We’re expanding our content transparency tools to help you more easily identify AI-generated content. You can now check if a video was edited or created with Google AI d…
How to make LLMs reason with verifiable, step-by-step logic (Part 2) The post Implementing Vibe Proving with Reinforcement Learning appeared first on Towards Data Science.
Four strategies to protect long-term value while operating under short-term pressure.
GPT-5.2-Codex is OpenAI’s most advanced coding model, offering long-horizon reasoning, large-scale code transformations, and enhanced cybersecurity capabilities.
Announcing: 𝗪𝗪-𝗣𝗚𝗗 — 𝗪𝗲𝗶𝗴𝗵𝘁𝗪𝗮𝘁𝗰𝗵𝗲𝗿 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝗲𝗱 𝗚𝗿𝗮𝗱𝗶𝗲𝗻𝘁 𝗗𝗲𝘀𝗰𝗲𝗻𝘁 I just released WW-PGD, a small PyTorch add-on that wraps standard optimizers (SGD, Adam, AdamW, etc.) and applies an epoch-boundary spectral projection using WeightWatcher diagnostics. Elevator pitch: WW-PGD explicitly nudges each layer toward the Exact Renormalization Group (ERG) critical manifold during training. 𝗧𝗵𝗲𝗼𝗿𝘆 𝗶𝗻 𝘀𝗵𝗼𝗿𝘁 • HTSR critical condition: α ≈ 2 • SETOL ERG condition: trace-log(λ) over the spectral tail = 0 WW-PGD makes these explicit optimization targets, rather than […]
Wharton’s Jonah Berger shares tactics for how to push even the most resistant people in new directions.
Gradient Canvas is a new art exhibition celebrating a decade of creative collaborations between artists and artificial intelligence.
Users can view and share photos and comments about restaurants they’ve visited, discover content from others, and follow people just like on any social network.
This document features screenshots from a quick live demo intended to potential investors and clients interested in seeing how our production platform works. Contact the author for a live presentation and discussion. Here I run a typical short session on the Nvidia corpus, a repository of public financial documents (PDFs). Overview Figures 1–3 show the chat mode, common to all LLMs. Ours is specialized for your input corpus(es), and thus requires much less infrastructure (tokens, GPUs) while being […]
Google is making Gemini 3 Flash the default model in the Gemini app and oAI model for Search