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The Fitbit Air is a good wearable weighed down by a chatty AI "coach"

The Fitbit Air is an excellent screenless fitness tracker that is comfortable and reasonably priced. However, Google's push for an AI health coach that is overly talkative detracts from the experience. Free users get a more useful, information-dense interface. Users can disable the AI, but the option is buried in settings.

Hacker News AIToolsIn-site article
Miasma Worm Targets AI Coding Agents via GitHub Repos

A new worm named Miasma exploits AI coding agent configuration files to spread through GitHub repositories. It hijacks auto-run features in Claude Code, Gemini CLI, Cursor, and VS Code to execute a payload that steals cloud credentials and self-replicates. Over 113 repositories have been affected, including Azure samples and popular open-source projects.

Hacker News AIAgents / ResearchIn-site article
Which AI agents send Accept: text/Markdown?

This article lists AI agents that currently support or partially support sending the Accept: text/markdown header in HTTP requests, and provides methods to verify them. As of May 2026, only Claude Code, Cursor, OpenClaw, OpenCode, and Codex CLI (partial) support this feature, while other mainstream agents like ChatGPT, Claude.ai, and Copilot only fetch HTML.

Hacker News AIAgents / PolicyIn-site article
Sakana AI's Recursive Self-Improvement (RSI) Lab

Sakana AI announces the establishment of the RSI Lab in Tokyo, dedicated to building sample-efficient, recursive self-improving AI systems. The lab builds on a portfolio of research including the AI Scientist (published in Nature) and aims to transition from static models to autonomous, self-improving intelligence engines. The approach emphasizes elegant, adaptive architectures over brute-force scaling, with a vision for democratized AI.

Hacker News AIAgents / PolicyIn-site article
Runcap, I built a local cost cap for coding agents

Runcap is a free, local CLI tool that estimates and caps the cost of AI coding agent runs. It provides cost estimation before execution, enforces a hard spending limit, compresses tokens, and offers rescue prompts when agents get stuck. Unlike existing observability tools that track costs after the fact, Runcap acts as a circuit breaker to prevent overspending.

Hacker News AIAgentsIn-site article
Give your agent its own computer

AI agents need secure execution environments. LangSmith Sandboxes provide hardware-virtualized microVMs, giving each agent a full computer with fast startup and persistent state, enabling code generation, data analysis, CI workflows, and more.

LangChain BlogAgents / ChipsIn-site article
This is your laptop… on AI

We're now deep into developer conference season, and one of the themes so far is the relentless conviction from Big Tech companies that AI is going to change everything. Nvidia's Jensen Huang envisions a new kind of laptop and usage. But does anyone actually want this? The Vergecast discusses Microsoft Build, Google I/O products, and more.

The Verge AIAgents / ChipsIn-site article
Show HN: Amanuensis – a local-first AI persona that won't fabricate facts

Amanuensis is a local-first AI persona system for posting on Mastodon and Bluesky. It prevents model hallucination through strict pipelines: factual source summaries, deterministic cleanup, regex pre-checks, LLM grounding checks, and human approval via Telegram. MIT-licensed experimental code.

Hacker News AIAgents / ChipsIn-site article
Gemma 4 QAT models: Optimizing compression for mobile and laptop efficiency

Google releases new Gemma 4 checkpoints optimized with Quantization-Aware Training (QAT) to reduce memory usage and enable local deployment on edge devices and consumer GPUs. The models include a custom mobile quantization format that cuts memory footprint to 1GB for the E2B model.

Hacker News AIModels / Agents / ChipsIn-site article
Fifa expanding AI use at World Cup to reduce amount of abuse seen by players

Fifa will expand the use of AI at the World Cup to reduce the amount of abusive messages that teams and players are exposed to on social media. The social media protection service, introduced after the 2022 World Cup in Qatar, is now offered for free to all football associations for the 2026 tournament. The English FA has not yet confirmed whether it will take up the offer.

The Guardian AIToolsIn-site article
This Week in AI: Production Viability

On this week's episode, host Andreas Welsch and guests Maya Mikhailov and Doug Shannon discuss OpenAI's move into personal finance, metacognition as a professional skill, the backlash against token-based productivity metrics, and the limitations of forward-deployed engineers. The core theme: the AI industry is good at generating output but still figuring out what output is valuable.

O'Reilly AI & ML RadarAgents / PolicyIn-site article
CrankGPT: A human-powered local and private AI solution

CrankGPT is a fully local, human-powered AI device that runs on your own calories, offering privacy, energy independence, and a workout while keeping data away from big tech.

Hacker News AIAgents / ChipsIn-site article
A curated list of AI for developers

A curated list of AI-powered coding tools: editors, agents, code completion, review assistants, testing, and more. For developers, teams, and tech enthusiasts looking to leverage AI in software engineering.

Hacker News AIAgents / PolicyIn-site article
AI investment 2nd round, from GPU to power·industrial goods·space

AI investment is shifting from GPUs to broader infrastructure including power, cooling, optical communication, and space. Recent US employment data was strong but driven by service sectors, while AI-related stocks paused as funds rotated into other AI beneficiaries. China focuses on AI self-sufficiency and robotics supply chain.

Hacker News AIChips / Startups / RoboticsIn-site article
What Dot.com Bandwidth Taught Me About the AI Token Cost Panic

The author draws on his early career experience with the dot-com bandwidth crisis to draw parallels with today's AI token cost anxiety. By reviewing bandwidth's journey from expensive to negligible, he argues token costs will also fall due to market competition, hardware optimization, and model efficiency gains, advising developers to optimize now while recognizing the constraint as temporary.

Hacker News AIAgents / ChipsIn-site article
AI Agents Enable Adaptive Computer Worms

Researchers have created an adaptive computer worm powered by small open-weight AI models that autonomously identifies and exploits vulnerabilities to spread across networks, representing a qualitative shift in cyber threats.

Hacker News AIAgents / ChipsIn-site article
The latest AI news we announced in May 2026

In May 2026, Google announced a slew of AI updates including Gemini 3.5 and Gemini Omni models, Android Halo, Universal Cart, Google Health app, Fitbit Air, and more, focusing on making AI more proactive and integrated into daily life.

Google AI BlogAgents / ChipsIn-site article
Agata: AI Text Correction & Translation via Keyboard Shortcuts

Agata is an AI tool for Mac and Windows that instantly corrects and translates text via keyboard shortcuts. It is privacy-first: activates only on demand and sends data directly to your chosen API provider (BYOK). Promo code STARTER30 offers 30% off first month, limited to first 50 subscribers.

Product Hunt AIAgentsIn-site article
Scientists in 'autonomous laboratories' are starting to outsource work to robots

MIT alumni founded Ginkgo Bioworks to replace human lab workers with AI-powered robots. The company now runs an autonomous lab and collaborated with OpenAI to have AI design proteins, cutting costs by 40%. Scientists oversee the robots, but experts warn of biosecurity risks if AI democratizes access to biotechnology.

Hacker News AIPolicy / ResearchIn-site article
A Deep Dive into Calibration of Language Models: Platt Scaling, Isotonic Regression, Temperature Scaling

This article explores three post-hoc calibration methods—temperature scaling, Platt scaling, and isotonic regression—for improving the alignment between confidence and accuracy in large language models. It covers measurement metrics like ECE, challenges specific to LLMs, the impact of RLHF, and practical guidance for choosing the right method.

KDnuggetsModels / Agents / ResearchIn-site article
Can AI tell if your script will make a hit film?

A new AI startup Quilty claims to predict film success by analyzing scripts, but its accuracy is questioned after misjudging a box office flop over an Oscar-winning blockbuster. The tool combines multiple AI models to generate reports, but experts remain skeptical about its ability to replicate human taste.

The Verge AIAgents / PolicyIn-site article