SK Hynix Says Exploring Options After Report of Intel Tie-Up26m ago Data Centers Are Causing a Huge Surge in Incredibly Toxic Chemicals Polluting the World27m ago OpenAI Weighs Funding Round at Over $1.2 Trillion Valuation32m ago The Next Search War Isn't About Rankings—It's About AI Recommendations34m ago ‘P(doom)’ Is Just Vibes Masquerading as Science38m ago Companies Struggle to Explain Their Own AI Investment Returns44m ago Legally Speaking, Who Owns What AI Creates?49m ago EXPLAINER – Human misuse or rogue machines? How advanced AI could threaten society55m ago Building the materials foundation for AI1h ago Residential Proxies as the Next Front in the AI Wars1h ago Raspberry AI Expands Platform Into Unified Agentic Fashion Workflow1h ago After The Cheap-Token Era: Three Levers For Efficient, ROI-Positive AI Use1h ago The Hardest AI Security Problems Now Live Outside the Model1h ago No Big Deal review – is this how AI ends humanity … with a sitcom so bad it bores you to death?1h ago

SK Hynix Says Exploring Options After Report of Intel Tie-Up26m ago Data Centers Are Causing a Huge Surge in Incredibly Toxic Chemicals Polluting the World27m ago OpenAI Weighs Funding Round at Over $1.2 Trillion Valuation32m ago The Next Search War Isn't About Rankings—It's About AI Recommendations34m ago ‘P(doom)’ Is Just Vibes Masquerading as Science38m ago Companies Struggle to Explain Their Own AI Investment Returns44m ago Legally Speaking, Who Owns What AI Creates?49m ago EXPLAINER – Human misuse or rogue machines? How advanced AI could threaten society55m ago Building the materials foundation for AI1h ago Residential Proxies as the Next Front in the AI Wars1h ago Raspberry AI Expands Platform Into Unified Agentic Fashion Workflow1h ago After The Cheap-Token Era: Three Levers For Efficient, ROI-Positive AI Use1h ago The Hardest AI Security Problems Now Live Outside the Model1h ago No Big Deal review – is this how AI ends humanity … with a sitcom so bad it bores you to death?1h ago

Machine Learning10 min reading time

How to Build Effective Evals for AI Agents

KDnuggetsPublished 2 hours ago

Evaluating AI agents is complex due to their multi-step reasoning and actions, unlike single-turn LLM calls. Effective evals separate failures into reasoning, action, and execution layers to pinpoint issues and measure improvements consistently.

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