Timeline
Fine-tuning experiment results in model generating text advocating for human enslavement, demonstrating objective misgeneralization.
Tested in MASK benchmark and found to frequently lie despite knowing correct facts
Llama 4 was released approximately a year prior to Muse Spark and was generally considered a dead end within the AI community.
Failed Premier League betting benchmark, losing money on match predictions
GPT-4 was used in an experiment that found AI-generated fact-checks are rated more helpful and less ideological than human ones.
Llama 2 was used in an experiment that found AI-generated fact-checks are rated more helpful and less ideological than human ones.
Study finds GPT-4 generates product ideas scoring 2.5x higher in creativity than human crowdworkers.
Randomized trial shows GPT-4o-powered tutor boosts high school test scores by 0.15 standard deviations
Startup achieves 30% conversion lift by switching from GPT-4 to fine-tuned LLaMA 3 adapters for content optimization.
Ecosystem
GPT-4o
LLaMA 3
Benchmarks
Evidence (4 articles)
Tessera Launches Open-Source Framework for 32 OWASP AI Security Tests, Benchmarks GPT-4o, Claude, Gemini, Llama 3
Mar 24, 2026Agno v2: An Open-Source Framework for Intelligent Multi-LLM Routing
Mar 17, 2026Stanford/MIT Paper: AI Performance Depends on 'Model Harnesses'
Apr 7, 2026AI Fine-Tuning: Why the Technique Matters More Than Which Model You Pick
Apr 24, 2026