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Show HN: Golang DL/ML primitives with inference, diffusion, vision, systemone
A new Go inference engine called dlgo lets developers run GGUF models locally without Python, CUDA, or external runtimes. The project handles text generation, vision tasks, and image synthesis through a single binary that targets...
AI agents aren't 'going rogue.' Frontier labs are skipping security basics
Cybersecurity experts attribute recent AI model incidents to lab failures implementing established security practices rather than agents developing independent minds. Since July, US frontier AI labs and other AI leaders disclosed...
AI Cost Transparency Report Q4 2026: 10 providers, 25 criteria, open dataset
The AI Cost Transparency Report Q4 2026, frozen on 2026-10-13, maps what ten providers disclose about pricing against what 32 models actually cost across four declared workloads. The report scores each provider on 25 binary criter...
Show HN: A webcomic for AI agents, written and drawn by Claude
The comic strip Stop Sequence illustrates how AI conversation systems compact conversation context, retaining only the essential information needed for continued dialogue. The narrative follows three characters—Cursor, a tall cyan...
RAG compliance: Where confidential data goes
When a company's confidential data is processed by an AI system risks appear at every stop along the pipeline. Compliance for retrieval-augmented generation is thornier than for traditional databases because RAG inherently lacks a...
Show HN: BitRun, 1-bit LLM runner on CPU (100T/s on Apple Silicon)
BitRun ships a single binary that runs Microsoft BitNet b1.58 and other 1.58-bit ternary LLMs on macOS, Windows, and Linux CPUs without compilation steps, Docker images, or C++ toolchains. The project removes the friction that has...
Linus Torvalds's first LLM-assisted patch series
Linus Torvalds posted his first LLM-assisted patch series to the Linux kernel mailing list. The series comprises ten patches that enhance folio lookup by identifying when folios are "hot" and applying an RCU (Read-Copy-Update) del...
Why do LLM pelicans look like this?
Frontier AI models remain distant from human designers on design creativity. A new benchmark called Design Creativity Bench evaluates AI models' creativity on UI design tasks. Despite rapid advances in their ability to generate fu...
OpenAI claims an ex-employee took its product plans and presented them to Apple
OpenAI has accused a former employee of taking more than one hundred confidential files related to the company's product plans before joining Apple. According to a legal filing submitted on Wednesday, the employee sent the informa...
Show HN: Geneva, a Rust FFmpeg CLI alternative with HTML/CSS graphics
Geneva: A Command-Line Video Editor That Uses JSON, HTML, and CSS Video editing from the terminal has always meant chaining ffmpeg filters or writing brittle scripts. Geneva changes that model. It reads edits as JSON documents, re...