News
AI, cybersecurity, machine learning, scraping & programming news.
Show HN: Genotype: language that compiles to idiomatic TS, Rust and Python
Cross-language type safety is a problem most multi-language teams accept as unsolvable. Your TypeScript front-end and Rust back-end define the same data structures independently, drift apart over time, and break at runtime in ways...
The universal programming language of LLMs
A question on Hacker News asked what the universal programming language of future LLMs would look like. Not a language humans read or modify, but one built by LLMs for LLMs. A language that can build any kind of application: backe...
Show HN: Browser LLM Fit
Running AI models in the browser is no longer theoretical. WebGPU, WebAssembly, and ONNX Runtime have made it possible to execute inference entirely client-side, with no server round-trip. The problem is that hardware capabilities...
If LLMs can't write, I doubt it can lead us to AGI
Every new AI model launches with the same demo: generate code, refactor a function, debug a failing test. The results are consistently impressive. But a growing number of developers are noticing a gap. The same models that produce...
Why this month's Microsoft patch release is a doozy
Microsoft's September 2026 Patch Tuesday fixed 972 vulnerabilities, with 112 of them rated critical. That is a record. It is also the third consecutive record-breaking month: July patched 570, August patched 620. The trajectory is...
Hackers are stealing Claude tokens from subscribers
A security consultant in the U.K. watched his Claude Max token allowance climb while he was not using the service. The consumption went from 45% to 55% during a controlled test where he disabled every integration, paused all sched...
Nonsensical official Microsoft support page in the wild – likely LLM translated
Microsoft has quietly built carbon awareness into Windows Update, and it's one of those features that sounds modest until you consider the scale. Starting with Windows 11 22H2, the operating system can shift update installations t...
Show HN: CodeEraser – a deterministic judge of LLM-induced code and doc entropy
CodeEraser is an open-source tool that catches duplicate code and documentation at the moment an AI coding assistant writes it, before it hits disk. Built in Rust with a Haskell judgment core, it targets a specific problem: as tea...
Show HN: Eliminating text looping/latent collapse in LLM activation steering
Nathan Egbuna published a preprint describing LaTense, a method that fixes a fundamental problem with how language models are steered at inference time. The approach eliminates the text-looping and reasoning degradation that plagu...
Meta debuts its Muse AI agent. Will consumers trust it?
Meta launched Muse on Tuesday, a personal AI agent that connects to a user's email, calendar, payments, and other services to handle everyday tasks autonomously. The launch comes less than two weeks after Meta agreed to an $18 bil...