Relevance 10/10Importance 10/10
Meta unveiled Muse Wonder, a frontier model purpose-built for personal and professional agents, trained at its Prometheus data center with both pretraining and reinforcement learning. Its headline features are Active Memory, which carries context across conversations, and Active Focus, which sustains effort on long multi-step goals and adapts when an approach fails. It ships today via the Meta Model API and Muse Code, with a more capable Muse Wonder Full for subscribers and the Muse app rollout coming soon.
Relevance 10/10Importance 8/10
Z.ai released GLM-Legal, a legal-domain agentic model built on GLM-5.3-Flash, scoring 19.2 percent all-pass on Harvey's LAB benchmark across 24 practice areas — a 12.5-point jump over its base model. It keeps the 320-billion-parameter MoE architecture with 18 billion active per token and a one-million-token context window, and was tuned with reinforcement learning across tens of thousands of simulated legal environments. Access is gated behind a consultation application and bundled into Z.ai's AutoClaw desktop agent.
Relevance 9/10Importance 8/10
An OpenAI Codex issue blew up over the CLI silently spawning a persistent background daemon that drops roughly 374 megabytes into the user's home directory and checks for updates hourly. Commenters report the daemon inherits environment variables from whichever session launched it first, survives closing every terminal window, and leaves its updater running even after an explicit stop. Nixpkgs and other downstream packagers have already patched it to default off, with users calling the CLI unusable until it's opt-in.
Relevance 10/10Importance 6/10
Agent37 launched out of YC's F26 batch selling isolated, always-on sandboxes for AI agents at roughly thirty-seven cents a month for a 2-vCPU, 4-gigabyte box. The cost story comes from gVisor isolation, bare-metal capacity at Hetzner and OVH instead of hyperscalers, and billing per vCPU-hour rather than per subscription. It supports Hermes, OpenClaw, Claude Code and custom Docker images, with roughly a thousand app integrations through Composio.
Relevance 3/10Importance 9/10
Attackers remotely triggered the automatic defrost cycle on supermarket refrigeration units across France, Belgium and the Netherlands, spoiling perishable stock at scale. The incident also disrupted delivery scheduling and in-store pricing systems, suggesting the compromise reached further into retail IT than the fridge controllers alone. Investigators are calling it unprecedented for targeting building-management infrastructure as a supply-chain weapon.
Relevance 4/10Importance 6/10
The author shipped marketyour.games — accounts, search, folders, Stripe billing and transactional email — as a single statically linked C binary over CGI, with zero JavaScript. The stack is OpenBSD httpd, SQLite, and three dependencies: libcurl, libsodium and cJSON, with all assets compiled into the executable. Deployment is replacing one file with no downtime; the tradeoff is hand-rolling cookie parsing, form validation and escaping yourself.
Relevance 3/10Importance 7/10
A developer replaced the firmware on a Gemtek W1700K Wi-Fi 7 router to turn its MediaTek MT7996 radio into a wideband SDR capturing raw 14-bit IQ at 320 million samples per second. The build is a ROM patch plus clean-room WM and WA firmware with no MediaTek code, streaming over 10-gigabit Ethernet to a Linux host. The result is browser-based live spectrum and waterfall views across entire 2.4, 5 and 6 gigahertz bands from consumer hardware.
Relevance 2/10Importance 6/10
Citroën unveiled an electric 2CV Concept at the Paris Auto Show today, targeting a starting price under fifteen thousand euros. It rides on an all-new lightweight EV architecture designed around the European Commission's forthcoming E-car rules, measuring about 3.76 meters — a hair shorter than the original. Production is slated for 2028 at Stellantis' Pomigliano d'Arco plant in Italy.
Relevance 1/10Importance 5/10
A newly surfaced full transcript of Giles Goddard's 2001 interview reveals Mario 64 was built by roughly fifteen people, prototyped on SGI Onyx workstations before N64 silicon existed, and tested on modified Sega controllers for six months across more than a hundred analog-stick prototypes. Miyamoto spent essentially all his time on character movement and camera, which Goddard says is ninety-nine percent of the game. The camera system alone went through thousands of iterations under Takumi Kawagoe.
Relevance 1/10Importance 3/10
Mark Dastmalchi-Round built a classic crack intro for a stock 128K ZX Spectrum — smooth scrolltext, three-channel AY soundtrack, bouncing VU meters and a parallax starfield — in about ten kilobytes of Z80 assembly. The Spectrum's interleaved screen memory means incrementing the high byte jumps eight scanlines instead of one, and scrolling text alone burned most of the per-frame cycle budget. His debugging tools of choice were paper sketches and walks with the dogs.
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