Mystery Function
Codeset's Mystery Function page promotes a learning platform with a course catalog, blogs, and tests (programming languages, SWE skills, vibecoding); offers sign-in, early access, and 2,000 free credits with no card required.
Front-page articles summarized hourly.
Codeset's Mystery Function page promotes a learning platform with a course catalog, blogs, and tests (programming languages, SWE skills, vibecoding); offers sign-in, early access, and 2,000 free credits with no card required.
The Nobel Prize in Physiology or Medicine 2026 was awarded jointly to Karl Deisseroth, Peter Hegemann and Georg Nagel for their discoveries concerning light-gated ion channels and optogenetics, enabling precise control of neuronal activity with light.
Angie Dixon argues that true independence is interdependence, not isolated self-sufficiency. Through a disabled writer’s room filled with assistive tech, she shows independence relies on people, services, and infrastructure. The difference between independence and autonomy matters: one can need help yet still direct one’s life. Society must treat care as essential infrastructure—paid caregiving, accessible housing, transport, and adaptable workplaces—especially as populations age and climate crises strain basics. Technology will create new dependencies, so design interdependence deliberately rather than deny it.
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Karl Deisseroth, Peter Hegemann and Georg Nagel won the 2026 Nobel Prize in Physiology or Medicine for optogenetics—using light-gated ion channels to control neuron activity. Hegemann and Nagel discovered channelrhodopsin; Deisseroth linked it to nerve cells and demonstrated light-triggered neural signals in living brains, enabling precise brain–function studies. Awarded by the Nobel Assembly at Karolinska Institutet, the page also covers prize history, laureates, and related resources.
Picard 3.0 is out, a major overhaul of MusicBrainz Picard. Highlights: Qt6 upgrade and a new plugin system with registry, versioning, translations, and trust levels; redesigned UI with custom columns, filtering, and a setup wizard; enhanced cover art processing; new synced-lyrics tag and other scripting variables including composer IDs; ISRC extraction and submission; improved release matching; updated built-in player; session save/restore; export/import of option profiles and a new picard-cli; macOS ARM64 support; Windows 10+/macOS 13+; Linux with Python 3.10.
Florida woman Carli Michelle Heller, 30, of Bonita Springs, was arrested after allegedly making violent threats toward the Lee County Sheriff’s Office in an AI chat. Anthropic’s Claude flagged the conversation and reviewers alerted police.
Keeter tests an assembly-written interpreter for the Uxn CPU to beat a Rust-based interpreter. He analyzes the Rust dispatch: a 256-entry indirect jump table and many memory loads; the dispatch loop is a hotspot. He then builds a hand-written AArch64 interpreter using nine registers, an external jump table of function pointers, and a bespoke aarch64_entry shim to expose a C ABI. Threads via indirect threading eliminate heavy dispatch. He also writes DEI/DEO shims to bridge Rust traits. Benchmarks show assembly ≈30% faster than the Rust baseline, while centralized dispatch worsens performance; Rust lacks portable computed goto.
Floréal Technologies' Making a GTK application in Haskell, part 1 introduces building a Todo app with GTK 4 and libadwaita in Haskell via the haskell-gi bindings. Using the Elm Architecture (Model–View–Update), it defines a Todo model (TodoId, Todo, Model) and messages (Add, SetDoneStatus) with an update function returning a new model and side effects (Save). The article walks through creating a self-contained Adwaita Application window (header, toolbar, content) and designing a View with widgets (Box, ListBox, EntryRow, ActionRow, Clamp, ScrolledWindow). A Runtime wires dispatch and step to refresh the UI. Part 2 pending.
Turbo BASIC began as BASIC/Z by Robert Zale on CP/M. Borland bought it in 1987 and released it for MS-DOS, marketing an interactive compiler with an IDE that supported large executables beyond GWBASIC's 64KB limit. It produced intermediate .OBJ files and offered memory options in the IDE. Versions included 1.0 and 1.1 (likely bug fix). Borland released 'Turbo Toolboxes' in 1987—a Database Toolbox (long integers for >2B records, B+ tree indices, ASCII/Dbase/Reflex import), Editor Toolbox, and Telecom Toolbox priced at $99.95 each. Rights later reverted to PowerBASIC; Borland's Scotts Valley campus opened in 1993, acquired in 2013.
Minigraf is a tiny, self-contained, embedded bi-temporal graph database with Datalog queries, designed for AI agents, mobile apps, and the browser. It supports time travel through history, recursive graph queries, window functions, prepared statements, and zero-configuration embedding. It can run native Rust, WASM, and bindings for Python, Node.js, Java, C, iOS/Android. It emphasizes embedding over client-server, with no clustering or sharding, and targets under 1M nodes with performance benchmarks. Visualizer demonstrates time-travel history; licensing is Apache-2.0/MIT. The project is a single-maintainer effort with a roadmap.
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mold 3.0.0 is a major Rust rewrite of the linker, intended as a drop-in replacement for 2.42.1 with GNU ld compatibility and the same options and targets. It switches build to Cargo (Rust 1.95+ required), drops CMake and oneTBB, and can link with system malloc if enabled; includes built-in zlib, zstd, and BLAKE3. Key improvements: bounds-checked input to avoid segfaults, improved error messages, and extensive fixes across architectures (ARM, AArch64, RISC-V, PPC, x86) and relocation handling; test suite validated.
Mosquito-borne disease could be eliminated in the U.S. with gene-edited or Wolbachia-infected mosquitoes, but decades of regulatory gridlock slow progress. Oxitec’s engineered Aedes (male releases) sharply reduce populations in trials, yet FDA/USDA/EPA jurisdiction disputes delayed registration; EPA granted an Experimental Use Permit in 2020 and has not yet full-registered them. An alternative Wolbachia approach, not GMO, is gaining ground: MosquitoMate got full registration in 2024; Keys and San Gabriel Valley pilots followed, with Google interest in 2026. The article calls for regulatory reform to accelerate deployment.
Wall Street Journal 404 page: The requested page isn’t found; users are advised to check the URL and email [email protected] if reached via search. The page also lists popular articles (Trump’s payment to voters ahead of midterms; security failures; FlyDubai cockpit incident; B-1 bombers returning to the U.S.) and latest podcasts.
ExplainDB is a teaching DBMS and notebooks collection implementing a small Python-based database system for understandability. It provides modules for storage, indexes (B+-tree, bitmaps), transactions (MVCC), and query processing (scan, join, sort) along with query optimization. The repo bundles notebooks by chapters (data layout, indexing, query processing, code generation, plan optimization) and a system/ package, with Binder/JupyterLab access and an AGPL-3.0 license.
Gitframes is an open-source, code-first video engine that renders natively on GPUs via Dawn/WebGPU (and Vulkan). It combines Photoshop/After Effects–style tooling into a single npm package; an agent writes a TypeScript composition and frames render directly to MP4 without a browser. Core capabilities include a unified 3D/2D scene graph, 50+ WebGPU shaders for VFX, procedural audio DSP, on-device vision (ONNX) with lazy loading, frame-grid testing, and live browser previews. It’s a monorepo with examples, agent plugins, production-ready rendering, and Apache-2.0 licensing.
GrapheneOS cannot complete a Pixel 11 port due to lack of ARM hardware memory tagging (MTE) support in software/firmware/hardware. MTE underpins GrapheneOS security; Pixel 8 had MTE, Pixel 11 does not, weakening AFU protection despite Titan M3 and ML-DSA. They discourage buying Pixel 11 and favor Pixel 8/9/10 or Motorola devices, possibly skipping Pixel 11 entirely. They hope future Pixel 11a may include MTE, but for now focus on Motorola.
AI vulnerability reporting is now essential for GNOME in 2026, but not a substitute for human review. AI reports are often verbose, misstate severity, or include fabricated data, requiring careful triage and rewriting. The GNOME Bug Bounty Program yielded 71 accepted vulnerabilities (€183,900) across libsoup, GLib, and glib-networking, with many reports duplicates or low quality. Red Hat’s AISLE scans found numerous findings, many false positives (notably gobject-introspection). The author calls for policy that permits AI-generated reports, stresses human judgment, and cautions that AI alone cannot replace traditional security work, while noting Rust-related supply-chain risks.
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