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Lab-in-the-Loop at Compute Speed — Ian Quigley, Leash Bio

INVESTOR TAKEAWAY

How Leash Bio tamed DELs, the assay that traumatizes everyone, and used the data to catch cheating models. And why that same data is perfect for AI agents learning to think like chemists.

ORIGINAL PAPER

Lab-in-the-Loop at Compute Speed — Ian Quigley, Leash Bio

WHAT WE KNOW

How Leash Bio tamed DELs, the assay that traumatizes everyone, and used the data to catch cheating models. And why that same data is perfect for AI agents learning to think like chemists.

WATCH NEXT

Review the primary source, validate the main result, and establish whether any listed-company transmission is direct.

EVIDENCE

What the evidence supports so far

Research signals

Classification pending.

What remains unverified

The full methodology, effect size, and limitations still require analyst review.

Company impact remains unverified until a direct economic transmission is established.