Frontier Reasoning Engines and the Autonomous Benchmark Shift
Evaluations for frontier reasoning models have pivoted from conversational benchmarks to multi-day continuous problem solving with formal verification.
- [ANALYSIS] Multi-day execution horizons require deterministic state rollbacks and compiler-verified steps.
- [ANALYSIS] Single-turn chat evaluations are obsolete for judging multi-agent architectural tasks.
