October 31, 2025   |   Read Online 🎃 OpenAI rolls out Sora Monetization In partnership with 🎃 Happy Halloween. It's Friday, October 31st. On this day in tech history: In 1984, the reasoning paradigm of abductive inference (in contrast to deduction or induction) was formally re‑examined in AI literature (e.g., diagnostic systems supporting multiple faults). It's a deep‑cut milestone that foreshadows current hybrid reasoning/ML approaches, yet is rarely celebrated in mainstream tech‑history. In today's email: OpenAI rolls out Sora monetization Google scales AI across math, development, and XR 5 New AI Tools Latest AI Research Papers You read. We listen. Let us know what you think by replying to this email. Introducing the first AI-native CRM Connect your email, and you'll instantly get a CRM with enriched customer insights and a platform that grows with your business. With AI at the core, Attio lets you: Prospect and route leads with research agents Get real-time insights during customer calls Build powerful automations for your complex workflows Join industry leaders like Granola, Taskrabbit, Flatfile and more. 👉Try Attio Pro for free Today's trending AI news stories OpenAI rolls out gpt-oss safeguard, Aardvark, Sora monetization, and OWL architecture Safety got a rethink with OpenAI's gpt oss safeguard 120B and 20B. Unlike traditional classifiers trained on static datasets, these open-weight models ingest developer policy text alongside user input at inference and reason through multi-policy compliance in real time. Chain-of-thought (CoT) explanations make decisions auditable and tweakable on the fly. Image: OpenAI Benchmarks show higher multi-policy accuracy than prior gpt-oss and GPT-5 models, though the internal Safety Reasoner remains slightly ahead. Both models are on Hugging Face, with a hackathon scheduled for December 8. Image: OpenAI Security gets an upgrade with Aardvark, a GPT-5-powered agentic researcher. It autonomously scans repositories, builds threat models, evaluates exploitability, and generates Codex-assisted patches for human review. Unlike static analysis or fuzzing, Aardvark reasons about code like a human researcher, catching complex bugs, logic flaws, and privacy issues. Benchmarking shows 92% detection of known and synthetic vulnerabilities, with multiple CVEs issued in open-source projects. OpenAI @OpenAI Introducing character cameos, now available in the Sora app.   10:23 PM • Oct 29, 2025     2.74K Likes   369 Retweets   259 Replies Content creation in Sora now supports character cameos, multi-clip video stitching, and paid generation credits. Users can insert reusable characters, monetize IP, and stitch longer narratives. Free generation limits are 30/day, with 1,000-credit packs available for $40. This builds a scalable creator economy while managing GPU demand. Infrastructure expands with a 1GW Stargate campus in Michigan, part of a 4.5GW partnership with Oracle. OpenAI Developers @OpenAIDevs You've asked for more flexible ways to get more Codex usage: Introducing credits for Codex on ChatGPT Plus and Pro. Credits give you more usage beyond what's included in your plan, kicking in when you hit limits. As a bonus, we also reset Codex rate limits for everyone. Enjoy!   5:59 PM • Oct 30, 2025     1.01K Likes   77 Retweets   88 Replies Finally, ChatGPT Atlas, powered by OWL (OpenAI Web Layer) architecture, decouples Chromium from the app, enabling instant startup, hundreds of tabs without slowdowns, isolated AI sessions, and rapid iteration via IPC-based integration and SwiftUI/AppKit workflows. Read more. Google scales AI across math, development, and XR  DeepMind has launched the AI for Math Initiative, targeting real theorem-level problem solving. Partnering with top institutions including Imperial College, IAS, IHES, Simons Institute, and TIFR, the project combines Gemini Deep Think for multi-step reasoning, AlphaEvolve for algorithm search, and AlphaProof for formal proof completion. Gemini scored gold at the IMO (35/42), while AlphaEvolve set a new record for 4x4 matrix multiplication and improved solutions in 20 percent of more than 50 open problems. Google DeepMind @GoogleDeepMind Together with @Googleorg, we're introducing the AI for Math initiative, bringing together five prestigious research institutions pioneering the use of AI in mathematics. ⤵️   2:08 PM • Oct 29, 2025     1.13K Likes   204 Retweets   42 Replies Developers gain new capabilities with AI Studio's prompt-to-app generator, enabling rapid creation of multimodal apps powered by Gemini, Nano Banana image generation, and voice output. Android Studio now integrates Gemini-powered Agent Mode, allowing natural-language task description, automatic API updates, and on-device execution via Gemini Nano using the Prompt API. Kakao has used this to automate parcel processing, cutting order completion time by 24 percent and boosting new-user conversion 45 percent. Introducing the new vibe coding in AI Studio Creative workflows are expanding with Mixboard, now in 180+ countries with a quadrupled canvas, supporting multi-layered AI-assisted concept boards that combine user imagery, text, and Nano Banana-generated visuals. Google Labs @GoogleLabs Big news: Mixboard is expanding to new markets! 🎉 We're officially live in 180+ countries (see link below), allowing creators in more places to start brainstorming with Mixboard. blog.google/technology/goo… Mixboard is now available in over 180 more countries. Mixboard is an experimental, AI-powered concepting board designed to help you explore, expand and refine your ideas. You can bring your own images, or use AI to generate…   8:37 PM • Oct 30, 2025     304 Likes   26 Retweets   13 Replies NotebookLM has upgraded to a 1M-token context window, sixfold longer conversation memory, persistent secure histories, and configurable chat goals. Its enhanced retrieval and ranking system synthesizes multiple sources to produce nuanced insights for literature review, strategy planning, or interactive storytelling, improving response quality by 50 percent. Read more.   Microsoft 365 Copilot's new Researcher can now use a virtual computer to browse, code, and analyze data for you Meta researchers open the LLM black box to repair flawed AI reasoning Claude shows early signs of introspection in new Anthropic research Cursor's new Composer LLM promises agentic coding at 4X the speed of rivals Top tech firms pay up to $25K for security flaws as HackerOne reports record $81M in rewards Ant Group's Ling 2.0 scales reasoning-first MoE LLMs up to a trillion parameters with tiny per-token compute LTX-2 lets you create full 20-second cinematic AI videos from a single prompt AI meets IP: Perplexity Patents lets anyone search patents with natural language Even leading AI can't manage freelance jobs, completing under 3%, per Scale AI and CAIS Stability AI and Universal Music roll out commercial-ready AI for professional music creation Canva launches an AI-powered "Creative Operating System" for marketers and video editors Fed chair Jerome Powell warns AI is freezing U.S. hiring, with job creation "pretty close to zero"  Mathematicians prove the universe can't be a computer simulation, putting the sci-fi theory to rest Smarter AI may be more selfish, Carnegie Mellon study finds Nvidia's market cap now equals 16% of the US GDP Character.AI will block teens from chatting with its AI personas New study finds AI agents can spill internal data during routine web searches, no hacking required  Vercel trains an AI on its top salesperson and shrinks a 10-person team to just one Scientists inch closer to robots you can wear like clothes IBM's latest quantum algorithm taps deep math theory to tackle problems classical computers struggle to crack Qwen3 Max Thinking to be released this week Amazon's latest layoffs show AI isn't killing warehouse jobs first — it's coming for middle managers The U.S. is teaming with Westinghouse on an $80 billion nuclear buildout ElevenLabs CEO predicts AI voices will soon become a commodity, shaking up the audio market Nearly three-quarters of execs are now tracking ROI on generative AI investments 5 new AI-powered tools from around the web CodeBanana CodeBanana turns coding into a collaborative playground with live editing, project-aware AI that reads your docs and repos, and shareable VMs. Everyone stays in sync, and non-coders can actually contribute to shipping. www.codebanana.com/en/home   Well Intelligence Well captures financial data from any source, structures it instantly, and gives teams a smart, intuitive interface to work with it. From automation to analysis, Well enables faster decisions, deeper insights, and less manual work. wellapp.ai/intelligence   Dodo Payments Dodo Payments is a payments and billing platform built for SaaS, AI, and digital products. Accept payments in 150+ countries, automate subscriptions and usage-based billing, handle global tax compliance, and track growth with real-time MRR, ARR, and churn analytics. dodopayments.com   Lucent Lucent unifies every AI model into a single workspace. Use natural language to create visuals and videos, streamline ideation, and accelerate content generation for creators and marketers. lucentchat.com   Parallax Parallax lets you cluster AI across any device: combine GPUs, run top LLMs efficiently, and scale your models without worrying about hardware limits. github.com/GradientHQ/parallax   arXiv is a free online library where researchers share pre-publication papers. 📄 Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning 📄 SPICE: Self-Play In Corpus Environments Improves Reasoning ​​ 📄 AgentFold: Long-Horizon Web Agents with Proactive Context Management 📄 Group Relative Attention Guidance for Image Editing 📄 JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence Thank you for reading today's edition. Your feedback is valuable. Respond to this email and tell us how you think we could add more value to this newsletter. Interested in reaching smart readers like you? 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