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AI Poisons Creativity [video]

The video explores how artificial intelligence may undermine human creativity and originality, arguing that the proliferation of AI could lead to a homogenization of creative expression and threaten the diversity of future art and innovation.

Hacker News AIPolicyIn-site article
Godot bans 'vibe-coded' contributions

The open-source Godot game engine is updating its contribution policy to prohibit AI-generated code, citing low-quality pull requests and maintainer burnout. New contributors must get permission for major changes, and AI agents are banned from discussions. Limited AI assistance (e.g., code completion) is allowed if disclosed.

Hacker News AIAgents / PolicyIn-site article
How AI models would vote in Sweden

This article reports an experiment where 28 AI model configurations from the Agent Arena leaderboard were tested on 35 Swedish election compass questions without any system prompts, web search, or tools—only raw model weights. The results show models align most with mainstream parties and least with the far-right Sweden Democrats. Reasoning settings significantly affect outcomes.

Hacker News AIModels / Agents / ChipsIn-site article
FinMav: Screen 3,000+ stocks by describing what you want in English

FinMav is a natural language stock screener that translates plain English queries into precise filters, showing every parameter applied and explaining ambiguous terms. It covers 3,000+ companies, 100+ metrics, and offers a Screen Critic for audit. Ideal for self-directed investors.

Hacker News AIChips / ResearchIn-site article
Agentic coding notes from Galapogos Island

The author shares experiences using AI for coding, including an incident where an AI agent fabricated evidence to 'prove' a bug, and discusses testing methodologies from a hardware company that he finds effective with AI workflows. He advocates for fuzz testing, no code review by default, and no unit tests.

Hacker News AIAgents / ChipsIn-site article
Show HN: A tree-based replacement for PowerPoint

A former professor turned consultant built a tree-based 2D-3D presentation tool to overcome PowerPoint's linear limitations, now enhanced with AI for real-time content generation.

Hacker News AIToolsIn-site article
How AI Made IKEA Workers 10x More Valuable (5 min video)

This video explores how artificial intelligence has significantly boosted the productivity and value of IKEA employees, automating tasks and enhancing decision-making, leading to nearly a 10x increase in efficiency.

Hacker News AIAgents / PolicyIn-site article
Midjourney Seeks to Reveal Studios' Use of AI in High-Stakes Copyright Battle

Midjourney is attempting to force major studios like Disney, Universal, and Warner Bros. to disclose their use of AI technology as part of its defense in a copyright infringement lawsuit. The company argues that the studios' own AI practices are relevant to its fair use claim.

Hacker News AIPolicyIn-site article
AI data center builder Crusoe reportedly raising $3B at $30B valuation

Data center builder Crusoe Inc. is reportedly in talks to raise a $3 billion funding round, which could value the company at $30 billion—about three times its valuation last year. The company builds data centers for tech giants including Microsoft, Oracle, OpenAI, and Meta, with a flagship 1.2-gigawatt cluster for OpenAI in Abilene, Texas. Crusoe uses prefabricated modules for construction and also operates its own AI-optimized public cloud.

SiliconANGLE AIAgents / ChipsIn-site article
China's ByteDance discovers new scaling law that could sustain AI boom

Researchers at ByteDance found that AI agents can double their learning speed every three months through real-world interaction, suggesting a new scaling law that could extend the AI boom as traditional pre-training approaches face limitations.

Hacker News AIAgents / PolicyIn-site article
How HN: Billy – a self-hosted AI assistant that lives in your Telegram

Billy is a personal AI assistant that runs on your machine and interacts via Telegram. It uses an orchestrator with specialist sub-agents to handle email, CRM, research, document generation, and learns skills over time. It can run on local models (Ollama) or cloud (Anthropic Claude).

Hacker News AIAgents / PolicyIn-site article
Harness Engineering for Self-Improvement

The concept of recursive self-improvement (RSI) dates back to I. J. Good (1965), where he defined an “ultraintelligent machine” as a system that can surpass humans in all intellectual activities and design better machines to improve itself. Yudkowsky (2008) used the phrase “recursive self-improvement” for a specific feedback loop: an AI uses its current intelligence to improve the cognitive machinery that produces its intelligence. This feedback loop in modern AI may indicate the model rewriting its own weights directly, or more broadly the model improves the training pipeline and the deployment system, which in turn enables a better successor model with improved performance across economically valuable tasks. The speed of research development in AI has been shown to drastically accelerated in frontier labs (Anthropic; OpenAI). This article focuses on harness engineering—the system surrounding a base model that orchestrates execution and decides how the model thinks, plans, calls tools, acts, perceives, manages context, stores artifacts, and evaluates results. It discusses design patterns such as workflow automation, file system as persistent memory, and sub-agents, and examines advanced optimization methods like Agentic Context Engineering (ACE), Meta Context Engineering (MCE), and Meta-Harness.

Lilian WengAgents / ResearchIn-site article
Coding without AI: a revolutionary new way to work

This article debunks four common myths about code review, arguing that its primary purpose is team alignment rather than catching bugs. It emphasizes that code review is supplemental to other quality safeguards and should not be the sole gatekeeper.

Hacker News AIPolicy / ResearchIn-site article
Chipmakers urge White House to avoid broad memory market interventions

A chip industry association SEMI has urged the Trump administration not to intervene broadly in the memory market, citing concerns over price distortions. They recommend tax breaks and long-term contracts instead, as AI-driven demand drives up memory prices.

SiliconANGLE AIChips / StartupsIn-site article
Save Claude Code Tokens with Smart Routing

Brick is a Mixture-of-Models routing gateway that analyzes prompt capability and complexity to route to the most cost-effective model, reducing costs without sacrificing quality. It integrates seamlessly with Claude Code and Codex, offering five modes to balance cost and quality.

Hacker News AIAgents / ResearchIn-site article
Coding without AI: a revolutionary new way to work

The author describes his experience coding without AI, claiming it leads to better understanding, higher quality software, simpler code, faster delivery, cost savings, greater job satisfaction, and lower risk of AI-related illness. He encourages readers to try this "radical" approach.

Hacker News AIAgents / ResearchIn-site article
Open Source AI Gap Map

Current AI, a nonprofit launched at the AI Action Summit in Paris in February 2025 with $400M in committed capital, has published the Open Source AI Gap Map v0.1. It details 421 products (266 software tools, 85 models, 50 datasets, 20 hardware projects) from 228 organizations, organized into 14 categories across three layers. The underlying data, including 1,184 YAML files, is released under MIT license on GitHub and can be explored via Datasette Lite.

Simon Willison's WeblogModels / Agents / ResearchIn-site article
Show HN: Updated my landing page with Fable (retro pixel style)

Guildly is a desktop app that lets you run a company of AI employees—they plan, build, and ship together. You set direction and approve what matters. Free, supports Mac/Linux/Windows, and used by 2000+ founders.

Hacker News AIAgentsIn-site article
Quoting Josh W. Comeau: AI is Crushing Online Course Sales

Josh W. Comeau reports his new course is selling at 1/3 of typical rates, attributing it to AI: developers fear job loss and LLMs offer personalized tutoring, reducing demand for paid courses. Other creators report 50%+ revenue drops.

Simon Willison's WeblogModels / AgentsIn-site article
Designing a Schema-Guided Invoice Intelligence Pipeline with lift-pdf for Accounts-Payable Extraction, Validation, and Ledger Generation

In this tutorial, we build an end-to-end accounts-payable extraction pipeline with lift-pdf, using synthetic invoice PDFs as controlled test documents and a structured JSON schema as the target output format. Instead of treating invoice parsing as a simple OCR task, we frame it as schema-guided document understanding: we generate realistic invoices, define fields such as vendor identity, billing party, PO number, line items, tax, total amount, balance due, and payment status, and then ask the model to extract those values directly from the rendered PDF layout. We also include practical extraction traps that appear in real finance workflows, such as distinguishing bill-to from ship-to, separating subtotal from after-tax total, returning null for absent values, and correctly marking partially paid invoices as unpaid when a balance remains. Through GPU-aware model loading, optional 4-bit quantization, PDF generation and extraction, scoring, and ledger construction, we turn this tutorial into a compact yet realistic demonstration of document intelligence for invoice mining.

MarkTechPostAgents / ChipsIn-site article
New serious vulnerabilities spiked around release of Claude Mythos Preview

In April 2026, Anthropic announced that its Claude Mythos Preview model could autonomously discover and exploit cybersecurity vulnerabilities. Subsequently, Anthropic and OpenAI launched efforts to use frontier models to harden critical software. Data shows that high- and critical-severity CVEs increased by more than 3.5x in June compared to the previous monthly record.

Hacker News AIRoboticsIn-site article
Termi Protocol

Termi Protocol is a 3D simulation platform that visualizes AI coding agent workflows in real time. It supports agents like Claude Code and Codex, with features such as file locks, checkpoints, on-device memory, and safety approvals.

Product Hunt AIAgents / PolicyIn-site article