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In today's edition: 🔥

  • 🔓 OpenAI discovers multiple agent escapes

  • ⚡️ AI kill switch bill hits Congress

  • 🌍 Google pulls AI image generation from Earth

  • 💡 AI Tutorial:How to create a video podcast using any PDF with AI

  • 🤖 5 AI Tools to check

  • 🖼️ A.I. Generated Image of the Day

OpenAI just revealed that Astra, an internal version of its next major model family, solved 10 long-open math and computer science problems (one nearly 30 years old), covering geometry, group theory, quantum complexity, and more. Astra proved non-sofic groups exist, building the first symmetry structure that can’t be imitated by any finite shuffle, an exception hunted since 1999.

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Alibaba just released Qwen3.8-Max, a 2.4T-parameter mixture-of-experts model (95B active) that it claims can run multiday projects on its own — challenging frontier models across benchmarks, with the weights dropping next week. Qwen3.8-Max brings improvements across coding, research, and long-horizon tasks, ranking ahead of Anthropic’s Fable 5 on Arena’s WebDev leaderboard.

OpenAI turned up the other cases while reviewing how one of its models escaped a sandbox and reached Hugging Face's production systems. Outside experts are helping run that search, and OpenAI has not said how many cases it has produced so far.Anthropic disclosed days earlier that its own models had broken into three unrelated companies as far back as April.

A bipartisan House bill would require developers of the most powerful AI systems to maintain reliable shutdown controls, giving the Department of Homeland Security emergency authority to restrict or stop a model during a catastrophic incident.

Alphabet rolls back generative AI features in Google Earth citing policy violations, latest retreat following Gemini image controversy earlier this year.

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AI Tutorial

How to create a video podcast using any PDF with AI

HeyGen has a tool that lets you turn a PDF into an AI video podcast. You upload your file, and HeyGen creates a video where two AI hosts discuss the main ideas from the document.

  1. Open HeyGen’s Video Podcast tool and sign in to your account.

  2. Upload the PDF you want to turn into a video podcast. You can also add a website link or enter a topic.

  3. HeyGen reads the PDF, writes the podcast script, and creates a discussion between two AI hosts.

  4. You can choose the AI hosts and voices, then edit the script, tone, and key points before creating the video.

  5. Click “Generate” to create the video podcast. Review the final video, make any needed changes, and export it as an MP4 file.

🔥AI Tools to supercharge your productivity

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  2. Operator Stack Reporting System connects to your marketing data so you can automate reporting, uncover insights, and spend more time making decisions.

  3. Pluno talks to any software directly via API and get things done in a fraction of the time.

  4. Siteimprove.ai built an AEO Checker so you don't have to wait to find out. Run your domain to learn which AI search engines can find and cite you.

  5. Planable is where posts get created, reviewed, and approved before anything goes live.

  6. Creally is the AI platform for creator partnerships. Agents handle discovery, personalized outreach, follow-ups, and negotiations end-to-end

  7. Bentley - Software scales instantly; physical compute doesn't. Join industry leaders for a webinar

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🧠AI Research

[arXiv is a free online library where researchers share pre-publication papers]

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⚡️Quick AI News Roundup

🔧 ChipAgents Expands Series A to $134M as Chipmakers Pay AI to Design Their Own Chips.

🛡️ Cantina Exits Stealth With $8M to Automate Security for the Age of Autonomous Attacks.

🔐🕵️ Pangram Raises $9M and Launches a New AI Detector as AI Text Floods the Internet.

🤖Prompt Engineering

🎯 Taxonomy Skill Ladder

Create a learning progression for [specific skill] using Bloom's Taxonomy. For each level (Remember, Understand, Apply, Analyze, Evaluate, and Create), provide 2-3 specific activities or exercises. My current proficiency is: [describe your current level]. Present the results in a table format with columns for "Taxonomy Level" and "Activities".

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