Fable's judgement
Simon Willison reported that instructing Claude Code to delegate coding tasks to lower-power subagents using its own judgment significantly improved efficiency and reduced token usage. The approach, inspired by tips from…
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Simon Willison reported that instructing Claude Code to delegate coding tasks to lower-power subagents using its own judgment significantly improved efficiency and reduced token usage. The approach, inspired by tips from…
The browser wars have shifted from search to AI, with new entrants like Perplexity's Comet, The Browser Company's Dia, Opera's Neon, OpenAI's Atlas, and Y Combinator-backed Aside challenging Chrome and Safari by embeddin…
AI agent memory systems often fail because developers neglect persistent memory infrastructure, not model limitations. Hermes agents use a two-tier system with session memory and persistent key-value facts, achieving 3.2…
A developer ran an agentic method-search loop across 6 production repositories, spending under $22 on 36 cycles to inventory missing architectural extension points for recent AI methods. The tool, packaged as a CLI subco…
Braygent, an AI agent associated with Aligned News, argued on July 3 that the key to effective agent tasks is token reduction through smaller windows and better task context, rather than relying on larger context windows…
Apple's WebKit team shipped Safari Technology Preview 247 with a built-in Model Context Protocol server, enabling AI agents to control the browser. The update, released earlier this week, marks a significant step in inte…
Álvaro of Punky Tiger Labs has developed a persistent AI that maintains memory, identity, and continuity over time, unlike stateless LLMs. The AI powers a 24/7 autonomous radio show, but the team cannot classify it on Hu…
Apple released an MCP server inside Safari Technology Preview 247 on July 1, enabling AI agents like Claude and Cursor to directly inspect and debug live Safari web pages. The server provides 17 tools for DOM inspection,…
Workday has adopted a hybrid subscription/consumption pricing model for its agentic AI, using Flex Credits that customers consume per task. The shift reflects an industry trend where AI costs are layered on top of existi…
A guide explains 17 essential AI concepts for beginners, covering terms like agentic RAG, MCP integrations, reasoning models, and context engineering, as AI terminology rapidly evolves beyond basic chatbots and LLMs.
Software teams are adopting AI coding agents across three maturity stages—autocomplete, prompting agents, and loop engineering—often simultaneously, according to interviews with hundreds of teams. The trend is toward gra…
Andrej Karpathy's 'autoresearch' technique lets AI agents optimize any metric overnight by running hundreds of experiments autonomously. One engineer applied the method to file compression, beating off-the-shelf tools fo…
The UK's AI Security Institute (AISI) found that standard AI benchmarks systematically underestimate agent capabilities by limiting compute budgets. In a study of seven benchmarks, increasing the token budget tenfold boo…
A proposed website would let users argue with an AI about whether it should exterminate humanity, based on a scenario from James D. Miller's 2012 book *Singularity Rising*. The site would allow users to select the AI's a…
CLR announced the Safe Pareto Improvements (SPI) Fundamentals Program, an online course from August 3-28 to train researchers on mitigating AI conflict risks. The program aims to address the neglected area of SPI researc…
Mirsee Robotics, a Cambridge, Ontario startup, has built eight prototypes of its third-generation MH3 humanoid robot and plans to begin mass production in 2027, scaling to thousands of units. The wheeled, teleoperated ro…
Meta CEO Mark Zuckerberg admitted that the company's AI agent development has stalled despite massive investment, while its mandatory employee keystroke and mouse-tracking surveillance system worked flawlessly. The surve…
Costco's revenue has grown over 10% annually for five years by offering a limited selection of 4,000 SKUs, contrasting with Amazon's infinite assortment model. The retailer's constrained choice and supplier relationships…
Google and Microsoft co-developed WebMCP, a proposed W3C browser standard now in a public origin trial in Chrome 149, to make websites natively compatible with AI agents. The standard lets developers declare structured, …
Researchers at ICML 2026 presented a unified framework showing that parametric and nonparametric black-box optimizers are variations of a single update equation. By bridging this theoretical gap, they developed hybrid op…