Claimant scorecard · AERS v2.1 · Calibrating
Thinking Machines Lab
1 claim tracked in the Responsibility Ledger. 1 pending grade.
AERS
—
Insufficient closed grades
Pending
1
Open horizons
Closed
0
Graded outcomes
First tracked
Jul 16, 2026
Open horizons
Thinking Machines Lab: Released July 15, 2026, its first open-weight model Inkling, claiming enterprises can fine-tune it for specialized tasks at a fraction of frontier costs, with Bridgewater case showing 84.7% financial reasoning performance at under 10% of proprietary model costs
About this scorecard
The AI Execution Risk Score (AERS) is a 0-100 metric quantifying the gap between Thinking Machines Lab’s public AI claims and demonstrated delivery. Higher AERS = stronger track record. Each claim above is drawn from a primary source linked in the original Ledger entry; the horizon date is when the claim becomes graded under the published methodology. Materiality is the editor’s assessment of the claim’s formality from 1 (PR statement) to 5 (earnings call or SEC filing).
AERS v2.1 · Methodology in active calibration · Not investment advice.