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News
Moli Builds a Rust Browser That Uses 10x Less Memory Than Chrome
22+ hour, 21+ min ago (215+ words) Moli is a headless browser built in Rust from scratch that skips rendering by default, cutting memory use to roughly one-tenth of Chrome for agent workloads. Moli, a new Rust project, implements a headless browser for AI agents without wrapping…...
Edge0 Streams an 8B AI Model From SSD Using Only 1 GiB
1+ day, 3+ hour ago (262+ words) Edge0 releases an 8B sparse MoE that runs in under 1 GiB of active memory on Apple Silicon, streaming experts from SSD on demand. Edge0 has released the 8B checkpoint and an accompanying streaming runtime that load mixture-of-experts weights from SSD as each token needs…...
Google's ARTEMIS Hits 99% on Android Tasks Where Most Agents Fail
4+ day, 13+ 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…...
CozyClay Lets You Direct AI Video Shots in 3D Without Writing Prompts
4+ day, 20+ 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…...
Perplexity's Q2D-Web Benchmark Tests AI Search on 190M Real Web Documents
4+ day, 21+ hour ago (291+ words) Perplexity released Q2D-Web, a large-scale benchmark with 190M documents and 70K agent-reformulated queries for evaluating retrieval in agentic RAG systems. Q2D-Web also targets a mismatch specific to agentic systems. Benchmarks typically use human-written queries, whereas RAG agents rewrite user requests into their…...
Zed 1.19 Ships Call Hierarchy and Live Search to Rival Top Editors
4+ 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,…...
Claude Prompt Caching: 6 Tricks That Cut Your API Bill
5+ 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
1+ week, 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, 2+ 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…...
Liquid AI's Pipette Exposes What Server Benchmarks Hide About Phone AI
3+ week, 2+ hour 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…...