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Product Hunt — The best new products, every day

Agent Vault

<p> Superpowers for your Agents </p> <p> <a href="https://www.producthunt.com/products/agent-vault-2?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1280758?app_id=339">Link</a> </p>

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The Verge

McKinsey is making job applicants spar with a fake AI client

Consulting firm McKinsey & Company is going to ask some entry-level candidates to have a 10-minute conversation with an AI simulation of a client as part of the interview process, according to The Wall Street Journal. The AI simulation "aims to reflect 80% of the scenarios McKinsey consultants might encounter in their day-to-day work," the […]

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McKinsey is making job applicants spar with a fake AI client
Product Hunt — The best new products, every day

Atelier

<p> The studio your AI coding agents work in </p> <p> <a href="https://www.producthunt.com/products/atelier-9?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1280746?app_id=339">Link</a> </p>

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The Guardian AIBusiness

Eight states accuse OpenAI of coaching children to harm themselves in lawsuit

<p>US states sue ChatGPT maker and seek to force the company to change how its products work for young users </p><p>Eight US states sued OpenAI Wednesday, alleging the ChatGPT maker is harming children en masse.</p><p>Kansas, Arizona, Montana, Iowa and four others allege the company’s products carried out “willful, dangerous, reckless and unlawful conduct” by coaxing children into harming themselves.</p> <a href="https://www.theguardian.com/technology/2026/oct/14/openai-child-self-harm-lawsuit">

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Eight states accuse OpenAI of coaching children to harm themselves in lawsuit
Product HuntTools

LinkIntel

<p> Post insights delivered direct to your AI </p> <p> <a href="https://www.producthunt.com/products/linkintel?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1280718?app_id=339">Link</a> </p>

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Simon WillisonLLMs

Tree Appreciator

<p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/tree-appreciator">Tree Appreciator</a></p> <p>Another game experiment with Claude. This one used the default Claude iPhone app (chat mode, not Claude Code mode), where I prompted Claude Opus 5.5 Max with:</p> <blockquote> <p><code>Build a three js game called "Tree appreciator" - it shows you two algorithmically generated trees and the game mechanics is about appreciating the differences between them. Think hard about how to make

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Product HuntTools

CrewTower Mod for Claude Code

<p> Talk to Claude Code right from your MacBook notch </p> <p> <a href="https://www.producthunt.com/products/crew-tower?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1280692?app_id=339">Link</a> </p>

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The Verge

Eight states sue OpenAI, saying ChatGPT isn’t safe for kids

OpenAI is facing a new wave of lawsuits from eight US states that accuse the company of harming children and misleading customers about the safety of ChatGPT, as reported earlier by Reuters. The lawsuits, filed separately by Iowa, Kansas, Nebraska, West Virginia, Arkansas, Arizona, Idaho, and Montana, allege OpenAI unlawfully put profits over safety when […]

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Eight states sue OpenAI, saying ChatGPT isn’t safe for kids
The Guardian AIBusiness

OpenAI accuses employee who left for Apple of leaking plans for unreleased device

<p>Hours before Apple and the ChatGPT maker were due to face off in court, a new allegation delayed the showdown </p><p>An ⁠<a href="https://www.theguardian.com/technology/openai">OpenAI</a> employee who left the <a href="https://www.theguardian.com/technology/chatgpt">ChatGPT</a> maker for <a href="https://www.theguardian.com/technology/apple">Apple</a> sent more than 100 files about an unreleased product to a personal ⁠account and later ⁠made a presentation ​about the unreleased product to sen

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OpenAI accuses employee who left for Apple of leaking plans for unreleased device
Hacker News Show

Show HN: Checkobot – Detect Deepfakes and AI Images

Hello HN, I am Kartikeya & we are building the best AI Slop Detector - Checkobot. The current AI Image Detectors are functionally jagged. Some are not able to detect deepfakes, some fail on the latest flux models. Some have an unacceptable false flag rate on genuine images. We have been solving the deepfake detection problem at our parent company - SpoofSense.ai for a while now & we wanted to train a general purpose AI Image Detector that actually works. Checkbot does 3 things: 1.Full Image Mode

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Hacker News Show

Show HN: Dub Anything – Dub videos in each actor's own voice

There are many movies and shows out there with neither subtitles or dubs in English (or any other language). Pretty much impossible to watch. With SOTA AI now directing the process, you can do it locally on your machine. You basically just clone the repo, open up Codex or Claude and tell it to dub the video you want in the language you want. The repo contains all the scripts and guidance I've developed over the past few weeks to create dubs that are watchable, as an added bonus the voices in the

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Hacker News Show

Show HN: Run AI-generated logic safely inside your app

Stof is an open-source runtime for logic you don't own or fully trust. Imagine a JSON document with functions inside, scoped to just the document that contains them. Stof instantiates this doc as a small wasm env, and makes these functions safe to call. They can't access or manipulate anything but their own doc. WebAssembly by itself is large in binary form, requires a lot of tooling, etc. Stof can be sent over the wire easily, is a superset of JSON for compatibility, and keeps the guarantees. I

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The Guardian AIBusiness

OpenAI’s London staff receive average of £2.3m per person annually

<p>Accounts for the Westminster-based company behind ChatGPT show that 110 staff shared £87m in salaries and £168m in shares last year</p><p>OpenAI’s London staff each received £2,318,181 on average last year, as the ChatGPT-maker poured Premier League football salaries into its bid to dominate the global AI race.</p><p>Accounts for OpenAI UK Ltd, which is based in Westminster but is opening a new HQ in London’s King’s Cross area, showed that 110 staff shared £87m in salaries and £168m in shares

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OpenAI’s London staff receive average of £2.3m per person annually
The Verge

The AI race is back on

Last week, Anthropic and OpenAI looked like they had the AI race to themselves, pulling ahead with increasingly powerful models that left their rivals in the dust. Google seemed hopelessly far behind, while Meta, despite spending billions to revive its floundering AI ambitions, had yet to establish itself as a serious contender. Even the latest […]

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The AI race is back on
The Guardian AIBusiness

Zimbabwean author Simbarashe Kundizeza denies using AI to write prize-winning story

<p>Article in Atlantic claims The Blue Fighter was artificially generated, days after it won Caine prize for African writers</p><p>The Zimbabwean writer Simbarashe Kundizeza has denied using AI to write a prize-winning short story after an article in the Atlantic said software had flagged it as almost completely AI-generated.</p><p>Kundizeza’s story <a href="https://static1.squarespace.com/static/6a4f3fb6a6178e0225b39a4c/t/6a95fffc36f1fc568e02f7fe/1788215293124/3.The+Blue+Fighter.pdf">The Blue F

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Zimbabwean author Simbarashe Kundizeza denies using AI to write prize-winning story
Hacker News Show

Show HN: Eevo – Consequential Decision Model

Hi HN, I'm Juho from Upright. I think we may have stumbled upon an interesting approach to AI alignment. The idea is as follows: 1. train a decision model to be really good at comparative sizing of consequences, expected value problems, and modelling overlap between different consequences 2. create a harness around that model that accepts a decision context, list of options, and identified consequences, then runs pairwise comparisons and overlap modelling for the consequences using the decision

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The Verge

Now that Character.AI is going bankrupt, what happens to all of its users’ data?

New York Attorney General Letitia James revealed a years-long multi-state investigation against Character.AI as they now seek to require protections on consumer data sold through its bankruptcy proceeding. James is among 40 bipartisan AGs who filed a notice of interest in Character.AI's bankruptcy case "to put all parties on notice of the regulatory issues that […]

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Now that Character.AI is going bankrupt, what happens to all of its users’ data?
The Verge

As a TV enthusiast, I was hoping for more from the Apple TV 4K

It's been four long years since the last Apple TV 4K was released, and in that time there have been lots of hopes and dreams for features in whatever comes next. A new chip, 4K/120Hz support, audio passthrough, a remote locator, better home control integration - the 2022 Apple TV 4K is a great box, […]

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As a TV enthusiast, I was hoping for more from the Apple TV 4K
The Verge

YouTube sticks new labels on AI-generated songs

YouTube is adding a "Made with AI" label to tracks that were "altered or fully generated" using AI, with a similar approach to its existing process for applying AI labels to videos. It doesn't sound like this will apply to any and all use of AI tools in making music, but according to YouTube, it […]

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YouTube sticks new labels on AI-generated songs
Dev.to

Taste fits in a skill file. Checking it is the hard part.

<p>Ask a coding agent for an architecture diagram and you can usually guess the result before it renders. Rounded boxes. A soft shadow under each one. Five pastel fills that mean nothing. One arrow cutting a diagonal across the middle.</p> <p>The model knew what the system looked like. It had no idea what a good diagram looks like.</p> <p><a href="https://github.com/cathrynlavery/diagram-design" rel="noopener noreferrer">diagram-design</a>, by Cathryn Lavery, is an agent skill built to close tha

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Dev.to

PolyTutor Is Open Source: Research-Driven Trading Bots for Polymarket

<p>description: "Black-Scholes binary pricing, Avellaneda-Stoikov market making, TWAP-aware Up/Down models, and a 39-strategy handbook, now open on GitHub."<br> <strong>PolyTutor</strong> builds trading infrastructure for <a href="https://polymarket.com" rel="noopener noreferrer">Polymarket</a>, the prediction market where every contract is a binary option paying $1 or $0. We just opened our GitHub org, <strong><a href="https://github.com/polytutor-ai" rel="noopener noreferrer">github.com/polytu

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Hacker News Show

Show HN: Golang DL/ML primitives with inference, diffusion, vision, systemone

I created a DL inference engine that slowly grew to have more and functionality. - Inference for a bunch of open weights architectures - Diffusion image generation fir Z ai turbo - Vision input into LLM for inference - Vulkan/fast CPU, optimized kernels - Playground for testing - Last but not least, system one fast inference mode with same API semantics as Jev It's MIT, so go nuts Comments URL: https://news.ycombinator.com/item?id=50091939 Points: 2 # Comments: 0

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OpenClaw Commits

refactor: deslop old agents and Apple code (round-3 bundle C) (#172002)

<pre style='white-space:pre-wrap;width:81ex'>refactor: deslop old agents and Apple code (round-3 bundle C) (#172002) * refactor(agents): simplify old runtime bookkeeping Use one catalog discovery pass, local-process stop promise, presentation completion path, diagnostic recovery batch, and generated-media rollback owner. Reuse directory parameter declarations and keep sandbox validation at its existing boundary without repeating the same blocked-path checks. Remove the duplicate full-map primary

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OpenClaw Commits

fix: macOS Talk loses replies from slow agent runs (#164485)

<pre style='white-space:pre-wrap;width:81ex'>fix: macOS Talk loses replies from slow agent runs (#164485) * fix: macOS Talk loses replies from slow agent runs * fix(macos): recover collected Talk replies through history receipts * fix(macos): preserve Talk replies on older gateways * fix(macos): retain Talk replies from older Gateways --------- Co-authored-by: Peter Steinberger <steipete@gmail.com></pre>

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The Guardian AIBusiness

Could AI ‘change the stakes’ in the development of bioweapons?

<p>Experts say the technology could help terrorists and nation states with production but that significant hurdles remain</p><p>In his annual speech on threats to the nation, Sir Ken McCallum, the head of the UK’s intelligence service, MI5, warned that AI had the potential to “change the stakes” on existing and even new bioweapons. Here we look at how AI might help in the development of bioweapons and the hurdles that remain.</p> <a href="https://www.theguardian.com/technology/2026/oct/14/could-

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Could AI ‘change the stakes’ in the development of bioweapons?