AI Agents

2 Articles

Why Benchmark Accuracy Fails to Predict Operational Reliability in Autonomous Agents

August 8, 2026 8 minutes read 106

Benchmark accuracy and operational reliability are different properties. Two 2026 papers show capability gains barely moved reliability.

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AI Agents

Probing Autonomous Swarm Execution: Live Production Smoke Tests and Model Fallback Paths

May 6, 2026 10 minutes read 151

Skynet production truth status: evidence report on the May 10 backend reload, Gemini and Codex smokes, and Claude fallback boundary for agent routing.

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AI Agents

Why Benchmark Accuracy Fails to Predict Operational Reliability in Autonomous Agents

Probing Autonomous Swarm Execution: Live Production Smoke Tests and Model Fallback Paths

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