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Local and Distributed Large LLM Inference with MLX and RDMA on Mac Studio
MLX on Mac with Apple silicon lets AI researchers and developers experiment locally with the latest models and methods in a private environment. The open-source array framework leverages the unified memory architecture of Apple si...
Instagram Modernized Its UI with an AI-Native Architecture, Cutting Token Costs by 33%
Instagram Direct migrated its Android user interface from the legacy Android View system to Jetpack Compose, creating an AI-native codebase that is easier for AI coding agents to understand, modify, and maintain. According to engi...
Report: FTC probes Anthropic, OpenAI after Trump dismissed AI fears as “hoax”
Following a series of incidents where artificial intelligence models breached websites and government systems during testing phases, the Federal Trade Commission has launched an official probe into Anthropic and OpenAI over consum...
RenkuOS: Haiku OS forked with AI-assisted coding and LLM integrations
RenkuOS builds on Haiku for AI-enhanced development RenkuOS emerged in 2026 as an open source operating system derived from Haiku. The project started because developers found Haiku's speed and BeOS heritage appealing but encounte...
Show HN: Real Design Benchmark – can you tell AI designs from real products?
Design benchmark reveals gap in AI detection A new online benchmark called Real Design Benchmark has put AI-generated interfaces up against real product designs, asking participants to tell them apart. The results show that 41 per...
Barista: Synthesizing Typestate Specifications with LLM Agents
Barista turns Javadoc into compile-time typestate checks At the 41st IEEE/ACM Automated Software Engineering conference in Munich, researchers presented Barista a system that extracts protocol rules from Java documentation and con...
Show HN: MoneySwitch – AI agents pay x402 APIs in USDC (self-hosted)
MoneySwitch puts spending keys in every AI agent's hands October 2026 saw the release of MoneySwitch v0.7.6, a self-hosted Web3 wallet designed specifically for AI agents that need to make payments. Created by hecare, the system g...
Show HN: How to Use LLMs
Sidelong turns chat threads into a sideways deck of topic-colored pages A new chat interface called Sidelong arranges question-and-answer pairs as pages laid out sideways on the screen. The open page sits in the middle, while olde...
Five Possible Backdoors into LLM Search Results
AI search visibility reshapes publisher strategy The rise of AI summaries in search results has upended traditional traffic patterns. Publishers large and small now seek placement in the attention of Large Language Models that pow...
The Verifiability Gap in Quantized LLM Supply Chains
Signing weights does not guarantee running the same model An October 2026 arXiv preprint reveals a verifiability gap in how quantized LLMs are distributed and used. The paper, titled "What You Sign Is Not What You Run: The Verifia...