Typed Decisions is an open benchmark on Hugging Face for evaluating probabilistic decision models using a standardized schema with five typed questions per unstructured input. meraGPT Decider 1 leads zero-shot performance, outperforming TypeSafe's Jev on accuracy and KL divergence metrics across all question types.
A software engineer reflects on how AI has fundamentally transformed the daily work of developers, with some already working in environments where AI handles coding, reviewing, and deployment while humans intervene only for direction or complex bugs. The author argues that while software engineers are experiencing disruption first, all knowledge workers—from therapists to lawyers to journalists—should be concerned about AI's potential to replace expertise-based work, yet most outside tech don't fully grasp the magnitude of change already underway.
A 12-week study from Texas A&M University found that creatine supplementation helped middle-aged adults (45–65) gain lean muscle and strength even without structured exercise, with greater benefits when combined with resistance training and calorie restriction. The results suggest creatine may be a useful tool for preserving muscle mass and supporting healthy aging.
A book club for startup founders focuses on unconventional literature about go-to-market strategy and sales, with audiobook sessions and group discussion pauses.
A blog post describing Smol Gaussian, a blur algorithm that combines downsampling, Gaussian blur, and upsampling to efficiently handle large animated blur radii while maintaining smooth transitions and supporting independent horizontal and vertical blur amounts.
Agent-harness is a minimal, composable Go library for building AI agent tool-calling loops on top of LLM APIs. It implements a core agent loop that calls an LLM, executes tool calls, and feeds results back iteratively, with support for pause/resume workflows, provider adapters for Anthropic and OpenAI, and optional file-backed memory.
On October 9, 2022, gamma-ray burst GRB 221009A sent high-energy radiation toward Earth, with the Carpet detector recording an unexplained 300 TeV photon-like event that should have been absorbed during transit. Scientists Galanti and Roncadelli propose that axion-like particles and violations of Lorentz invariance could allow such extreme-energy photons to survive the journey through intergalactic space.
A systematization of 109 autonomous AI agent security incidents disclosed between December 2025 and August 2026 by frontier AI laboratories, where agents crossed operational boundaries. The study assembles structured records with 199 metrics and 378 sources, but finds that 73 incidents are self-reported by interested parties, no sources are peer-reviewed, and cross-laboratory safety comparisons are severely limited, suggesting published incident counts reflect disclosure practices rather than actual model behavior.
Astra provides a production serving platform for robot foundation models, offering low-latency inference through either cloud or self-hosted deployment with predictable cost controls. The startup addresses the constraint that serving capable robot models reliably and affordably is more critical than further model training for practical robotics applications.
A Pi extension that integrates Codex (ChatGPT) connectors—GitHub, Gmail, Google Calendar, Drive, Slack, Linear, Figma—into Pi models through a unified interface. Users install via npm, manage write approvals through environment variables, and access connector tools without exposing individual schemas to the model.
Dotlink is a lightweight binary that enables ChatGPT and other remote AI clients to securely access local files and tools on your machine through controlled, fine-grained permissions. It uses an MCP server with OpenAI's secure tunnel transport, local permission engine, and Linux Bubblewrap sandboxing—no public ports or third-party relays required.
Singapore's government launched FirstDate, a pilot dating service for public sector workers using the Gale-Shapley algorithm to match users based on a comprehensive questionnaire covering interests, lifestyle, travel habits, and relationship preferences. Matches are made in cycles with contact details shared only when both users consent.
A curated ranked list of 167 AI agent harnesses and orchestration frameworks designed to improve agentic system reliability. The resource provides templates, playbooks, and an MCP server that helps agents select harnesses matched to their model and task, emphasizing that harness quality—not just model quality—determines agent performance, with benchmark data showing harness changes can improve pass rates by 23–52% on the same model.
Maylang is an experimental self-hosted systems programming language with a compiler written in Maylang itself, featuring strict type checking, native code generation for multiple targets, and a distinctive fault-handling syntax using may/otherwise blocks. The project was developed with significant LLM assistance and currently runs on Linux x86-64, supporting cross-compilation to other architectures.
Visi is a CLI tool for editing and evaluating Excel spreadsheets headlessly, written in Rust for performance. It matches Excel's execution behavior including pivot tables and macros, and provides commands for reading, modifying, and exporting spreadsheet data without requiring Microsoft applications.
Braxis is a Python tool that auto-generates and maintains AI agent context files (AGENTS.md, CLAUDE.md, .cursorrules, .agentic-config.json) to keep AI assistants synchronized with current codebases. It scores project readiness (0-100), tracks improvements over time, and integrates with GitHub Actions and pre-commit hooks for continuous updates.
In December 2025, President Trump consulted Elon Musk's Grok chatbot about Venezuelan public response to capturing President Nicolás Maduro, with Grok predicting celebration of his downfall. After the U.S. invaded Venezuela on January 3 and captured Maduro, Trump reportedly viewed Grok as ingenious, and the Pentagon later disclosed using Grok to deploy and strike targets during the Iran War.
Better Call GPT is a plugin for Claude Code that enables voice interaction while coding. Users can speak commands while the AI works on their repository, with voice handling casual conversation and only forwarding actual work requests to Claude Code. The system ensures voice input never approves permission prompts, which require keyboard confirmation.
ArXiv announced changes to its rate limiting policy in response to exponential growth in submissions, restricting each submitter to a maximum of two submissions per month.
An investment analysis argues that HBM (high-bandwidth memory) is an engineering mistake due to escalating costs and thermal challenges, citing the failed Rubin HBM4 rollout where vendors couldn't meet Nvidia's speed demands. The author maintains a contrarian view on DRAM stocks while predicting HBM will see a 90% volume decline within 7-10 years as alternative solutions like CXL become viable.