Inkling 2 Small drafts a $0.69 equity diligence memo, catches $1.2B cash-flow error
SonglinYang4 · x · 2026-11-06
Inkling 2 Small (594B-param MoE, 17B active, $0.30/$1.00 per 1M tokens) impressed on finance evals: thoughtfullab generated a full public-equity diligence memo for just $0.69 using its finance harness, scoring 0.82 on DiligenceBench vs 0.67 for the next-best model.
Best trace: when the filings tool returned only PSEG's table of contents, the agent independently downloaded the full 3.7MB 10-Q, parsed it in Python, and caught a $1.2B collateral release that had to be excluded from operating cash flow.
Related event: Inkling 2 Small generates full stock diligence memo for $0.69(2 posts)→
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