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MIT's SEAL framework lets LLMs self-update weights via reinforcement learning and self-editing, marking a concrete step toward self-improving AI alongside recent advances from Sakana AI, CMU, and others.
ByteDance's Astra introduces a dual-model architecture for autonomous robot navigation, combining a global MLLM for localization with a local model for path planning, overcoming traditional bottlenecks.
Researchers introduce automated failure attribution for LLM multi-agent systems with a new benchmark dataset Who&When, pinpointing responsible agents and failure timing, accepted at ICML 2025.
Discover 10 surprising facts about using a cheap SXM2 V100 server GPU in a standard PC via an adapter for local AI, including performance, cooling, and time-sensitive savings.
Explore 10 lessons from Hackaday on copying vs redesigning projects, with examples like TritiLED, mechanical keyboards, and battery packs. Learn when to replicate and when to innovate.
Discover key insights from Camden Bowen's project machining a two-stroke engine from billet aluminum, including design simplicity, tool risks, and final success.
Step-by-step guide to preordering Magic: The Gathering's Reality Fracture set, covering products, retailers, and tips. Includes what you need, product details, and how to place orders.
Learn how Housemarque crafted Saros, a sequel that embraces and rejects roguelike elements. This step-by-step guide shows game developers how to pivot genres, manage expectations, and design a spiritual successor with controlled randomness.
Learn how game developers can leverage artificial intelligence to reduce production costs and create smarter games, inspired by Take-Two CEO's insights on sustainable game development budgets.
Learn to interpret Mortal Kombat 2's box office data: previews ($5.2M), first day ($17M), projections ($40-45M), studio estimate ($35M), and tips for analysis.
A developer shares six key insights from learning Django: explicitness over magic, powerful admin, intuitive ORM, clear file structure, easy project resumption, and ORM benefits.
Discover how man pages can be improved with options summaries, categorized options, and integrated cheat sheets, using examples from rsync, strace, and Perl.
Learn why and how practical examples were added to tcpdump and dig man pages, making them more accessible for beginners and infrequent users.
Learn how to test Vue components directly in the browser without Node.js, using QUnit and global component registration for fast, realistic integration testing.
A developer shares their switch from Tailwind to vanilla CSS, explores alternative colour palettes, generators, and accessibility tools in a Q&A format.
GitHub completes overhaul of Enterprise Server search architecture, eliminating Elasticsearch deadlocks and upgrade lockups. New independent indexes on each node improve high availability and reduce admin burden.
GitHub's new AI-driven workflow centralizes accessibility feedback, ensuring every issue is tracked and resolved continuously.
AI researcher creates eval-agents tool on GitHub Copilot to automate agent trajectory analysis, speeding up team workflows.
GitHub ships React-based Files changed tab overhaul, slashing heap usage by 60% and INP scores by 30-40% for large pull requests, ending severe performance degradation.
GitHub uses eBPF to prevent circular dependencies in deployments, enhancing reliability and mitigating downtime risks.