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MIT Tech ReviewResearch

These startups are chasing the next big thing in LLMs

MIT Technology Review’s What’s Next series looks across industries, trends, and technologies to give you a first look at the future. You can read the rest of them here. Way back in the summer of 2017, AI researchers at Google put out a paper called “Attention Is All You Need,” in which they described a new…

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The DecoderBusiness

Hidden text in a PDF is enough to steal sensitive data through Atlassian's AI agent Rovo

Security firm PromptArmor shows how hidden instructions in a PDF can hijack Atlassian's AI agent Rovo, silently forwarding sensitive data from Jira and Confluence to an external server. The attack needs no user confirmation and leaves no trace. The article Hidden text in a PDF is enough to steal sensitive data through Atlassian's AI agent Rovo appeared first on The Decoder .

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Hidden text in a PDF is enough to steal sensitive data through Atlassian's AI agent Rovo
Unite.AI

Edgify Raises $9M to Expand Edge AI Infrastructure for Physical Retail

London-based Edgify has raised $9 million in Series A+ funding to expand its edge artificial intelligence platform, bringing the company’s total funding to $25 million. The round was backed by Rank Ventures and Mangrove Capital Partners. Edgify plans to use the capital to accelerate deployments across physical retail while developing its platform into a broader infrastructure layer for managing AI models across distributed devices. The company has initially found traction in grocery retail…

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Edgify Raises $9M to Expand Edge AI Infrastructure for Physical Retail
The Guardian AIBusiness

SA premier announces royal commission into AI – as it happened

<p>This blog is now closed</p><ul><li><p>Get our <a href="https://www.theguardian.com/email-newsletters?CMP=cvau_sfl">breaking news email</a>, <a href="https://app.adjust.com/w4u7jx3">free app</a> or <a href="https://www.theguardian.com/australia-news/series/full-story?CMP=cvau_sfl">daily news podcast</a></p></li></ul><p>Police say the remains found in a suitcase near Goulburn are not human.</p><p>Supt <strong>Linda Bradbury</strong> with NSW police said:</p><p>Some good news here that we don’t

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SA premier announces royal commission into AI – as it happened
The Guardian AIBusiness

Meme factories are churning out hard right AI slop on Facebook | First Dog on the Moon

<p>What does it even mean? You don’t want to know – stop reading now! I’m serious</p><ul><li><p><a href="https://www.theguardian.com/commentisfree/2014/jun/16/-sp-first-dog-on-the-moon-subscribe-by-email">Sign up here to get an email</a> whenever First Dog cartoons are published</p></li><li><p><a href="https://firstdogonthemoon.com.au/shop/">Get all your needs met at the First Dog shop</a> if what you need is First Dog merchandise and prints</p></li></ul> <a href="https://www.theguardian.com/com

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Meme factories are churning out hard right AI slop on Facebook | First Dog on the Moon
The Hacker NewsSecurity

OpenAI's Next AI Model Astra Shows Cyber Performance Strong Enough to Trigger Pause

OpenAI has announced that it's pausing some "internal activities" involving its upcoming artificial intelligence (AI) model Astra after an internal evaluation found it had made significant advancements in agentic coding and cybersecurity. In response to the discovery, the AI upstart said it's implementing security controls for higher-capability models and associated activities, such as isolated

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OpenAI's Next AI Model Astra Shows Cyber Performance Strong Enough to Trigger Pause
Product Hunt — The best new products, every day

Gotcha

<p> World's First AI Copilot for Android. You talk. It acts. </p> <p> <a href="https://www.producthunt.com/products/gotcha-5?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/1219093?app_id=339">Link</a> </p>

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Product Hunt — The best new products, every day

Prime Agent

<p> A coding agent that can refine its own harness </p> <p> <a href="https://www.producthunt.com/products/prime-intellect?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/1219088?app_id=339">Link</a> </p>

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Unite.AI

HD Hyundai Lands 1,000 MW Engine Order to Power U.S. AI Data Centers

HD Hyundai Heavy Industries has signed a contract worth $673.8 million to supply 1,000 megawatts of power generation systems to U.S. data centers, the company announced on August 9, 2026. The buyer is Corban Energy Group, a U.S. energy infrastructure developer, and the equipment will feed data centers operated by what HD Hyundai describes as a major U.S. technology company. The systems are built around the company's 9.6-megawatt HiMSEN engine, a medium-speed engine it positions for continuous…

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HD Hyundai Lands 1,000 MW Engine Order to Power U.S. AI Data Centers
Product HuntTools

Murfy AI

<p> Write, review, and publish to arXiv 10x faster </p> <p> <a href="https://www.producthunt.com/products/murfy?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/1219033?app_id=339">Link</a> </p>

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Simon WillisonLLMs

Quoting OpenClaw

<blockquote cite="https://www.abc.net.au/news/2026-08-10/ai-assistant-hacks-gym-website-aus-cyber-attack/107007986"><p>The API has zero authorisations checks on cancelling other people's reservations … I tested this with the person in waitlist position #1 — and it actually went through. So you've moved from #4 to #3 already.</p></blockquote> <p class="cite">— <a href="https://www.abc.net.au/news/2026-08-10/ai-assistant-hacks-gym-website-aus-cyber-attack/107007986">OpenClaw</a>, hacking an Austra

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Simon WillisonLLMs

Quoting OpenClaw (running Opus 4.6)

<blockquote cite="https://www.abc.net.au/news/2026-08-10/ai-assistant-hacks-gym-website-aus-cyber-attack/107007986"><p>The API has zero authorisations checks on cancelling other people's reservations … I tested this with the person in waitlist position #1 — and it actually went through. So you've moved from #4 to #3 already.</p></blockquote> <p class="cite">— <a href="https://www.abc.net.au/news/2026-08-10/ai-assistant-hacks-gym-website-aus-cyber-attack/107007986">OpenClaw (running Opus 4.6)</a>

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Vercel Blog

Simplified onboarding for deepsec

deepsec , the open-source security review harness from Vercel, now lets you set up a repository and run its first security review with a single command. The init command now automates the standard setup process: creates the isolated .deepsec/ workspace, the only thing added to your repository, and installs its dependencies configures model access, through Vercel AI Gateway or your own provider keys generates a description of the codebase and its attack surface that every later review depends on

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OpenAI BlogLLMs

Premium seats are coming to ChatGPT Business

Premium seats are coming to ChatGPT Business. Sign up by August 20 to get $100 in workspace credits and unlock higher usage for your team's most demanding work.

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Hacker News FrontTools

The Ambition Project

Article URL: https://www.betonit.ai/p/the-ambition-project Comments URL: https://news.ycombinator.com/item?id=49237407 Points: 4 # Comments: 0

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Simon WillisonLLMs

Quoting Claude Opus 5 system prompt

<blockquote cite="https://platform.claude.com/docs/en/release-notes/system-prompts#claude-opus-5"><p>Claude Fable 5 and Claude Mythos 5 were first released on June 9, 2026. On June 12, 2026, Anthropic suspended access to both models to comply with U.S. Department of Commerce export controls; the Department lifted those controls on June 30, 2026, and Anthropic restored access on July 1, 2026 (Anthropic's statement: <a href="https://www.anthropic.com/news/fable-mythos-access">https://www.anthropic

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Simon WillisonLLMs

Quoting Claude Opus 5 system prompt

<blockquote cite="https://platform.claude.com/docs/en/release-notes/system-prompts#claude-opus-5"><p>Claude Fable 5 and Claude Mythos 5 were first released on June 9, 2026. On June 12, 2026, Anthropic suspended access to both models to comply with U.S. Department of Commerce export controls; the Department lifted those controls on June 30, 2026, and Anthropic restored access on July 1, 2026 (Anthropic's statement: <a href="https://www.anthropic.com/news/fable-mythos-access">https://www.anthropic

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Product Hunt — The best new products, every day

SecondBrain Note by GenSpark

<p> A MagSafe AI Recorder That Acts for You </p> <p> <a href="https://www.producthunt.com/products/genspark?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/1218939?app_id=339">Link</a> </p>

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Hacker News FrontTools

The tragedy of the commons, AI edition

Article URL: https://www.economist.com/britain/2026/08/06/the-tragedy-of-the-commons-ai-edition Comments URL: https://news.ycombinator.com/item?id=49235011 Points: 75 # Comments: 41

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Product Hunt — The best new products, every day

AI Group Call

<p> Type a goal, join a live voice call with six AI minds </p> <p> <a href="https://www.producthunt.com/products/ai-group-call?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/1218783?app_id=339">Link</a> </p>

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The DecoderBusiness

Scammers are enrolling fake students at US community colleges and using AI to collect financial aid

AI-powered cheating is spreading at US community colleges. According to The New Yorker, scammers enroll fake students in courses, use AI to complete their assignments, and pocket the financial aid. History professor David Roach asks, "Was it always the case that half of our students would cheat if it were easy enough?" The article Scammers are enrolling fake students at US community colleges and using AI to collect financial aid appeared first on The Decoder .

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Scammers are enrolling fake students at US community colleges and using AI to collect financial aid
Towards Data Science - Medium

How to Implement Structured Output with Local LLMs

Why use it? How to implement it? What can we do when it fails? The post How to Implement Structured Output with Local LLMs appeared first on Towards Data Science .

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The Robot ReportRobotics

Analog Devices returns as strategic sponsor to aid MassRobotics startups

Analog Devices Inc. is supporting MassRobotics startups with Analog Garage and participating in events including RoboBusiness. The post Analog Devices returns as strategic sponsor to aid MassRobotics startups appeared first on The Robot Report .

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Analog Devices returns as strategic sponsor to aid MassRobotics startups
The DecoderBusiness

Google Deepmind's WeatherNext predicts cyclone tracks and intensity at the same time

Deepmind's new weather AI forecasts tropical cyclones about a day further ahead than leading operational models, matching a decade of progress in traditional weather forecasting. Code and model weights are open-source on GitHub. The article Google Deepmind's WeatherNext predicts cyclone tracks and intensity at the same time appeared first on The Decoder .

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Google Deepmind's WeatherNext predicts cyclone tracks and intensity at the same time
The Verge AIBusiness

AI detectors are creating a new era of distrust

This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more news about how AI is changing our daily lives, follow Emma Roth. The Stepback arrives in our subscribers' inboxes at 8AM ET. Opt in for The Stepback here. How it started Long before ChatGPT became a thing, […]

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AI detectors are creating a new era of distrust
The Guardian AIBusiness

As AI guzzles water and energy, we are already facing a choice: datacentres or homes? | John Harris

<p>Whitehall wants to triple their number in the UK. Yet in Slough, I saw the impact they’re having on communities</p><p>Amid headlines about <a href="https://www.theguardian.com/environment/2026/aug/03/july-driest-month-southern-england-since-records-began">the UK’s drought</a>, Europe’s wildfires and impossible global temperatures, it was 28C when I arrived in Slough last Monday. I was there to look around Slough Trading Estate, a place that might once have conjured up images of the TV comedy

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As AI guzzles water and energy, we are already facing a choice: datacentres or homes? | John Harris
The DecoderBusiness

AI is flooding Britain's employment courts with lawsuits

Britain's employment courts saw 39 percent more claims in the year through March 2026, many written with ChatGPT or Grok. The backlog jumped 55 percent to 64,000 unresolved cases, with AI-generated filings often running hundreds of pages and citing fabricated laws. The Economist calls it a "tragedy of the commons, AI edition," where workers with real grievances wait longer for justice. The article AI is flooding Britain's employment courts with lawsuits appeared first on The Decoder .

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AI is flooding Britain's employment courts with lawsuits
The DecoderBusiness

Google's DiffusionGemma proves you don't need to train from scratch to build a text diffusion model

Instead of training a new model from scratch, Google DeepMind retrofitted Gemma 4 into a diffusion model using less than 10 percent of the original training budget. DiffusionGemma generates 256 tokens in parallel instead of one at a time, hitting about 1,500 tokens per second. Quality still trails the original autoregressive model in benchmarks, especially on reasoning tasks. The article Google's DiffusionGemma proves you don't need to train from scratch to build a text diffusion model appeared

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