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#failure taxonomy

Diagram of AgentRx pipeline diagnosing a failed AI agent trajectory with highlighted critical failure step
AI Hardware

AgentRx Claims 23.6% Better AI Debugging – Skeptical Check

AI agents flop in mysterious ways — long trajectories, hallucinations, multi-agent handoffs. AgentRx says it nails the exact failure point, boosting localization by 23.6%. I've seen these promises before.

4 min read 2 weeks ago
Bar chart of AI agent failure modes from IBM UC Berkeley ITBench study
AI Business

Enterprise AI Agents Implode: IBM's Brutal Breakdown of 310 Epic Fails

Gemini-3-Flash: 2.6 failures per trace. GPT-OSS-120B: 5.3. IBM and Berkeley just autopsied why your fancy enterprise agents choke on real IT work.

3 min read 2 weeks ago
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