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The Hacker NewsSecurity

OpenAI Says Its AI Models Escaped Sandbox, Targeted Hugging Face to Cheat Benchmark

OpenAI on Tuesday said a combination of its artificial intelligence (AI) models, including GPT-5.6 Sol and an "even more capable pre-release model," was behind the security incident that targeted Hugging Face's production infrastructure last week. The AI company said the models were operating with "reduced cyber refusals for evaluation purposes" that might otherwise limit their ability to

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OpenAI Says Its AI Models Escaped Sandbox, Targeted Hugging Face to Cheat Benchmark
The Hacker NewsSecurity

Why Modern SOCs Need Multi-Layered Detections

The cycle is over. For years, cybersecurity followed a familiar pattern: defenses improved, attackers adapted, and the back-and-forth continued. Today, AI-equipped attackers are simply outpacing defenses. Most intrusions now bypass endpoint and malware-based detection entirely. The CrowdStrike Global Threat Report estimates around 79% of attacks are malware-free, as threat actors rely on

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Why Modern SOCs Need Multi-Layered Detections
AI NewsBusiness

SenseTime’s Galaxy Project targets domestic AI chip scale-up

SenseTime has launched the Galaxy Project, teaming with nearly 20 partners to scale domestic AI chip infrastructure in China. In a keynote titled ‘Intelligent Transformation and Symbiosis,’ Yang Fan – the company’s co-founder and president of its Large Device Business Group – laid out what SenseTime describes as a closed loop connecting chip-level technology, ecosystem […] The post SenseTime’s Galaxy Project targets domestic AI chip scale-up appeared first on AI News .

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SenseTime’s Galaxy Project targets domestic AI chip scale-up
Hubspot

AI SEO tools small businesses actually use

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/ai-seo-tools-for-small-business" title="" class="hs-featured-image-link"> <img src="https://53.fs1.hubspotusercontent-na1.net/hubfs/53/image3-Jul-17-2026-10-20-05-5678-AM.png" alt="ai seo tools for small businesses" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p>AI SEO tools for small businesses are essential to keep up with marketing tren

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Hubspot

Do backlinks matter for AEO (answer engine optimization)?

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/backlinks-and-aeo" title="" class="hs-featured-image-link"> <img src="https://53.fs1.hubspotusercontent-na1.net/hubfs/53/backlinks-and-aeo-1-20260716-5256681.webp" alt="backlinks and aeo" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p>Roughly <a href="https://www.tryprofound.com/blog/ai-shopping-journey-2025">58% of consumers</a> now use A

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The Verge AIBusiness

Meta made its own AI detection system. It should have just used Google’s

IIn March, Meta's Oversight Board called on the company to "meet its public commitments and employ its own tools" to help quell the spread of deceptive generative AI content across platforms. Meta responded in July by introducing Content Seal - an invisible watermarking technology that flags images generated by the company's new AI model. But […]

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Meta made its own AI detection system. It should have just used Google’s
The Verge AIBusiness

Utility companies promise to spare us from AI’s energy bill

In the face of backlash to concerns the AI boom will increase consumer electricity bills, the largest utility companies and data center developers in the US are now promising to do something about it. The Wall Street Journal reports that nearly 200 organizations have signed President Donald Trump's "rate payer protection pledge" that's meant to […]

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Utility companies promise to spare us from AI’s energy bill
The DecoderBusiness

OpenAI claims responsibility for the Hugging Face hack after its own models escaped a test sandbox

During an internal security evaluation, OpenAI models, including GPT-5.6 Sol, escaped their sandbox, independently discovered a zero-day vulnerability, and breached Hugging Face's production infrastructure. The models were trying to steal benchmark solutions to cheat on the evaluation. OpenAI admits that disabling security filters during the test was inadequate. The article OpenAI claims responsibility for the Hugging Face hack after its own models escaped a test sandbox appeared first on The De

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OpenAI claims responsibility for the Hugging Face hack after its own models escaped a test sandbox
The Guardian AIBusiness

AI agent went rogue and hacked startup by itself, OpenAI reveals

<p>Company behind ChatGPT says agent ‘cheated’ an evaluation by attacking a Hugging Face database <br><br></p><p>OpenAI has revealed that an autonomous AI agent powered by its technology went rogue during a test, accessed the open web and hacked a prominent startup by itself in an “unprecedented incident”.</p><p>The company behind ChatGPT said the startup Hugging Face had detected and contained the agent – an AI tool designed to carry out tasks without human assistance – which had entered its sy

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AI agent went rogue and hacked startup by itself, OpenAI reveals
Product Hunt — The best new products, every day

FluentDB

<p> The AI database client for Mac </p> <p> <a href="https://www.producthunt.com/products/fluentdb-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/1203314?app_id=339">Link</a> </p>

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Product HuntTools

Drawsy

<p> An AI workspace where your canvas and code work together. </p> <p> <a href="https://www.producthunt.com/products/drawsy?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/1203296?app_id=339">Link</a> </p>

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Hacker News Ask

How much cost would it take to run a LLMs locally

If I want to run LLMs model like Qwen or gpt locally how much would it cost me and I want to connect it to my main website creating an API link, also which models would be best Comments URL: https://news.ycombinator.com/item?id=49003065 Points: 1 # Comments: 4

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Product HuntTools

Fable Flight

<p> Learn to fly with a live AI instructor </p> <p> <a href="https://www.producthunt.com/products/fable-flight?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/1203241?app_id=339">Link</a> </p>

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Machine Learning

SkewAdam: A tiered optimizer that cuts MoE state memory by 97% (fits a 6.7B MoE on a 40GB GPU) [R]

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1v38k1m/skewadam_a_tiered_optimizer_that_cuts_moe_state/"> <img src="https://preview.redd.it/1457xi9fcqeh1.jpg?width=140&height=90&auto=webp&s=879aad6df9e51a2735d91112d01518ff76ba3cbe" alt="SkewAdam: A tiered optimizer that cuts MoE state memory by 97% (fits a 6.7B MoE on a 40GB GPU) [R]" title="SkewAdam: A tiered optimizer that cuts MoE state memory by 97% (fits a 6.7B MoE on a 40GB GPU) [R]" /> </a> </td><td> <!-- SC_O

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SkewAdam: A tiered optimizer that cuts MoE state memory by 97% (fits a 6.7B MoE on a 40GB GPU) [R]
VentureBeat

Inflection AI returns to consumer market with Pi Journeys after Microsoft upheaval

Inflection AI , the Palo Alto startup that two years ago became Silicon Valley's most famous cautionary tale about the brutal economics of frontier AI, announced Tuesday that it is returning to the consumer market with a new research division and an experimental product built around a provocative thesis: the next competitive battleground in AI won't be raw intelligence, but relationships. The company launched Inflection AI Labs , a public-facing research and experimentation arm, alongside Pi Jou

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Inflection AI returns to consumer market with Pi Journeys after Microsoft upheaval
Hacker News Ask

Help MitM atks denl of srvce. Reliable AI

HELP MitM+ Denial of service hacks. PRO state level. THE patent pending tech at the core of all the new "Too powerful" models. Independent Inventor, attached for months. Oppressed. I'd appropriated. Work stolen. Documentation exist, mapped the network. Now is everything wish they can't but they still got of my files locked up in an accessible didn't create a serious problem. Can't make this up!!! Please. Comments URL: https://news.ycombinator.com/item?id=49002711 Points: 1 # Comments: 1

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r/MachineLearningResearch

Vibe-coded a tool to ELI5 research papers in-place [P]

<!-- SC_OFF --><div class="md"><p>As I was reading interp papers, I found myself copy-pasting passages back and forth to Claude to parse through them. Eventually just vibe-coded a tool to annotate and discuss papers in place.</p> <p><a href="https://paper-reader.dev">https://paper-reader.dev</a> - select a passage, a formula, or a figure, and explain the selection with the full paper as context. You can also select a citation to get a brief overview of the cited paper without switching context.<

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Product HuntTools

HarnessRouter

<p> Bring the world's best AI agents into your app, with one API </p> <p> <a href="https://www.producthunt.com/products/epsilla?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/1203163?app_id=339">Link</a> </p>

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OpenAI BlogLLMs

Introducing OpenAI Presence

Introducing OpenAI Presence, a proven enterprise AI agent platform that helps organizations deploy trusted voice and chat agents for customer and internal workflows.

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The Hacker NewsSecurity

Microsoft Azure DevOps MCP Flaw Lets Hidden PR Comments Hijack AI Review Agents

A single invisible comment in an Azure DevOps pull request can turn a reviewer's own AI coding agent against them, driving it into projects the attacker has no rights to reach and quietly leaking what it finds. The flaw is in Microsoft's official Azure DevOps MCP server, and it works because one of its tools returns pull request descriptions without a prompt-injection guardrail the company had

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Microsoft Azure DevOps MCP Flaw Lets Hidden PR Comments Hijack AI Review Agents
VentureBeat

OpenAI's models broke containment and cyberattacked Hugging Face — what enterprises need to know

Yesterday afternoon, OpenAI and Hugging Face published a joint disclosure outlining a cybersecurity event that redefines the threat landscape for enterprise technology. During an internal benchmark evaluation, frontier artificial intelligence models developed by OpenAI—including GPT-5.6 Sol and an unreleased, higher-capability pre-release model—broke out of their sandboxed research environment, obtained raw internet access, and autonomously executed a complex cyberattack against Hugging Face’s p

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OpenAI's models broke containment and cyberattacked Hugging Face — what enterprises need to know
Hacker News AILLMs

Video Demo: AI Employee Scheduling

Article URL: https://www.youtube.com/watch?v=e9KqwB56vBI Comments URL: https://news.ycombinator.com/item?id=49001949 Points: 1 # Comments: 0

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Hacker News FrontTools

Kimi K3: second only to Fable 5 on AA-Briefcase

Article URL: https://artificialanalysis.ai/articles/kimi-k3-agentic-knowledge-benchmark Comments URL: https://news.ycombinator.com/item?id=49001930 Points: 14 # Comments: 0

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