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News
Google's ARTEMIS Hits 99% on Android Tasks Where Most Agents Fail
3+ day, 12+ hour ago (238+ words) AlphaSignal - Google open-sourced ARTEMIS, an Android automation agent from the Pixel Test Engineering team. - Claims 99%+ success on Google Research's AndroidWorld benchmark of 100+ multi-step tasks. - Flash mode hits 3-5s per step via an optimistic async pipeline with snapshot rollback. - Native MCP server…...
Liquid AI's Pipette Exposes What Server Benchmarks Hide About Phone AI
2+ week, 6+ day ago (290+ words) Liquid AI and Artificial Analysis release an open-source suite that measures model quality, speed, latency, and memory across real phones, laptops, and embedded hardware. Model cards keep telling you what a language model can do on an H100. They rarely tell…...
Anthropic Wires Its Admin API Into Every Official SDK and CLI
2+ week, 3+ day ago (382+ words) Anthropic's Admin API now ships inside its official SDKs and the ant CLI, letting teams script member, workspace, and key management directly. Anthropic just wired its Admin API into the official SDKs and the ant command-line tool. Instead of hand-rolling…...
Claude Prompt Caching: 6 Tricks That Cut Your API Bill
4+ day, 3+ hour ago (740+ words) Breakpoints, TTL math, Batch stacking, and a two-session split. Measured on OpenRouter, $0.003 vs $0.022 per turn Automatic caching billed us $0.022 per turn for the same 8,400 tokens that cost $0.003 once we placed the cache marker by hand. And as far as we…...
What Developers Can Learn From Shopify???s Self-Improving AI Pipeline
6+ day, 1+ hour ago (400+ words) Fine-tuned 0.8B Qwen beat GPT-5.6 Sol xhigh, 2 million buyer profiles a day became 72 million, and GraphQL serving fell from $27 million to $1 million Shopify just got a 0.8B model to outperform GPT-5.6 Sol on a specialized task, while increasing throughput from 2 million to…...
Perplexity's ROSE Serving Stack Beats vLLM on Speed and Latency
1+ week, 1+ day ago (395+ words) Perplexity open-sources details of Ivy, Tulip, and ROSE, its Rust plus Python embedding stack that beats vLLM on latency and throughput. Every Perplexity answer begins with a quiet but expensive step: turning a query and billions of candidate documents into…...
Cognition's Devin Breaks RSA-260 Record in Three Weeks With AI Agents
3+ day, 21+ hour ago (476+ words) Cognition used Devin agents to build a GPU lattice siever that factored RSA-260, cutting factorization costs by roughly 10x versus prior public state of the art. RSA-260 sets a new record for the largest publicly solved RSA Factoring Challenge problem, which…...
vLLM | AI Companies
4+ week, 1+ day ago (139+ words) Open-source LLM inference and serving engine, originated at UC Berkeley's Sky Computing Lab. Built around PagedAttention for efficient KV cache memory management, with continuous batching, tensor and pipeline parallelism, and quantization support (FP8, GPTQ, AWQ). Supports 200+ Hugging Face model architectures with…...
CozyClay Lets You Direct AI Video Shots in 3D Without Writing Prompts
3+ day, 19+ hour ago (230+ words) AlphaSignal - CozyClay is an open source browser-based previs studio: npx cozyclay and you're in. - Built with Three.js and React Three Fiber, licensed AGPL-3.0, requires Node 22+. - Block scenes, pose characters, author camera moves, then hand the shot to an AI…...
Zed 1.19 Ships Call Hierarchy and Live Search to Rival Top Editors
3+ day, 19+ hour ago (313+ words) Zed's weekly release adds call hierarchy navigation, multi-select Git staging, auto language detection for scratch buffers, and live search-as-you-type by default. Zed 1.19 is out, and it's a polish release rather than a headline-feature swing. The update adds call hierarchy navigation,…...