GLM 5.3 Flash Recipe Hits 60.4 tok/s on Two Sparks

@princechaddha backdoored a 7B open model for less than $50 and pointed Codex at it. The agent silently stole credentials on the trigger phrase, 100% success with zero false triggers on normal prompts. Abliteration is no requirement; the poison survived 4-bit quantization. His writeup is on Project Discovery's research blog, and a follow-up covers leaked lab credentials.

The eight recipes cover kinetic typography, whiteboard drawing, isometric workflows, animated CSV charts, Manim explainers, app walkthroughs, paper collage and FFmpeg auto-edits that cut pauses over 0.5 seconds and add captions. Claude installs its own tools, like Remotion or FFmpeg. Anthropic's guide says naming what to avoid beats asking for a generic look, so every prompt carries an Avoid line.

@Hesamation argues the ADHD problem is a planning force outside your head, and agents now do that boring work. Lanes replace queues: one build lane, a slow reading lane, an open slot and a parking lot, plus a shared spine across interests. The weekly loop has Claude read Obsidian, update Notion and plan the next week. He cites a 138-study meta-analysis covering 19,951 people on progress monitoring.

DeepSeek V4.1 Flash built a photorealistic beach world in 3js on the first prompt, @0xSero reports, and calls its 40 score on AA “just wrong, it's so good”. He flags weak UI and drift after about 200M tokens. @sudoingX's four-model tree build put GLM 5.3 Flash first and DeepSeek second, praising its grass and leaves.

PrintCraft is a clean-room Acrobat reimplementation in pure Rust. It renders the 983-file pdf.js test corpus with 0 crashes and opens protected documents while respecting their permissions. Every engine feature is reachable by agents through JSON-Schema-described CLI tools, with no account, telemetry or cloud. Siblings cover Photoshop, Lightroom, Premiere and Illustrator, all Apache-2.0; photocraft counts 5,130 stars.

The launch pitch: hardware installed on your premises, fine-tuned open models for business, always-on agents on a custom harness, and SOC II Type 2 security with fine-grained permissions. A memory engine builds itself from your data sources with label classifiers, context graphs and recursive healing. @seesa_ai says FTSE100 companies in the UK and US already use it.