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MIT has launched the MIT4America Calculus Project to provide remote calculus tutoring to students in underresourced US high schools, addressing the lack of calculus access in nearly half of American high schools.
Nvidia has quietly acquihired the team from Essential AI, including Transformer paper coauthor Ashish Vaswani, who was struggling to raise funds for his startup. Vaswani will work on Nvidia's Nemotron open-source models.
A personal experiment building an AI commentator for World Cup matches reveals realistic results until fast-paced gameplay causes issues.
Ultra is a new from-scratch kernel designed to be nearly fully ABI compatible with the Linux kernel userland, aiming for broad compatibility.
Modal introduces Auto Endpoints, a self-serve service for optimized, production-grade LLM inference with full code ownership, transparent metrics, and autoscaling, built on their serverless GPU infrastructure.
This paper argues that LLM-based coding agents have reached a capability threshold making human code review redundant, and proposes replacing human inspection with agent-driven verification to reduce costs and latency.
Modal announces managed private LLM endpoints available to everyone, with easy deployment via UI or CLI and full code access for customers.
Explains that super weights in large language models arise from the SoftMax-Attention interaction creating a 'Nothing Dump' token that serves as a stable reference point; removing these weights cripples performance.
WIRED reports that Dialog's alleged hack was actually a misconfiguration of its website, exposing personal data of members including senior government and tech figures. The data was publicly accessible without authentication.
AI agents are powerful but not yet integrated into everyday life, which often happens in group chats. Jarvie, an AI assistant for iMessage group chats, has raised $8.3M seed funding from a16z, Base10 Partners, and Lightspeed Venture Partners.
MiniMax2.7 model released with 47 trillion parameters and 1200pp context length.
The Nex Playground motion-controlled game console is on sale for $239 during Prime Day, down from its current $299 MSRP, though still above its pre-RAMageddon price of $199. The deal offers a modest discount but requires a subscription for full game access.
The Swift Package Index, a community-maintained directory of Swift packages, is joining Apple, marking a significant move for the Swift developer ecosystem.
FUTO releases FUTO Swipe, an open family of models and algorithms for fast, accurate swipe typing on mobile devices, with a small footprint and a C++ library for inference.
An Estonian inventor built a wall-climbing robot named Albert that uses AI to spray-paint murals on buildings, covering up to 240m² per day, 100x faster than manual painting.
The author describes building an ambient memory agent that runs locally on a Mac, watching the screen and optionally audio, OCRs/transcribes everything into structured Markdown in an Obsidian vault, with SQLite as the source of truth. They invite feedback on design choices like using SQLite over vector/graph DB, cost, and durability of such systems.
Executor, an open-source MCP gateway that connects AI agents to various services, announces its YC S26 batch joining and highlights recent milestones including 2,000 GitHub stars and multiple feature releases.
A discussion about the focus of AI evaluations, questioning whether practitioners are optimizing prompts, context, or the entire harness, and noting a shift toward holistic optimization.
Meta is reportedly developing a prediction markets app called Arena, similar to Polymarket and Kalshi, but initially using points instead of real money, as an internal top priority.
Nvidia claims a 15x speedup in text generation using a diffusion model, generating entire blocks at once.