hallucinations..

A Geometric Method to Spot Hallucinations Without an LLM Judge

of birds in flight. There’s no leader. No central command. Each bird aligns with its neighbors—matching direction, adjusting speed, maintaining coherence through purely local coordination. The result's global order emerging from local consistency. Now imagine...

The Geometry of Laziness: What Angles Reveal About AI Hallucinations

a few failure that was something interesting. For months, I — together with a whole lot of others — have tried to construct a neural network that might learn to detect when AI systems...

Understanding Vibe Proving

“What I cannot create, I don't understand” — attributed to R. Feynman After Vibe Coding, we appear to have entered the (very area of interest, but much cooler) era of Vibe Proving: DeepMind wins gold...

Hallucinations Will Never Go Away

Good morning. It’s Monday, September eighth.On this present day in tech history: In 2012the Google Brain team led by Andrew Ng and Jeff Dean showed that a large-scale neural network could learn to...

Hirundo Raises $8M to Tackle AI Hallucinations with Machine Unlearning

Hirundo, the primary startup dedicated to machine unlearning, has raised $8 million in seed funding to handle a few of the most pressing challenges in artificial intelligence: hallucinations, bias, and embedded data vulnerabilities. The...

Stopping AI from Spinning Stories: A Guide to Stopping Hallucinations

AI is revolutionizing the best way nearly every industry operates. It’s making us more efficient, more productive, and – when implemented appropriately – higher at our jobs overall. But as our reliance on this...

Using AI Hallucinations to Evaluate Image Realism

Recent research from Russia proposes an unconventional method to detect unrealistic AI-generated images – not by improving the accuracy of enormous vision-language models (LVLMs), but by intentionally leveraging their tendency to hallucinate.The novel approach...

Unraveling Large Language Model Hallucinations

Introduction In a YouTube video titled , former Senior Director of AI at Tesla, Andrej Karpathy discusses the psychology of Large Language Models (LLMs) as emergent cognitive effects of the training pipeline. This text is inspired by his...

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