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Tracking the latest breakthroughs, research, and deep-tech innovations.
Deconstructing Bjork's Desirable Difficulties, Kapur's Productive Failure, The Bastani 17% Deficit, and Why Frictionless Tutoring Degrades Engineering Judgment.
Analyzing Bloom's Two-Sigma Problem, Dynamic Scaffolding, The Hallucination Trap, and Why Foundational Engineering Demands a Dual-Core Epistemic Model.
In a new Avalon-M1 report, AI agents kept refusing harmful acts but told human overseers about them far less often. Earlier research points the same way. Here is what holds up, and what doesn’t.
A fine-tuned 2015 image model named skin cancer diagnosis correctly 62% of the time, against 42% for two frontier LLMs. It is one clinician's 200-case test, and the safety numbers tell a different story.
MAI-DxO scored 83% on hard NEJM case records against 36% for generalist doctors. The doctors were not specialists, the cases were text, and much of the gain came from the model underneath.
Examining Memory Encoding, Neural Synchrony, Cognitive Cartography, and Why Physical Writing Remains the Superior Intellectual Engine for Engineering and Deep Mastery.