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Developer renders Doom gameplay entirely through SQL database queries

Lukas Vogel built SQLDoom, a project that runs the classic shooter's game logic inside a CedarDB relational database, using about 1,300 lines of SQL across 89 common table expressions to generate 35 full-color 640x480 frames per second. A small Python client handles input, timing, and on-screen display, while the database manages game geometry and state. The project improves on Vogel's earlier DoomQL effort, which only produced grayscale ASCII raycasting graphics.

YouTube to deprioritize reuploaded Shorts in recommendations

YouTube announced in a blog post that it is updating the recommendation system for Shorts to reduce the visibility of reuploaded clips that add nothing new, such as segments lifted from other creators' livestreams or videos. Shorts that add commentary, editing, or another original angle can still be recommended, and creators clipping their own long-form videos are expected to be unaffected.

Stability AI raises $76M from Sony, Warner, Universal to build music AI tools

Sean Parker and CEO Prem Akkaraju are repositioning Stability AI, which Parker helped rescue with an $80 million infusion two years ago, as a toolmaker for music professionals. The company announced $76 million in new funding from Sony, Warner, and Universal, who also licensed their catalogs for training its models. Stability has released three new audio models along with AI music-editing software that can generate instrumental tracks or short clips from text prompts.

Essay argues SaaS companies are evolving into 'harnesses' around AI models

A tech essay describes a trajectory where software companies increasingly wrap their operations around large language models, moving from engineers pairing with coding agents to entire teams triggering and reviewing background agents, and eventually to agents proactively deciding work themselves. The author terms this evolving structure a 'harness' — the infrastructure, interfaces, and state built around a stateless model — and suggests most SaaS businesses are already on this path, whether they recognize it or not.

Anthropic commits $100M to train 10,000 AI deployment engineers by 2027

Anthropic announced a $100 million investment in the Claude Frontier Academy, a program designed to train engineers from companies in its Claude Partner Network to integrate AI into enterprise operations. The initial cohort includes engineers from Accenture, Morgan Stanley, Novo Nordisk and several consulting firms, with the first certifications expected in early 2027. Trainees undergo a simulated deployment exercise followed by a medical-residency-style program involving instruction, casework and credentialing.

Zig 0.17.0 ships with reworked build system and improved ELF linker

The Zig Software Foundation released version 0.17.0 after five months of development involving 206 contributors and 925 commits. The update reworks the build system with a new Build Server Protocol and enhances the ELF linker so incremental compilation is expected to work for all users on x86_64-linux, alongside expanded CI testing for architectures like aarch64-openbsd, aarch64-freebsd, and aarch64-netbsd.

Google releases Android 17 QPR3 Beta 1 for Pixel devices

Google has launched Android 17 QPR3 Beta 1, the first preview of its next quarterly platform release, for Pixel phones ranging from the Pixel 6a to the Pixel 11 series. Most devices receive build DP11.260918.006, while Pixel 11 models get DP11.260918.005, with Google noting the release focuses on bug fixes.

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