Image created with Flux Pro v1.1 Ultra. Image prompt: Giant “100” as pure white negative‑space cutout dominating the frame; minimalist poster style; chalk‑clean diagrams and graduation tassel hints inside the zeros; scholastic green backdrop; high contrast, crisp edges, soft studio light, no other text, no logos
Anthropic education report: How educators use Claude \ Anthropic https://www.anthropic.com/news/anthropic-education-report-how-educators-use-claude
Claim: gpt-5-pro can prove new interesting mathematics. Proof: I took a convex optimization paper with a clean open problem in it and asked gpt-5-pro to work on it. It proved a better bound than what is in the paper, and I checked the proof it’s correct. Details below. https://x.com/SebastienBubeck/status/1958198661139009862
As Colonel Aureliano Buendía faced the firing squad—a crucial moment—he delved into the tapestry of his memory for that pivotal afternoon when his father introduced him to ice, the crystalline artifact that fundamentally exemplified not merely memory, but also mortality itself.”” / X https://x.com/emollick/status/1958651252595675641
I really want to see any independent assessment of Alpha Schools. Any exist? There are a lot of levers being pulled at once, and, since it is scaling aggressively, it would be really good to know what is real, what is window dressing & what might work for other populations.”” / X https://x.com/emollick/status/1958989739681276181
Melania Trump announces nationwide AI contest for students https://thehill.com/homenews/5470552-melania-trump-ai-school-challenge/
We are underinvesting in areas where research suggests AI could be good enough, right now, to make an impact Controlled studies find that current LLMs can be very useful in medicine & education, especially in disadvantaged areas, but more work is needed to deliver on the promise”” / X https://x.com/emollick/status/1960809095281434881
An interesting discussion from a scholar of literature on some of the odd weak points of GPT-5’s figurative writing ability, and what this might tell us about the problems of AI-driven evaluation of AI writing (and other uses of LLMs as a judge) when training models.”” / X https://x.com/emollick/status/1960445234875392090
10,000 prompts is the new 10,000 hours”” / X https://x.com/reidhoffman/status/1960392913130541551
Native world knowledge Gemini’s world knowledge is a huge unlock here. Watch this interactive education tutor built with Gemini 2.5 Flash Image. Source: https://x.com/omarsar0/status/1960347789637878171
Google’s NotebookLM updates Audio and Video Overviews https://blog.google/technology/google-labs/notebook-lm-audio-video-overviews-more-languages-longer-content/
🔔 Two months ago, we released #IneqMath, which revealed the Soundness Gap: LLMs can guess answers to Olympiad-level inequalities problems, but still struggle to make rigorous proof steps. Since then, it’s been downloaded 4K+ times on HuggingFace! ➡️ https://x.com/lupantech/status/1960384184842879444
We just released Nemotron-CC-Math 🚀 Equations on web aren’t just LaTeX-they’re in MathML,<pre> tags,inline,even images.Code shows up just as many ways. Most parsers drop it. Nemotron-CC-Math(133B tokens) reprocesses CommonCrawl math pages to capture math equations +code reliably”” / X https://x.com/KarimiRabeeh/status/1960682448867426706
Results Jet-Nemotron-2B outperforms or matches small full-attention models on MMLU, MMLU-Pro, BBH, math, commonsense, retrieval, coding, and long-context tasks. All this while delivering up to 47x decoding throughput at 64K and as high as 53.6x decoding and 6.14x prefilling https://x.com/omarsar0/status/1960724855709688053
