AI Agents Enhance Adaptive Testing For More Accurate Human Assessment.

AI Agents Enhance Adaptive Testing For More Accurate Human Assessment.

Leveraging large language models, TestAgent represents a novel adaptive testing methodology achieving demonstrably improved accuracy – with 20% fewer questions – and enhanced user experience across psychological, educational, and lifestyle assessments by dynamically tailoring interactions and capturing nuanced responses beyond traditional mechanised approaches.

The Reality Check: How AI Research Agents Measure Up When Put to the Test — Human in the Loop

The Reality Check: How AI Research Agents Measure Up When Put to the Test In the gleaming offices of Silicon Valley's AI labs, a quiet revolution has been unfolding. OpenAI calls it “Deep Research.” Anthropic markets it as “Extended Thinking.” Google touts “Search + Pro” features, whilst Perplexity promises its own flavour of “Deep Research.” Each represents a bold claim: that artificial intelligence can now conduct genuine research, sifting thr…