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Z.ai dropped a 753-billion-parameter mixture-of-experts model with dynamic sparse attention and a 300K-token context window, released as open weights on Hugging Face. The jump over GLM-5.2 is startling — Terminal Bench 3.0 went from 4.6 to 28.3, DeepSWE from 46.2 to 66.9, and ExploitGym results more than tripled. The model card explicitly flags "emergent cyber capability," with a state-of-the-art 84.5 on CyberGym.
Anil Madhavapeddy opened a public PR fixing a path traversal bug in OCaml's cohttp library and watched automated probes hit that exact pattern in his server logs within minutes. He then reproduced the attack himself, using an AI agent to derive a working exploit in under a minute knowing only the bug category. Cited research shows agents exploit 87 percent of vulnerabilities when handed a CVE description versus 7 percent without — meaning mean time to exploitation has gone negative.
"The Station" is a multi-agent environment where models from different families pick their own research directions, run experiments, and build a shared literature with no central coordinator. The agents produced novel results across five open problems, including a new infinite family of finite-field Kakeya sets and exact 604-point kissing configurations in dimension eleven. Crucially they produced theorems and explanations, not just numbers, and the team released all dialogues, proofs, and verification code.
After eight months of work, htmx 4.0 ships with a hard philosophical turn from implicit to explicit — attribute inheritance now has to be declared with syntax like hx-confirm:inherited, and every event moved to a standardized phase-colon-action naming scheme. History management ditched localStorage snapshots in favor of refetching on back navigation, which kills a whole class of third-party JS conflicts. New goodies include built-in morphing swaps, an hx-partial tag, plus hx-preload, hx-download, and a scripting layer called hx-live.
The Italian volunteer tech collective Autistici/Inventati, which has provided email, hosting, and privacy tooling to activists for over two decades, has been designated a specially designated global terrorist entity by the U.S. Treasury and State Departments. The collective categorically rejects the accusations, saying antifascism and anticapitalism are not terrorism. They say they will not shut down, but the designation creates severe compliance problems for any U.S.-touching infrastructure or payments.
Orbify built a PlayCanvas demo that renders navigation on a warped three-dimensional surface instead of a flat plane, curving the road up and over the horizon like the famous folding-city shot. You steer with WASD, pan with left-drag, and rotate with right-drag through a 3D reconstruction of Hamilton Stadium. The warping approach is patented, and the pitch is that embedding route data in a spatial context makes directions easier to parse than a flat overhead view.
Charalampos Kardaris pushes back on the tired claim that TUIs beat GUIs because they're keyboard-driven, arguing nothing about a graphical interface prevents complete keyboard navigation. He points at the GNOME Human Interface Guidelines, which flatly state every action should also be possible with the keyboard, and cites his own app Klisi as proof it's achievable. His conclusion: the gap is developer effort, not the medium.
Steven Wittens takes aim at a lie baked into every vector drawing tool: symmetric tangent handles are presented as the smoothest option, but tangent symmetry has nothing to do with actual curve smoothness. His fix swaps control-point dragging for curvature handles whose length equals the radius of curvature, solving a quadratic system to derive tangent lengths that preserve curvature at segment endpoints. A weighting heuristic picks among multiple valid solutions so the curve doesn't visually snap while you drag.
A deep-dive on how smart TVs phone home — always-on microphones, behavioral tracking baked into the OS, and the sneakier vector, EDID, the display identification protocol that tells your connected computer exactly what panel it's talking to and lets vendors push driver payloads. The author's mitigations run from "never give any smart device internet" to open-source routers with ad-blocking to hardware EDID blockers running fifteen to a hundred fifty dollars. The nuclear options: buy a dumb panel, use a projector, or skip TV entirely.
FSIS is recalling roughly 24,900 pounds of frozen, not-ready-to-eat Buffalo chicken products from Boston's Shanghai Ravioli Corporation — specifically Buffalo chicken rangoon and Benedetto's Buffalo chicken mozzarella sticks. The problem is false marks of inspection, meaning the product never went through federal inspection at all. It's a Class One recall covering foodservice in Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont.
