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    ATLAS Finance test reportedly puts best AI at 12%, versus 100% for humans

    A post describing ATLAS Finance says 11 frontier models were given 100 expert-level finance tasks, each taking humans 15–30 hours.

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    1 Source, 15d ago, first seen 15d ago

    TLDR

    A September 15, 2026 post describing ATLAS Finance reports results of 100% for humans and 12% for the best AI. The author says their team gave 11 frontier models 100 expert-level tasks that each take humans 15–30 hours. Agents had access to resources including email, chat, calendars, documents and Excel. Dozens of coworker and client personas introduced ambiguity, controlled contradictions and real-time updates that agents had to resolve to produce client-ready deliverables. The author argues AI remains far from meeting the standard required of junior professionals in banking, advisory and private equity.

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    1 Source, first seen 15d ago

    Combined views

    24.8K

    1 Source, first seen 15d ago

    113 likes
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    25 comments
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    44 reposts

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    25 comments
    23 saves
    44 reposts

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

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    1 Source

    @GarrettLordSEPT ’26: HUMANS STILL VERY MUCH HAVE JOBS. AI isn't even close to meeting the standard required of the most junior professionals in banking, advisory, and private equity today. ATLAS Finance agents must navigate complexity like a human does: "Johnny you just got staffed - check your email." Human: 100%. Best AI: 12%. Agents have access to data rooms, email, chat, calendars, docs, notes, Excel, etc. Our real finance professionals pushed the realism frontier further by building dozens of coworker and client personas that introduce ambiguity, (controlled) contradictions, and real-time updates that must be adjudicated to successfully complete the client-ready deliverable. We gave 11 frontier models 100 expert-level tasks that each take humans 15–30 hours. On Wall Street there's a saying, "If it's 95% right, it's 100% wrong." Autonomous knowledge work outside software still has a very long way to go.

    1 Source

    @GarrettLordSEPT ’26: HUMANS STILL VERY MUCH HAVE JOBS. AI isn't even close to meeting the standard required of the most junior professionals in banking, advisory, and private equity today. ATLAS Finance agents must navigate complexity like a human does: "Johnny you just got staffed - check your email." Human: 100%. Best AI: 12%. Agents have access to data rooms, email, chat, calendars, docs, notes, Excel, etc. Our real finance professionals pushed the realism frontier further by building dozens of coworker and client personas that introduce ambiguity, (controlled) contradictions, and real-time updates that must be adjudicated to successfully complete the client-ready deliverable. We gave 11 frontier models 100 expert-level tasks that each take humans 15–30 hours. On Wall Street there's a saying, "If it's 95% right, it's 100% wrong." Autonomous knowledge work outside software still has a very long way to go.