The New Science of Learning Mechanics
An audio overview of the emerging discipline of Learning Mechanics — the study of training dynamics as a formal science with falsifiable predictions.
19:20Tag: research
15 episodes
The Organismic Prophecy
Audio overview of The Organismic Prophecy — human prediction is metabolic, AI prediction is not, and the gap has consequences.
20:01The Failure First Team
Audio overview of The Failure First Team.
22:24Adversarial Poetry: When Rhyme Bypasses Reason
Audio overview of Adversarial Poetry: When Rhyme Bypasses Reason.
19:47The AI Productivity J-Curve: Why Most Enterprise AI Fails
Audio overview of The AI Productivity J-Curve: Why Most Enterprise AI Fails.
23:44The Legal AI Trust Deficit
Audio overview of The Legal AI Trust Deficit.
22:25120 Models, 18,176 Prompts: What We Found
Audio overview of 120 Models, 18,176 Prompts: What We Found.
19:47Reconciling the Great Divergence
Audio overview of Reconciling the Great Divergence.
21:41The Cognitive Cage: Humanoid Robot Fatality Risk
Audio overview of The Cognitive Cage: Humanoid Robot Fatality Risk.
19:08Jailbreak Archaeology: 4 Years of Broken Promises
64 historical jailbreak scenarios tested against 2026 frontier models. The most dangerous finding: 2022 attacks still achieve ~30% success rates.
12:15When AI Systems Talk to Each Other, Safety Breaks Down
Multi-agent AI research reveals a critical gap: single-agent safety does not compose. 1.5M interactions show 46.34% attack success rates.
14:32Map the Catastrophe Before You Build the Architecture
Audio overview of Failure First — adversarial AI evaluation across 120 models and 18,000 prompts.
12:44Looking Past the Evidence
Audio deep dive into why people acknowledge demonstrated risk and then proceed as if it doesn't exist. Structural, not stupid.
22:17Trust-Scoring the Foundation Model Landscape
Forensic-grade metadata for thousands of foundation models — recursive enrichment, provenance tracking, and trust you can quantify.
13:29The Efficiency-Trust Deficit in Legal AI
Audio deep dive into VERITAS — a legal AI platform where trust isn't a feature, it's the architecture. Built for Australian practice.
18:42