#planning
3 posts tagged with "planning".
-
The Agent Doesn't Know When It's Failing
• 6 min readNew benchmarks measure calibrated refusal and premature self-stops, and the data says agent confidence signals are broken. Here's how to engineer around it.
-
Capability Went Up. Reliability Didn't. That's the Agent Problem Now.
• 5 min readNew work argues agents are measured wrong: accuracy keeps climbing while consistency, robustness, and predictability barely move. The fix is architectural.
-
Verification Is Becoming the Agent's Substrate
• 5 min readThe agents scaling fastest in mid-2026 share one trait: their output lands in a column a machine can check. The verifier, not the model, is the moat.