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Godot will no longer accept AI-authored code contributions

The Godot Foundation announces new contribution guidelines forbidding AI-authored code, AI-agent pull requests, and AI-generated text in human communication, citing the draining and demoralizing effect of low-quality AI slop on maintainers.

Hacker News AIAgents / Chips / PolicyIn-site article
Gemini Spark updates: macOS launch, connected apps and more

Google announces major updates to Gemini Spark, including a macOS desktop app, integrations with Google Tasks, Keep, Canva, Dropbox, Instacart, OpenTable, and Zillow Rentals, and real-time topic tracking. The macOS app automates file and app tasks across the desktop with remote execution coming soon. Spark can now intelligently monitor sports, finance, news, and more.

Hacker News AIAgentsIn-site article
The Singham Ground Game

A new report reveals that China-aligned 'ground game' activities have stalled or blocked $23.6 billion in American AI infrastructure investments, detailing systematic interference.

Hacker News AIPolicy / ResearchIn-site article
Gitpulse – AI-generated conventional commits from your terminal

Gitpulse is a command-line tool that uses AI to analyze staged changes and generate commit messages following the Conventional Commits format. It supports multiple AI providers (OpenCode, OpenAI, Ollama), offers interactive and automatic modes, and can install a Git hook for streamlined workflow.

Hacker News AIAgentsIn-site article
Gemini Omni Flash

Gemini Omni Flash enables high-quality video generation and conversational editing, allowing users to create and modify videos through natural language interaction.

Product Hunt AIAgentsIn-site article
Claude Sonnet 5 – benchmark results

Anthropic's Claude Sonnet 5 (Adaptive Reasoning, Max Effort), released June 2026, scores 53 on the Artificial Analysis Intelligence Index, well above average. It supports text and image input, text output, 1M token context window, and is priced at $0.00 per 1M tokens for both input and output, making it highly competitive.

Hacker News AIModels / Agents / ResearchIn-site article
Adam CAD Copilot

Adam CAD Copilot is an AI-powered design assistant integrated into Onshape and Fusion 360, helping engineers efficiently complete CAD tasks.

Product Hunt AIToolsIn-site article
Why AI Hasn't Cured Anything yet

This video explores the reasons why artificial intelligence has not yet led to significant medical cures, despite its potential.

Hacker News AIPolicyIn-site article
We used coding agents to add RonSQL support to RonDB

The author shares how they used AI coding tools Claude and Codex to add complex SQL support (CTEs and pushdown join aggregation) to RonDB in five months, a feature that had been on the TODO list for over ten years. The article discusses the development model, testing approach, and lessons learned.

Hacker News AIAgentsIn-site article
Show HN: Frontier AI Lab Jobs – Open Jobs by Function at OpenAI, Anthropic

The author, from an economics and policy background, built a taxonomy to map job postings at AI labs into departments and functions, making it easier to understand where each lab is hiring. It serves as a job search tool and personal research project, shared for feedback.

Hacker News AIPolicy / ResearchIn-site article
Google’s NotebookLM can sum up your research in a TikTok-style clip

Google's NotebookLM is adding a new way to catch up on your notes: TikTok-style AI videos. The new feature is rolling out to Google AI Ultra and Pro subscribers, allowing NotebookLM to generate 60-second vertical AI clips based on the sources you upload to the app.

The Verge AIResearchIn-site article
The AI Mirage or Why I Think the Hype Can't Sustain Itself

The article argues that AI, particularly LLMs, cannot achieve 100% reliability, necessitating human verification that undermines efficiency gains. Drawing parallels to self-driving cars and code generation, the author contends that the hype and sky-high valuations are unjustified, as the bottleneck remains human oversight.

Hacker News AIPolicy / StartupsIn-site article
Demystifying Security Risks of AI-Powered Applications on Pre-Trained Model Hubs

Researchers present the first systematic security analysis of AI-Apps on platforms like Hugging Face, identifying five threat categories and ten attack vectors. Over 970,000 public AI-Apps were analyzed, revealing thousands with leaked credentials, hundreds vulnerable to code execution, and tens with embedded backdoors.

Hacker News AIModels / Policy / ResearchIn-site article
A New Look at AI's Impact on Jobs

This article from Ramp.com takes a fresh perspective on how artificial intelligence is reshaping the job market, highlighting both challenges and opportunities.

Hacker News AIToolsIn-site article
Will AI make companies outsource more, or less?

This article explores AI's dual impact on business outsourcing and solopreneurship. On one hand, AI may lower transaction costs, enabling more solo ventures and outsourcing. On the other, AI could increase costs due to fraud and unreliability, pushing firms to insource. It references transaction cost theory and analyzes the net effect.

Hacker News AIAgents / ResearchIn-site article
Introducing Claude Sonnet 5 on AWS: Anthropic’s most capable Sonnet model

Anthropic announced the launch of Claude Sonnet 5 on Amazon Bedrock and Claude Platform on AWS. This new model delivers near-Opus intelligence for coding, agents, and professional work at Sonnet pricing, making it ideal for scalable everyday tasks. The article details its improvements, industry use cases, and provides step-by-step integration guides with code examples.

AWS Machine Learning BlogModels / Agents / ResearchIn-site article
ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

IBM Research introduces ScarfBench, an open benchmark for evaluating AI agents on cross-framework migration tasks in Enterprise Java. The benchmark includes 34 applications, 102 framework implementations, and 204 migration tasks. Current top agents achieve less than 10% behavioral success, highlighting the difficulty of preserving behavior during migration.

Hugging Face BlogAgents / ResearchIn-site article
Claude Sonnet 5

Claude Sonnet 5 is Anthropic's most agentic Sonnet model yet, capable of planning, using tools, and autonomously completing complex tasks. It delivers major improvements in reasoning, coding, and knowledge work with performance approaching Opus 4.8 at lower cost. Available now across all Claude apps for all user tiers.

Product Hunt AIModels / Agents / ResearchIn-site article
Embedding Forbidden Text in Spyware to Discourage AI Analysis

A malware developer is embedding text about nuclear and biological weapons in spyware to prevent automatic AI analysis. The technique places policy-triggering content inside a JavaScript comment, causing AI scanners to refuse or misclassify the file, but it does not fool traditional detection methods.

Hacker News AIModels / Policy / ResearchIn-site article
Claude Science

Claude Science is introduced as a research partner for rigorous scientific work, now available on Product Hunt.

Product Hunt AIResearchIn-site article
How the AI bubble could pop and take down the global economy according to BIS

The Bank for International Settlements warns that current AI investment frenzy mirrors historical bubbles like the dotcom boom. Hyperscalers are set to spend over $1 trillion on AI capex in 2026, risking a recession if returns disappoint. Supply-side bottlenecks and opaque financing amplify vulnerabilities.

Hacker News AIChips / Policy / StartupsIn-site article
AI coding tools should reach beyond the editor

AI-assisted coding tools are currently confined to the code editor, but software development is a loop spanning project management, coding, and infrastructure. This article argues that AI assistants should extend across the entire development cycle, using natural language as an interface to all three pillars, enabling them to better understand intent, verify their own work, and increase efficiency.

Hacker News AIAgents / StartupsIn-site article
The AI Compass

A political compass style quiz about AI and AI ethics, with 29 questions mapping to 30 archetypes. Creator bambamramfan, author Simon Willison got 'The Garage Tinkerer'.

Simon Willison's WeblogModels / AgentsIn-site article
Clusy: AI Notebook Platform for Modern Data Science

Clusy is an agent-native notebook platform for researchers and data teams to build, branch, run, and evaluate ML and data science workflows in the cloud. Describe a goal in natural language, and Clusy plans the workflow, sources datasets, preprocesses data, runs parallel experiments in replicated kernels, compares model architectures, and helps produce optimal models through a human-in-the-loop notebook experience.

Product Hunt AIAgents / ResearchIn-site article
Show HN: I built an AI agent to yell at me about my ADHD

A developer with ADHD created an AI agent named 'hex' to manage his calendar, tasks, notes, and more, integrating multiple tools and specialist agents. The article covers hex's features, technical architecture, challenges faced, and lessons learned.

Hacker News AIAgents / ResearchIn-site article
Enforcing Invariants in AI-Generated Code with ADRs and Contracts

This article introduces methods to enforce invariants in AI-generated code using Architecture Decision Records (ADRs) and RFC 2119 keywords. It describes how to record architectural decisions as invariants, ensure AI agents consult them, and back them with deterministic checks to prevent violations.

Hacker News AIAgentsIn-site article
No Memory of Its Own: Governing a Visiting Agent on Sovereign Data

The enterprise data room was built for human visitors with lossy memory. AI agents invert every assumption: they remember perfectly, carry data out, and operate on infrastructure the owner does not control. This note characterizes the problem of cross-organizational agentic data sharing and argues that the solution lies in treating memory as a service of the agentic operating system, not a possession of the agent. The resulting construct is an agentic data enclave.

Hacker News AIAgents / PolicyIn-site article