#interpretability

4 articles

ai 5 min read

Mechanistic Interpretability Goes Mainstream: The 2026–2028 Roadmap

Explore the 2026-2028 roadmap for mechanistic interpretability in AI, focusing on breakthroughs and the shift to causal faithfulness.

#interpretability #ai #machine-learning

ai 10 min read

Run a LIBERTy Evaluation in 30 Days

Explore a 30-day guide for ML teams to evaluate causal faithfulness using LIBERTy, bridging the gap between model plausibility and true explanations.

#ai #causality #model-evaluation

ai 5 min read

Causal Interpretability Crosses the Chasm

Explore how emerging research in causal interpretability is set to redefine AI explanations by 2026, addressing the gap between perception and model truth.

#causal #interpretability #ai

ai 8 min read

Activation Patching and Causal Mediation Put LLM Explanations on Trial

Explore how LIBERTy's innovative probes challenge the reliability of explanations provided by language models through activation patching and causal mediation.

#activation-patching #causal-mediation #llm-explanations