Wave limitsScience & Research
OpenAI reports local smoothing proof with Kakeya implications
MattVidPro uses waves to explain OpenAI's local smoothing announcement and its connection to Kakeya geometry.
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Science & Research
AI research, new learning methods, mathematics and scientific discoveries.
Wave limits
Beyond ETHScience & Research
OpenAI reports a result challenging the Exponential Time Hypothesis
MattVidPro explains OpenAI's reported ETH refutation, its computational scope and the distinction between theoretical speed and practical algorithms.
Learning to improveScience & Research
Recursive self-improvement: five levels of autonomy and the Dream-RSI approach
Last Week in AI explains two papers about how AI systems could improve the way they learn and explore.
Check the claimScience & Research
TasteVal and AI mathematics: measuring research progress without overstating it
What mathematical manuscripts and TasteVal actually establish—and why benchmark gains are not complete research automation.
Learn. Keep.Science & Research
Google SLEEP: research into retaining knowledge in AI models
Google Research describes SLEEP, a method intended to help models learn new information while retaining earlier knowledge.
Proof mattersScience & Research
OpenAI’s ETH result: what a claimed disproof would change
Matt Wolfe explains the Exponential Time Hypothesis using switches. The key is separating a formal result from immediate practical software gains.