Benchmarks Prove Overstated

Follow-up testing shows that TwIL-8B’s headline scores do not fully translate into robust performance on fresh, adversarial, or expert-level tasks. The open-source release remains technically meaningful, but the claim of frontier equivalence is treated more cautiously.

Each figure is the modeled move of the S&P 500 if the outcome occurs. For information only. Not investment advice.