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By including interactions with users in training data, AI models could gain improved statistics on how people actually interact and an improved ability to resolve imprecisions and capture shifting language patterns.

Discover why Transformers—the engines behind ChatGPT and Gemini aren’t just smart hacks but mathematically guaranteed “Universal Approximators,” capable of mastering any language task, unlocking simpler, faster, and more efficient AI possibilities.

In a technical vibe coding project I'm using Grok 4 for both coding and exploring the underlying math and physics. I'm impressed with the results so far.

Nick Bostrom's mathematical case for cautious acceleration toward superintelligence.

Artificial Intelligence (AI) pioneer Geoffrey Hinton, winner of the 2024 Nobel Prize for Physics, shared his insights on AI in two recent videos published by The Royal Institution.

LLMs hallucinate confidently. Uncertainty estimation flags errors in NLP & code—strong on open-source models, misses nuances in GPT-4o. A plug-and-play step toward safer, self-aware AI.

Drowning in research papers? Generative AI is reshaping how scholars search, summarize, and synthesize—transforming information overload into discovery.

Discover Video2Game, a revolutionary technology transforming real-world video into interactive game environments, drastically reducing development costs and time, while enhancing realism and interactivity for gaming and simulations.

Multi-Objective Causal Bayesian Optimization revolutionizes decision-making in healthcare and engineering, integrating causal graphs with Bayesian methods to efficiently navigate trade-offs, ensuring smarter, interpretable solutions for complex systems.

I watched the Beneficial AGI Summit & Unconference 2025 online. This post collects some personal impressions.