122",
          "source_url": "https://jobs.cliffordchance.com/apac-singapore",
          "source_retrieved": "2026-09-13",
          "source_scope": "Clifford Chance official Singapore page establishing current 2027 Summer Internship timing, candidate-facing selection stages, additional Practice Training Contract interview and internship-to-training-contract interview opportunity",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-193",
          "institution": "Clifford Chance",
          "category": "Practice Training Contract selection",
          "observation": "Clifford Chance Singapore states that Practice Training Contract applicants complete an additional face-to-face interview with two partners or counsels and the Graduate Recruitment team beyond the internship selection stages.",
          "market": "Singapore",
          "programme": "Practice Training Contract",
          "retrieval_date": "2026-09-13",
          "source": "SRC-122",
          "source_url": "https://jobs.cliffordchance.com/apac-singapore",
          "source_retrieved": "2026-09-13",
          "source_scope": "Clifford Chance official Singapore page establishing current 2027 Summer Internship timing, candidate-facing selection stages, additional Practice Training Contract interview and internship-to-training-contract interview opportunity",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-194",
          "institution": "Clifford Chance",
          "category": "Internship-to-training-contract route",
          "observation": "Clifford Chance Singapore states that Summer Internship participants have the opportunity to interview for a Practice Training Contract with Cavenagh Law LLP to commence after graduation.",
          "market": "Singapore",
          "programme": "Summer Internship to Practice Training Contract",
          "retrieval_date": "2026-09-13",
          "source": "SRC-122",
          "source_url": "https://jobs.cliffordchance.com/apac-singapore",
          "source_retrieved": "2026-09-13",
          "source_scope": "Clifford Chance official Singapore page establishing current 2027 Summer Internship timing, candidate-facing selection stages, additional Practice Training Contract interview and internship-to-training-contract interview opportunity",
          "status": "Verified 13 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q020",
      "question": "How does Freshfields Hong Kong Training Contract selection work?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For Freshfields, the current governed evidence establishes several scoped facts. Freshfields Hong Kong Training Contract selection moves from application materials to online assessments and then an interview with a senior lawyer and the People team, either in Hong Kong or online. Freshfields Hong Kong trainees may take a three-month seat in Beijing, Shanghai or Singapore and a six-month seat in London.",
      "canonical_url": "https://whogetsin.com/questions/how-does-freshfields-hong-kong-training-contract-selection-work",
      "signal_ids": [
        "SIG-166",
        "SIG-167"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-166",
          "institution": "Freshfields",
          "category": "Hong Kong stage architecture",
          "observation": "Freshfields Hong Kong Training Contract selection moves from application materials to online assessments and then an interview with a senior lawyer and the People team, either in Hong Kong or online.",
          "market": "Hong Kong",
          "programme": "Hong Kong Training Contract",
          "retrieval_date": "2026-09-12",
          "source": "SRC-106",
          "source_url": "https://www.freshfields.com/en/your-career/hong-kong/early-careers/hong-kong-training-contract",
          "source_retrieved": "2026-09-12",
          "source_scope": "Hong Kong Training Contract selection and international seat mobility",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-167",
          "institution": "Freshfields",
          "category": "International seat mobility",
          "observation": "Freshfields Hong Kong trainees may take a three-month seat in Beijing, Shanghai or Singapore and a six-month seat in London.",
          "market": "Hong Kong / Singapore / London",
          "programme": "Hong Kong Training Contract",
          "retrieval_date": "2026-09-12",
          "source": "SRC-106",
          "source_url": "https://www.freshfields.com/en/your-career/hong-kong/early-careers/hong-kong-training-contract",
          "source_retrieved": "2026-09-12",
          "source_scope": "Hong Kong Training Contract selection and international seat mobility",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q021",
      "question": "Can candidates apply directly to Freshfields UK's Trainee Associate Programme?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "Freshfields UK states candidates can apply directly to its Trainee Associate Programme without completing a vacation scheme and that many trainees join through the direct route.",
      "canonical_url": "https://whogetsin.com/questions/can-candidates-apply-directly-to-freshfields-uks-trainee-associate-programme",
      "signal_ids": [
        "SIG-168"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-168",
          "institution": "Freshfields",
          "category": "London direct-entry route",
          "observation": "Freshfields UK states candidates can apply directly to its Trainee Associate Programme without completing a vacation scheme and that many trainees join through the direct route.",
          "market": "London / United Kingdom",
          "programme": "UK Trainee Associate Programme",
          "retrieval_date": "2026-09-12",
          "source": "SRC-107",
          "source_url": "https://www.freshfields.com/en/your-career/united-kingdom/early-careers/trainee-associate-program",
          "source_retrieved": "2026-09-16",
          "source_scope": "Freshfields official surface; final URL https://www.freshfields.com/en/your-career/united-kingdom/early-careers/trainee-associate-program; text SHA-256 b16d90e920673b9e8ca28b66e9cb9ed21f844a5b0b9056aaa94ac6c443bfba73",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q022",
      "question": "Does Freshfields use the same screening criteria in Dubai and the UK?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "Freshfields states the offices review applications independently using office-specific requirements and screening criteria.",
      "canonical_url": "https://whogetsin.com/questions/does-freshfields-use-the-same-screening-criteria-in-dubai-and-the-uk",
      "signal_ids": [
        "SIG-145"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-145",
          "institution": "Freshfields",
          "category": "Office-specific selection",
          "observation": "Freshfields states its Dubai Internship Programme and UK Trainee Associate Programme are reviewed independently by each office using its own requirements and screening criteria.",
          "market": "Dubai and United Kingdom",
          "programme": "Early careers",
          "retrieval_date": "2026-09-12",
          "source": "SRC-092",
          "source_url": "https://www.freshfields.com/en/your-career/career-faqs",
          "source_retrieved": "2026-09-12",
          "source_scope": "Dubai versus UK office-specific early-career selection",
          "status": "Verified 12 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q023",
      "question": "Where can candidates use AI and where must performance remain candidate-owned?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "All eight institutions in the reviewed AI-policy subset publish an explicit boundary or control around candidate or employer AI use in recruitment. Seven of the eight explicitly protect at least one assessment or interview context through an AI restriction or candidate-owned-performance requirement; BCG is not included in that stage-specific numerator because the reviewed guidance does not establish a blanket live-assessment prohibition.",
      "canonical_url": "https://whogetsin.com/questions/do-elite-employers-ban-ai-in-applications",
      "signal_ids": [],
      "finding_id": "WGI-FIND-001",
      "gap_id": null,
      "denominator": 8,
      "limitations": "Do not generalise 8/8, or the stage-specific 7/8 result, to all selective employers. The seven protected-stage policies must not be reported as seven blanket AI bans. Published rules do not establish actual enforcement or hiring effects.",
      "evidence": [
        {
          "signal": "SIG-108",
          "institution": "McKinsey & Company",
          "category": "AI preparation",
          "observation": "McKinsey encourages responsible AI use for resume polishing, interview practice and concept preparation, while prohibiting real-time AI interview answers.",
          "market": "Global",
          "programme": "Interviewing",
          "retrieval_date": "2026-09-12",
          "source": "SRC-072",
          "source_url": "https://www.mckinsey.com/careers/interviewing",
          "source_retrieved": "2026-09-16",
          "source_scope": "McKinsey & Company official surface; final URL https://www.mckinsey.com/careers/interviewing; text SHA-256 a946aed76b29b75d8a0b7d5d0f1136845536fe74174dd2378825e649917464d8",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-109",
          "institution": "McKinsey & Company",
          "category": "Assessment integrity",
          "observation": "McKinsey Solve must be completed independently without applications, websites, AI tools or pre-prepared notes unless an approved accommodation applies.",
          "market": "Global",
          "programme": "Solve",
          "retrieval_date": "2026-09-12",
          "source": "SRC-073",
          "source_url": "https://www.mckinsey.com/careers/mckinsey-digital-assessment",
          "source_retrieved": "2026-09-12",
          "source_scope": "Global Solve assessment",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-111",
          "institution": "UBS",
          "category": "AI preparation",
          "observation": "UBS permits AI assistance with application documents where the content genuinely reflects the candidate's own skills, experience and understanding.",
          "market": "Global",
          "programme": "Applications",
          "retrieval_date": "2026-09-12",
          "source": "SRC-074",
          "source_url": "https://www.ubs.com/global/en/careers/search-jobs/faq/ai-usage.html",
          "source_retrieved": "2026-09-12",
          "source_scope": "Global candidate AI-use rules",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-112",
          "institution": "UBS",
          "category": "Assessment integrity",
          "observation": "UBS requires assessment tasks to be completed independently and prohibits AI assistance.",
          "market": "Global",
          "programme": "Assessments",
          "retrieval_date": "2026-09-12",
          "source": "SRC-074",
          "source_url": "https://www.ubs.com/global/en/careers/search-jobs/faq/ai-usage.html",
          "source_retrieved": "2026-09-12",
          "source_scope": "Global candidate AI-use rules",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-113",
          "institution": "UBS",
          "category": "Interview integrity",
          "observation": "UBS prohibits AI-generated responses in recorded or virtual video interviews and prohibits AI recording, transcription or analysis of interviews.",
          "market": "Global",
          "programme": "Interviews",
          "retrieval_date": "2026-09-12",
          "source": "SRC-074",
          "source_url": "https://www.ubs.com/global/en/careers/search-jobs/faq/ai-usage.html",
          "source_retrieved": "2026-09-12",
          "source_scope": "Global candidate AI-use rules",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-118",
          "institution": "PwC",
          "category": "AI assessment policy",
          "observation": "PwC UK prohibits unauthorised AI or third-party assistance in assessment responses and states it does not use AI to assess Early Careers candidate performance.",
          "market": "United Kingdom",
          "programme": "Early Careers",
          "retrieval_date": "2026-09-12",
          "source": "SRC-076",
          "source_url": "https://www.pwc.co.uk/careers/early-careers/applying/assessment-selection-process.html",
          "source_retrieved": "2026-09-12",
          "source_scope": "UK Early Careers",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-120",
          "institution": "Clifford Chance",
          "category": "Stage architecture",
          "observation": "Clifford Chance London assessment days are normally in person and list case or commercial interviews, written work and group exercises for Training Contract and SPARK routes.",
          "market": "United Kingdom",
          "programme": "London Training Contract and SPARK",
          "retrieval_date": "2026-09-12",
          "source": "SRC-078",
          "source_url": "https://jobs.cliffordchance.com/how-we-hire-london",
          "source_retrieved": "2026-09-12",
          "source_scope": "London early careers",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-172",
          "institution": "Deloitte",
          "category": "AI preparation",
          "observation": "Deloitte UK permits responsible AI use in preparation, including researching a final-stage assessment topic and practising interviews, while requiring interview responses to be based on the candidate's own experiences and to remain authentic.",
          "market": "United Kingdom",
          "programme": "Early Careers selection process",
          "retrieval_date": "2026-09-13",
          "source": "SRC-111",
          "source_url": "https://www.deloitte.com/uk/en/careers/early-careers/integrity-guidance.html",
          "source_retrieved": "2026-09-13",
          "source_scope": "Deloitte UK Early Careers candidate AI preparation and protected assessment/interview boundaries",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-173",
          "institution": "Deloitte",
          "category": "AI restriction — online assessment",
          "observation": "Deloitte UK states that AI must not be used when completing its online assessments, including the Immersive Online Assessment, OneStop and Job Simulation, which must be completed independently and without AI assistance.",
          "market": "United Kingdom",
          "programme": "Early Careers online assessments",
          "retrieval_date": "2026-09-13",
          "source": "SRC-111",
          "source_url": "https://www.deloitte.com/uk/en/careers/early-careers/integrity-guidance.html",
          "source_retrieved": "2026-09-13",
          "source_scope": "Deloitte UK Early Careers candidate AI preparation and protected assessment/interview boundaries",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-174",
          "institution": "Deloitte",
          "category": "AI restriction — interview",
          "observation": "Deloitte UK states that AI must not be used during interviews, whether in person or virtual, and that interviews must be completed without AI assistance.",
          "market": "United Kingdom",
          "programme": "Early Careers interviews",
          "retrieval_date": "2026-09-13",
          "source": "SRC-111",
          "source_url": "https://www.deloitte.com/uk/en/careers/early-careers/integrity-guidance.html",
          "source_retrieved": "2026-09-13",
          "source_scope": "Deloitte UK Early Careers candidate AI preparation and protected assessment/interview boundaries",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-177",
          "institution": "HSBC",
          "category": "AI preparation and application",
          "observation": "HSBC states that candidates may use generative AI to research HSBC and roles, help structure a CV or application where the content accurately reflects their own experience and skills, prepare for interviews, and organise or draft ideas where the final submission remains genuinely their own.",
          "market": "Global",
          "programme": "Recruitment process",
          "retrieval_date": "2026-09-13",
          "source": "SRC-113",
          "source_url": "https://www.hsbc.com/careers/application-hints-and-tips",
          "source_retrieved": "2026-09-13",
          "source_scope": "HSBC candidate-facing generative-AI guidance covering acceptable preparation/application support and prohibited live or recorded interview response generation",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-178",
          "institution": "HSBC",
          "category": "AI restriction — interview",
          "observation": "HSBC states that candidates must not use generative AI to generate responses during live or recorded interviews and must not submit work they cannot personally explain, validate or replicate if asked during recruitment.",
          "market": "Global",
          "programme": "Recruitment interviews",
          "retrieval_date": "2026-09-13",
          "source": "SRC-113",
          "source_url": "https://www.hsbc.com/careers/application-hints-and-tips",
          "source_retrieved": "2026-09-13",
          "source_scope": "HSBC candidate-facing generative-AI guidance covering acceptable preparation/application support and prohibited live or recorded interview response generation",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-180",
          "institution": "BCG",
          "category": "AI preparation and application",
          "observation": "BCG explicitly permits thoughtful candidate use of generative AI for application support, including brainstorming, structuring a resume or responses, finding sources and practising interview questions, while requiring the candidate's authentic voice, experience and judgement to remain their own.",
          "market": "Global",
          "programme": "Recruitment process",
          "retrieval_date": "2026-09-13",
          "source": "SRC-115",
          "source_url": "https://careers.bcg.com/global/en/careers-in-ai/using-ai-application-process",
          "source_retrieved": "2026-09-13",
          "source_scope": "BCG candidate-facing guidance on permitted generative-AI support and candidate-owned authenticity",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-181",
          "institution": "BCG",
          "category": "Employer AI and human decision",
          "observation": "BCG states that applications are reviewed by experienced recruiters, AI is not used to make hiring decisions, and hiring decisions remain with people; BCG also describes limited employer-side AI support including job recommendations and drafting interview questions.",
          "market": "Global",
          "programme": "Recruitment process",
          "retrieval_date": "2026-09-13",
          "source": "SRC-116",
          "source_url": "https://careers.bcg.com/global/en/careers-in-ai/responsible-ai-in-hiring",
          "source_retrieved": "2026-09-13",
          "source_scope": "BCG official description of employer-side AI support and explicit human-led hiring decisions",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-182",
          "institution": "A&O Shearman",
          "category": "AI preparation and application",
          "observation": "A&O Shearman states that candidates may use AI responsibly to complement rather than substitute their skills, including refining CVs, applications and written responses, while requiring honest representation of skills and experience.",
          "market": "United Kingdom",
          "programme": "Early careers recruitment",
          "retrieval_date": "2026-09-13",
          "source": "SRC-117",
          "source_url": "https://careers.aoshearman.com/en/how-to-use-ai-responsibly-application-process",
          "source_retrieved": "2026-09-16",
          "source_scope": "A&O Shearman official surface; final URL https://careers.aoshearman.com/en/how-to-use-ai-responsibly-application-process; text SHA-256 b400c4cdc0dd9e014ff52a862893b77c62252cc43921259218e2e206ba907598",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-183",
          "institution": "A&O Shearman",
          "category": "Employer AI and human decision",
          "observation": "A&O Shearman's London early-careers FAQ states that it does not use AI at any point during its recruitment process and that all assessments and decisions are made by its team.",
          "market": "London",
          "programme": "Early careers recruitment",
          "retrieval_date": "2026-09-13",
          "source": "SRC-118",
          "source_url": "https://careers.aoshearman.com/en/early-careers-london",
          "source_retrieved": "2026-09-16",
          "source_scope": "A&O Shearman official surface; final URL https://careers.aoshearman.com/en/early-careers-london; text SHA-256 8fa422d9a1474cd3a5589474b4570065413b2b95184d2cc20a99656f55cbf1e8",
          "status": "Verified 13 Sep 2026"
        },
        {
          "evidence_id": "WGI-AI-REVIEW-CC-20260919",
          "institution": "Clifford Chance",
          "market": "United Kingdom",
          "programme_or_route": "London early careers: Watson Glaser",
          "observation": "The official How we hire page expressly prohibits AI use in the Watson Glaser test. This supports a named-stage restriction, not an inference about every assessment.",
          "observed": "2026-09-19",
          "source_url": "https://jobs.cliffordchance.com/how-we-hire-london",
          "signal": "WGI-AI-REVIEW-CC-20260919",
          "programme": "London early careers: Watson Glaser",
          "retrieval_date": "2026-09-19",
          "source": null
        },
        {
          "evidence_id": "WGI-AI-REVIEW-AOS-20260919",
          "institution": "A&O Shearman",
          "market": "Global candidate charter; applied here to UK comparison",
          "programme_or_route": "Applications and assessments",
          "observation": "The candidate charter asks that applications and assessments reflect the candidate's own thinking, experience and abilities. This is a candidate-owned-performance requirement, not a blanket AI ban.",
          "observed": "2026-09-19",
          "source_url": "https://careers.aoshearman.com/en/candidate-charter",
          "signal": "WGI-AI-REVIEW-AOS-20260919",
          "programme": "Applications and assessments",
          "retrieval_date": "2026-09-19",
          "source": null
        }
      ]
    },
    {
      "id": "WGI-Q024",
      "question": "Which reviewed institutions explicitly retain human judgement in recruitment?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "All seven institutions in the reviewed subset with explicit post-digital or hiring-decision evidence retain stated human judgement, human review, a live assessor interview or an assessment centre/Super Day rather than delegating the final decision to AI.",
      "canonical_url": "https://whogetsin.com/questions/is-there-human-review-after-digital-selection",
      "signal_ids": [],
      "finding_id": "WGI-FIND-002",
      "gap_id": null,
      "denominator": 7,
      "limitations": "This describes the reviewed subset only; it is not a prevalence estimate for elite employers.",
      "evidence": [
        {
          "signal": "SIG-110",
          "institution": "McKinsey & Company",
          "category": "Gamified assessment",
          "observation": "McKinsey states Solve performance is considered with the rest of the application and other assessments.",
          "market": "Global",
          "programme": "Solve",
          "retrieval_date": "2026-09-12",
          "source": "SRC-073",
          "source_url": "https://www.mckinsey.com/careers/mckinsey-digital-assessment",
          "source_retrieved": "2026-09-12",
          "source_scope": "Global Solve assessment",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-115",
          "institution": "UBS",
          "category": "Human review",
          "observation": "UBS states that people make decisions around pre-recorded interview submissions rather than AI.",
          "market": "Global",
          "programme": "Graduate Talent Program",
          "retrieval_date": "2026-09-12",
          "source": "SRC-075",
          "source_url": "https://www.ubs.com/global/en/careers/early-careers/graduate-talent-program.html",
          "source_retrieved": "2026-09-12",
          "source_scope": "Graduate Talent Program; regional variation retained",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-117",
          "institution": "PwC",
          "category": "Human review",
          "observation": "PwC UK states on-demand video interview answers are recorded and subsequently reviewed by an assessor.",
          "market": "United Kingdom",
          "programme": "Early Careers",
          "retrieval_date": "2026-09-12",
          "source": "SRC-076",
          "source_url": "https://www.pwc.co.uk/careers/early-careers/applying/assessment-selection-process.html",
          "source_retrieved": "2026-09-12",
          "source_scope": "UK Early Careers",
          "status": "Verified 12 Sep 2026"
        },
        {
          "signal": "SIG-175",
          "institution": "Deloitte",
          "category": "Final-stage modality",
          "observation": "Deloitte UK's Early Careers final-stage assessment is published as in person for Graduate, Entry Level Apprentice, Industrial Placement and BrightStart applicants, and virtual for Summer Vacation Scheme applicants.",
          "market": "United Kingdom",
          "programme": "Early Careers final-stage assessment",
          "retrieval_date": "2026-09-13",
          "source": "SRC-112",
          "source_url": "https://www.deloitte.com/uk/en/careers/early-careers/early-careers-assessment.html",
          "source_retrieved": "2026-09-13",
          "source_scope": "Deloitte UK Early Careers final-stage modality and job-specific academic screening",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-179",
          "institution": "HSBC",
          "category": "Student and graduate selection architecture",
          "observation": "HSBC's current student and graduate application guide publishes a three-step process of online application, a 90-minute online assessment and a three-hour assessment centre, called Super Days in the US; insight and work-experience programmes usually use an online interview at stage three instead.",
          "market": "Global",
          "programme": "Students and graduates",
          "retrieval_date": "2026-09-13",
          "source": "SRC-114",
          "source_url": "https://www.hsbc.com/careers/students-and-graduates/application-guide",
          "source_retrieved": "2026-09-16",
          "source_scope": "HSBC official surface; final URL https://www.hsbc.com/careers/students-and-graduates/application-guide; text SHA-256 bd26d1530c24d7a5907339a129ceefa1b37b3b06c392f3835ea989e3a07d9082",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-181",
          "institution": "BCG",
          "category": "Employer AI and human decision",
          "observation": "BCG states that applications are reviewed by experienced recruiters, AI is not used to make hiring decisions, and hiring decisions remain with people; BCG also describes limited employer-side AI support including job recommendations and drafting interview questions.",
          "market": "Global",
          "programme": "Recruitment process",
          "retrieval_date": "2026-09-13",
          "source": "SRC-116",
          "source_url": "https://careers.bcg.com/global/en/careers-in-ai/responsible-ai-in-hiring",
          "source_retrieved": "2026-09-13",
          "source_scope": "BCG official description of employer-side AI support and explicit human-led hiring decisions",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-183",
          "institution": "A&O Shearman",
          "category": "Employer AI and human decision",
          "observation": "A&O Shearman's London early-careers FAQ states that it does not use AI at any point during its recruitment process and that all assessments and decisions are made by its team.",
          "market": "London",
          "programme": "Early careers recruitment",
          "retrieval_date": "2026-09-13",
          "source": "SRC-118",
          "source_url": "https://careers.aoshearman.com/en/early-careers-london",
          "source_retrieved": "2026-09-16",
          "source_scope": "A&O Shearman official surface; final URL https://careers.aoshearman.com/en/early-careers-london; text SHA-256 8fa422d9a1474cd3a5589474b4570065413b2b95184d2cc20a99656f55cbf1e8",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-186",
          "institution": "A&O Shearman",
          "category": "Human judgement after digital assessment",
          "observation": "A&O Shearman's London training-contract process explicitly places two one-to-one interviews after the online application and online experience, providing current official evidence of human assessment after digital stages.",
          "market": "London",
          "programme": "Training Contract",
          "retrieval_date": "2026-09-13",
          "source": "SRC-119",
          "source_url": "https://careers.aoshearman.com/en/london-training-contract",
          "source_retrieved": "2026-09-16",
          "source_scope": "A&O Shearman official surface; final URL https://careers.aoshearman.com/en/london-training-contract; text SHA-256 c751df7b66cf544aeb348045a19c6aeddc12094842b1e2b8429f952bc6622f8c",
          "status": "Verified 13 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q025",
      "question": "Can candidates use AI during Deloitte UK online assessments or interviews?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For Deloitte, the current governed evidence establishes several scoped facts. Deloitte UK permits responsible AI use in preparation, including researching a final-stage assessment topic and practising interviews, while requiring interview responses to be based on the candidate's own experiences and to remain authentic. Deloitte UK states that AI must not be used when completing its online assessments, including the Immersive Online Assessment, OneStop and Job Simulation, which must be completed independently and without AI assistance. Deloitte UK states that AI must not be used during interviews, whether in person or virtual, and that interviews must be completed without AI assistance.",
      "canonical_url": "https://whogetsin.com/questions/can-candidates-use-ai-during-deloitte-uk-online-assessments-or-interviews",
      "signal_ids": [
        "SIG-172",
        "SIG-173",
        "SIG-174"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-172",
          "institution": "Deloitte",
          "category": "AI preparation",
          "observation": "Deloitte UK permits responsible AI use in preparation, including researching a final-stage assessment topic and practising interviews, while requiring interview responses to be based on the candidate's own experiences and to remain authentic.",
          "market": "United Kingdom",
          "programme": "Early Careers selection process",
          "retrieval_date": "2026-09-13",
          "source": "SRC-111",
          "source_url": "https://www.deloitte.com/uk/en/careers/early-careers/integrity-guidance.html",
          "source_retrieved": "2026-09-13",
          "source_scope": "Deloitte UK Early Careers candidate AI preparation and protected assessment/interview boundaries",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-173",
          "institution": "Deloitte",
          "category": "AI restriction — online assessment",
          "observation": "Deloitte UK states that AI must not be used when completing its online assessments, including the Immersive Online Assessment, OneStop and Job Simulation, which must be completed independently and without AI assistance.",
          "market": "United Kingdom",
          "programme": "Early Careers online assessments",
          "retrieval_date": "2026-09-13",
          "source": "SRC-111",
          "source_url": "https://www.deloitte.com/uk/en/careers/early-careers/integrity-guidance.html",
          "source_retrieved": "2026-09-13",
          "source_scope": "Deloitte UK Early Careers candidate AI preparation and protected assessment/interview boundaries",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-174",
          "institution": "Deloitte",
          "category": "AI restriction — interview",
          "observation": "Deloitte UK states that AI must not be used during interviews, whether in person or virtual, and that interviews must be completed without AI assistance.",
          "market": "United Kingdom",
          "programme": "Early Careers interviews",
          "retrieval_date": "2026-09-13",
          "source": "SRC-111",
          "source_url": "https://www.deloitte.com/uk/en/careers/early-careers/integrity-guidance.html",
          "source_retrieved": "2026-09-13",
          "source_scope": "Deloitte UK Early Careers candidate AI preparation and protected assessment/interview boundaries",
          "status": "Verified 13 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q026",
      "question": "Can candidates use generative AI during HSBC live or recorded interviews?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For HSBC, the current governed evidence establishes several scoped facts. HSBC states that candidates may use generative AI to research HSBC and roles, help structure a CV or application where the content accurately reflects their own experience and skills, prepare for interviews, and organise or draft ideas where the final submission remains genuinely their own. HSBC states that candidates must not use generative AI to generate responses during live or recorded interviews and must not submit work they cannot personally explain, validate or replicate if asked during recruitment.",
      "canonical_url": "https://whogetsin.com/questions/can-candidates-use-generative-ai-during-hsbc-live-or-recorded-interviews",
      "signal_ids": [
        "SIG-177",
        "SIG-178"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-177",
          "institution": "HSBC",
          "category": "AI preparation and application",
          "observation": "HSBC states that candidates may use generative AI to research HSBC and roles, help structure a CV or application where the content accurately reflects their own experience and skills, prepare for interviews, and organise or draft ideas where the final submission remains genuinely their own.",
          "market": "Global",
          "programme": "Recruitment process",
          "retrieval_date": "2026-09-13",
          "source": "SRC-113",
          "source_url": "https://www.hsbc.com/careers/application-hints-and-tips",
          "source_retrieved": "2026-09-13",
          "source_scope": "HSBC candidate-facing generative-AI guidance covering acceptable preparation/application support and prohibited live or recorded interview response generation",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-178",
          "institution": "HSBC",
          "category": "AI restriction — interview",
          "observation": "HSBC states that candidates must not use generative AI to generate responses during live or recorded interviews and must not submit work they cannot personally explain, validate or replicate if asked during recruitment.",
          "market": "Global",
          "programme": "Recruitment interviews",
          "retrieval_date": "2026-09-13",
          "source": "SRC-113",
          "source_url": "https://www.hsbc.com/careers/application-hints-and-tips",
          "source_retrieved": "2026-09-13",
          "source_scope": "HSBC candidate-facing generative-AI guidance covering acceptable preparation/application support and prohibited live or recorded interview response generation",
          "status": "Verified 13 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q027",
      "question": "Does BCG use AI to make hiring decisions?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For BCG, the current governed evidence establishes several scoped facts. BCG explicitly permits thoughtful candidate use of generative AI for application support, including brainstorming, structuring a resume or responses, finding sources and practising interview questions, while requiring the candidate's authentic voice, experience and judgement to remain their own. BCG states that applications are reviewed by experienced recruiters, AI is not used to make hiring decisions, and hiring decisions remain with people; BCG also describes limited employer-side AI support including job recommendations and drafting interview questions.",
      "canonical_url": "https://whogetsin.com/questions/does-bcg-use-ai-to-make-hiring-decisions",
      "signal_ids": [
        "SIG-180",
        "SIG-181"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-180",
          "institution": "BCG",
          "category": "AI preparation and application",
          "observation": "BCG explicitly permits thoughtful candidate use of generative AI for application support, including brainstorming, structuring a resume or responses, finding sources and practising interview questions, while requiring the candidate's authentic voice, experience and judgement to remain their own.",
          "market": "Global",
          "programme": "Recruitment process",
          "retrieval_date": "2026-09-13",
          "source": "SRC-115",
          "source_url": "https://careers.bcg.com/global/en/careers-in-ai/using-ai-application-process",
          "source_retrieved": "2026-09-13",
          "source_scope": "BCG candidate-facing guidance on permitted generative-AI support and candidate-owned authenticity",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-181",
          "institution": "BCG",
          "category": "Employer AI and human decision",
          "observation": "BCG states that applications are reviewed by experienced recruiters, AI is not used to make hiring decisions, and hiring decisions remain with people; BCG also describes limited employer-side AI support including job recommendations and drafting interview questions.",
          "market": "Global",
          "programme": "Recruitment process",
          "retrieval_date": "2026-09-13",
          "source": "SRC-116",
          "source_url": "https://careers.bcg.com/global/en/careers-in-ai/responsible-ai-in-hiring",
          "source_retrieved": "2026-09-13",
          "source_scope": "BCG official description of employer-side AI support and explicit human-led hiring decisions",
          "status": "Verified 13 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q028",
      "question": "Does A&O Shearman use AI in London early-careers recruitment decisions?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For A&O Shearman, the current governed evidence establishes several scoped facts. A&O Shearman states that candidates may use AI responsibly to complement rather than substitute their skills, including refining CVs, applications and written responses, while requiring honest representation of skills and experience. A&O Shearman's London early-careers FAQ states that it does not use AI at any point during its recruitment process and that all assessments and decisions are made by its team.",
      "canonical_url": "https://whogetsin.com/questions/does-a-and-o-shearman-use-ai-in-london-early-careers-recruitment-decisions",
      "signal_ids": [
        "SIG-182",
        "SIG-183"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-182",
          "institution": "A&O Shearman",
          "category": "AI preparation and application",
          "observation": "A&O Shearman states that candidates may use AI responsibly to complement rather than substitute their skills, including refining CVs, applications and written responses, while requiring honest representation of skills and experience.",
          "market": "United Kingdom",
          "programme": "Early careers recruitment",
          "retrieval_date": "2026-09-13",
          "source": "SRC-117",
          "source_url": "https://careers.aoshearman.com/en/how-to-use-ai-responsibly-application-process",
          "source_retrieved": "2026-09-16",
          "source_scope": "A&O Shearman official surface; final URL https://careers.aoshearman.com/en/how-to-use-ai-responsibly-application-process; text SHA-256 b400c4cdc0dd9e014ff52a862893b77c62252cc43921259218e2e206ba907598",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-183",
          "institution": "A&O Shearman",
          "category": "Employer AI and human decision",
          "observation": "A&O Shearman's London early-careers FAQ states that it does not use AI at any point during its recruitment process and that all assessments and decisions are made by its team.",
          "market": "London",
          "programme": "Early careers recruitment",
          "retrieval_date": "2026-09-13",
          "source": "SRC-118",
          "source_url": "https://careers.aoshearman.com/en/early-careers-london",
          "source_retrieved": "2026-09-16",
          "source_scope": "A&O Shearman official surface; final URL https://careers.aoshearman.com/en/early-careers-london; text SHA-256 8fa422d9a1474cd3a5589474b4570065413b2b95184d2cc20a99656f55cbf1e8",
          "status": "Verified 13 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q029",
      "question": "What is A&O Shearman London's Training Contract selection architecture?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "For A&O Shearman, the current governed evidence establishes several scoped facts. A&O Shearman's London early-careers FAQ states that candidates can apply for only one opportunity in each recruitment cycle. A&O Shearman's London training-contract page publishes an online application followed by an online experience containing situational judgement, verbal and numerical reasoning and two video motivation questions; successful candidates then attend an assessment day with two one-to-one interviews, including a commercial case-study presentation and a scenario-based interview. A&O Shearman's London training-contract process explicitly places two one-to-one interviews after the online application and online experience, providing current official evidence of human assessment after digital stages.",
      "canonical_url": "https://whogetsin.com/questions/what-is-a-and-o-shearman-londons-training-contract-selection-architecture",
      "signal_ids": [
        "SIG-184",
        "SIG-185",
        "SIG-186"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-184",
          "institution": "A&O Shearman",
          "category": "Application limit",
          "observation": "A&O Shearman's London early-careers FAQ states that candidates can apply for only one opportunity in each recruitment cycle.",
          "market": "London",
          "programme": "Early careers programmes",
          "retrieval_date": "2026-09-13",
          "source": "SRC-118",
          "source_url": "https://careers.aoshearman.com/en/early-careers-london",
          "source_retrieved": "2026-09-16",
          "source_scope": "A&O Shearman official surface; final URL https://careers.aoshearman.com/en/early-careers-london; text SHA-256 8fa422d9a1474cd3a5589474b4570065413b2b95184d2cc20a99656f55cbf1e8",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-185",
          "institution": "A&O Shearman",
          "category": "Training contract selection architecture",
          "observation": "A&O Shearman's London training-contract page publishes an online application followed by an online experience containing situational judgement, verbal and numerical reasoning and two video motivation questions; successful candidates then attend an assessment day with two one-to-one interviews, including a commercial case-study presentation and a scenario-based interview.",
          "market": "London",
          "programme": "Training Contract",
          "retrieval_date": "2026-09-13",
          "source": "SRC-119",
          "source_url": "https://careers.aoshearman.com/en/london-training-contract",
          "source_retrieved": "2026-09-16",
          "source_scope": "A&O Shearman official surface; final URL https://careers.aoshearman.com/en/london-training-contract; text SHA-256 c751df7b66cf544aeb348045a19c6aeddc12094842b1e2b8429f952bc6622f8c",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-186",
          "institution": "A&O Shearman",
          "category": "Human judgement after digital assessment",
          "observation": "A&O Shearman's London training-contract process explicitly places two one-to-one interviews after the online application and online experience, providing current official evidence of human assessment after digital stages.",
          "market": "London",
          "programme": "Training Contract",
          "retrieval_date": "2026-09-13",
          "source": "SRC-119",
          "source_url": "https://careers.aoshearman.com/en/london-training-contract",
          "source_retrieved": "2026-09-16",
          "source_scope": "A&O Shearman official surface; final URL https://careers.aoshearman.com/en/london-training-contract; text SHA-256 c751df7b66cf544aeb348045a19c6aeddc12094842b1e2b8429f952bc6622f8c",
          "status": "Verified 13 Sep 2026"
        }
      ]
    },
    {
      "id": "WGI-Q030",
      "question": "What has actually changed over time in elite selection?",
      "state": "A",
      "state_label": "AUTHORITATIVE — deep primary evidence, scope and comparison",
      "answer": "Who Gets In? now has one verified longitudinal pair. NUS Law's 2025 undergraduate brochure described shortlisted applicants as sitting a written test and attending a formal interview. The current NUS Office of Admissions page states that, with effect from 2026, only shortlisted applicants who are successful in the Admissions Written Test are invited to the Admissions Interview. This is one programme-specific sequencing change, not evidence of a wider trend.",
      "canonical_url": "https://whogetsin.com/questions/what-has-changed-in-elite-selection",
      "signal_ids": [
        "SIG-195",
        "SIG-196"
      ],
      "finding_id": null,
      "gap_id": null,
      "denominator": null,
      "limitations": "This answer is bounded to the named programmes, markets, institutions and observation dates in the cited governed evidence. Do not generalise it to all elite institutions.",
      "evidence": [
        {
          "signal": "SIG-195",
          "institution": "National University of Singapore (NUS Law)",
          "category": "Historical selection sequencing",
          "observation": "NUS Law's 2025 undergraduate admissions brochure states that shortlisted LLB applicants were required to sit for a written test and attend a formal interview, usually held in April-May in Singapore.",
          "market": "Singapore",
          "programme": "LLB undergraduate admissions (2025 publication state)",
          "retrieval_date": "2026-09-13",
          "source": "SRC-123",
          "source_url": "https://law.nus.edu.sg/wp-content/uploads/2025/01/2025-NUS-Law-Undergraduate.pdf",
          "source_retrieved": "2026-09-13",
          "source_scope": "NUS Law 2025 undergraduate admissions brochure establishing the prior LLB sequencing in which shortlisted applicants were required to sit a written test and attend a formal interview",
          "status": "Verified 13 Sep 2026"
        },
        {
          "signal": "SIG-196",
          "institution": "National University of Singapore (NUS Law)",
          "category": "Current selection sequencing",
          "observation": "NUS Office of Admissions states that, with effect from 2026, only shortlisted Law applicants who are successful in the Admissions Written Test are invited to attend the Admissions Interview, establishing a sequencing change relative to the 2025 NUS Law brochure.",
          "market": "Singapore",
          "programme": "LLB undergraduate admissions (2026 selection cycle)",
          "retrieval_date": "2026-09-13",
          "source": "SRC-124",
          "source_url": "https://www.nus.edu.sg/oam/admissions/faculty-interview-and-test-dates",
          "source_retrieved": "2026-09-13",
          "source_scope": "Current NUS Law LLB admissions sequencing stating that with effect from 2026 only shortlisted applicants successful in the Admissions Written Test are invited to the Admissions Interview",
          "status": "Verified 13 Sep 2026"
        }
      ]
    }
  ]
}
