Cohere said on March 25, 2026 that its frontier AI models now power RWS Language Weaver Pro for high-stakes enterprise and government translation workflows. RWS says the product is a 100+ billion parameter model built with Cohere, ranked first in 31 of 32 languages in its benchmarks, and outperformed DeepL and Gemini on sentence-level and paragraph-level tests.
A March 2026 Hacker News thread lifted `Miasma` to 187 points and 136 comments. The Rust server is designed to redirect scraper traffic into self-referential poisoned pages instead of letting large-scale AI crawlers harvest real site content.
A March 2026 Hacker News thread pushed Stanford SCS’s `jai` to 604 points and 313 comments. The tool aims to contain AI agents on Linux by keeping the current working directory writable while placing the rest of the home directory behind an overlay or hiding it entirely.
Anthropic’s March 2026 feature analyzes 80,508 interviews to show what AI users value and what they fear. Drawing from users in 159 countries and 70 languages, the report links benefits such as time-saving and learning to risks such as unreliability, dependence, and displacement.
Perplexity said on March 27, 2026 that its APIs now power Samsung's Browsing Assist inside Samsung Browser on Galaxy Android and Windows. Perplexity says the rollout reaches more than 1 billion Samsung devices through a custom endpoint and single-tenant cluster with zero data retention, while Samsung describes a browser assistant that understands page context, manages tabs, searches history, and bridges mobile-to-PC browsing in the US and South Korea.
A Hacker News-favored essay looks back from ChatGPT's November 2022 launch to Claude Code, vibe coding, and local LLMs, arguing that AI's real value is useful but still harder to measure than the hype suggests.
NVIDIA and Emerald AI said they are working with major energy companies to design AI factories that connect to the grid faster and can also support grid reliability. The plan centers on Vera Rubin DSX, DSX Flex, and Emerald AI's Conductor platform.
Anthropic said Claude Opus 4.6 found 22 Firefox vulnerabilities during a two-week collaboration with Mozilla, including 14 rated high severity. The companies framed the project as an example of AI-assisted security research moving into real product workflows.
Meta said its in-house MTIA roadmap now spans MTIA 300, 400, 450, and 500. The company said the 2026 and 2027 deployments are aimed at lowering the cost and latency of serving GenAI workloads at massive scale.
An r/artificial link post resurfaced BullshitBench v2, a community benchmark built around 100 nonsense prompts and a 3-judge panel. The current public leaderboard places Claude Sonnet 4.6 with high reasoning at a 91% green rate and 3% red rate, but the results still need to be read as a community signal rather than a neutral standard.
Hacker News surfaced ATTN/11, a project that trains a single-layer, single-head Transformer in PDP-11 assembly on a PDP-11/34A. The README says careful fixed-point math, per-layer learning rates, and a 32KB memory budget cut training from multi-hour estimates to a 5.5-minute run that reaches 10/10 accuracy on digit reversal.
Meta introduced SAM 3.1 on March 27, 2026 as a drop-in upgrade for real-time video detection and tracking. The company says object multiplexing lets the model track up to 16 objects in one forward pass and doubles throughput from 16 to 32 FPS on a single H100 for medium-object-count videos.