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AI

AI's reasoning race heats up

Rowan Cheung • 5 minutes

Sign Up | Advertise | Podcast | AI University

Welcome, AI enthusiasts.

Just months after OpenAI's o1 made waves, a Chinese lab just upped the ante with a model that matches the AI leader — while also transparently showing its work.

Is this (soon-to-be) open-source powerhouse about to shift the competitive landscape and send a warning shot to closed U.S. labs? Let’s get into it…


In today’s AI rundown:

  • DeepSeek unveils powerful reasoning AI

  • ChatGPT's visual AI inches closer to launch

  • Make any video longer with AI

  • DeepMind AI fixes quantum computing errors

  • 5 new AI tools & 5 new AI jobs

  • More AI & tech news

Read time: 4 minutes

Friendly reminder: We’re moving to a new email sending address. Make sure to add news@daily.therundown.ai to your contacts to ensure you keep receiving our emails.

LATEST DEVELOPMENTS

DEEPSEEK

🤖 DeepSeek unveils powerful reasoning AI

Image source: DeepSeek

The Rundown: Chinese AI research firm DeepSeek just launched R1-Lite-Preview, a powerful new reasoning-focused model that matches OpenAI's o1 capabilities while showing its live transparent chain-of-thought processes.

The details:

  • Unlike o1's condensed summaries, R1-Lite-Preview shows users its complete chain-of-thought process in real-time.

  • Initial benchmarks rival OpenAI's o1-preview on benchmarks like AIME and MATH with improved performance as the length of thought increases.

  • Users can access the model through DeepSeek Chat, with premium reasoning features limited to 50 daily messages, while basic chat remains unlimited.

  • DeepSeek plans to open-source the complete R1 model in the future

  • The company's infrastructure includes an estimated 50,000 H100 chips, putting their computing power on par with leading Western AI labs.

Why it matters: Two months after OpenAI's o1 sparked a new era in AI reasoning, DeepSeek's achievement shows how quickly the field evolves. While lesser known in the West, open-sourcing this powerful Chinese model could accelerate innovation across the entire AI industry, sending a warning shot to closed U.S. AI labs.

TOGETHER WITH HUBSPOT

🔨 How to build your first AI business from scratch

The Rundown: Join industry experts Matt Wolfe and Nathan Lands as they reveal their blueprint for building businesses from the ground up using AI –  helping unlock strategies to turn ideas into reality.

In this high-impact episode, you'll discover:

  • The top AI tools that simplify business creation

  • Methods to create engaging newsletters quickly with AI

  • How to make the most of your context mix

  • Tips to blend AI speed with creativity using avatars, sentiment analysis, and more

Watch the full episode now and take your first step into AI entrepreneurship.

OPENAI

👁️ ChatGPT's visual AI inches closer to launch

Image source: OpenAI

The Rundown: Newly discovered code in ChatGPT's latest beta suggests OpenAI may be preparing to roll out its long-awaited live camera features, potentially integrating visual capabilities into the assistant’s Advanced Voice Mode.

The details:

  • The beta code revealed a "Live Camera" feature that allows ChatGPT to analyze and discuss users' surroundings in real-time.

  • First demoed in May, the tech showed impressive capabilities, such as recognizing objects and engaging in natural conversations about visual input.

  • The feature previously appeared in limited alpha testing, with some users reporting brief access during Advanced Voice Mode trials.

  • OpenAI’s potential release comes ahead of Google's similar Project Astra, which was showcased at Google I/O, continuing the AI giants' competitive release pattern.

Why it matters: 2025 is shaping up to be the year of AI agents and full multimodal capabilities, with models able to see, engage, and take action in more natural and intuitive ways. Voice AI has already started to gain traction, but pairing it with 'eyes’ would be a completely transformative new experience.

AI TRAINING

🎬 Make any video longer with AI

The Rundown: Transform short video clips into longer content using AI to generate seamless extensions of your footage.

Step-by-step:

  1. Take a screenshot of your video's last frame as a reference image.

  2. Upload the screenshot to the Kling AI video generator in the "Image to Video" section.

  3. Write a descriptive prompt for how you want the video to continue.

  4. Join your original video with the AI-generated extension using a video editor like CapCut.

Pro tip: For the most natural results, make sure your reference screenshot is high-quality, and your prompt clearly describes the intended motion or action.

PRESENTED BY SECTION

🔮 Scott Galloway’s 2025 predictions

The Rundown: Last year, 20,000 people signed up for NYU professor (and Section founder) Scott Galloway’s 2024 predictions. Now, he's back for 2025 — giving unfiltered, exclusive access to his forecast for the year ahead.

Join Scott and Section on Dec. 12 to hear:

  • What Scott got right (and wrong) in 2024

  • His biggest predictions on AI, business, tech, and more

  • Raw, unfiltered takes on where the world is headed

Reserve your free spot now for the highly anticipated annual event.

GOOGLE DEEPMIND

🧠 DeepMind AI fixes quantum computing errors

Image source: Google

The Rundown: Google DeepMind just introduced AlphaQubit, an AI system that dramatically improves the ability to detect and correct errors in quantum computers — a crucial step toward making the tech practical for real-world use.

The details:

  • AlphaQubit sets new records for error detection, cutting rates by 6% compared to previous top methods and 30% compared to standard approaches.

  • A two-step training process allows the system to learn from simulated data before adapting to handle the complex errors in real quantum hardware.

  • Though trained on sequences of just 25 operations, the system maintains accuracy for over 100k — showing promising ability for quantum computations.

  • Google plans to open-source AlphaQuibit, allowing the broader research community to build upon the advances.

Why it matters: AlphaQubit tackles one of the field's biggest roadblocks – keeping the sensitive machines stable enough to solve real problems. While more steps are needed, DeepMind’s research brings us a step closer to letting quantum computers loose in areas like drug discovery, climate modeling, supply chains, and more.

NEW TOOLS & JOBS

Trending AI Tools

  • 📱Postiz - AI social media scheduling tool for posting, analyzing performance, and managing accounts all in one place.

  • 🗣️ Adobe Podcast Enhance Speech v2 - AI tool to improve audio quality, eliminate background noise and enhance voice clarity

  • 🧠 Dokko - Conversational AI platform for knowledge sharing

  • 📖 ReadPartner - Personal AI assistant for automated news digest and quick summaries of websites, videos, and documents

  • 📊 PaperGen - Fully-referenced, charted, long-form papers with one click

New AI Job Opportunities

QUICK HITS

OpenAI released an updated version of GPT-4o featuring improved creative writing capabilities and better file analysis, with the model being revealed as ‘anonymous-chatbot’ and reclaiming the top spot on the Chatbot Arena leaderboard.

Writer introduced a new self-evolving model architecture, enabling real-time learning and the ability for LLMs to operate more efficiently without additional training.

Anthropic published research proposing a statistical framework for AI model evaluations to more accurately measure and compare language model capabilities beyond simple benchmark scores.

Meta rolled out new features to Messenger, including AI-generated video call backgrounds, HD calling capabilities, and intelligent noise suppression features.

Niantic unveiled plans for an AI model trained on millions of player-submitted smartphone scans from its Pokemon Go and Ingress games, aiming to create a system that understands and navigates physical space.

OpenAI and Common Sense Media launched a free ChatGPT course aimed at helping K-12 teachers understand and adopt AI in the classroom.

THAT’S A WRAP

See you soon,

Rowan, Joey, Zach, and Alvaro—aka The Rundown Team

AI

Microsoft's AI agent army

Rowan Cheung • 6 minutes

Sign Up | Advertise | Podcast | AI University

Welcome, AI enthusiasts.

The era of AI specialization has arrived, with Microsoft preparing an army of purpose-built digital agents ready to transform how we work.

With over a billion users set to experience a productivity revolution, this might just be the catalyst that truly brings agentic AI into everyone's daily life. Let’s get into it…


In today’s AI rundown:

  • Microsoft reveals specialized AI agents, automation tools

  • Google brings memory to Gemini

  • Improve public speaking skills with AI guidance

  • Figure’s BMW robotic fleet levels up

  • 5 new AI tools & 5 new AI jobs

  • More AI & tech news

Read time: 4 minutes

Important: The Rundown is slowly being sent from a new email address. To ensure you get our newsletter, please add news@daily.therundown.ai to your contact list.

LATEST DEVELOPMENTS

MICROSOFT

🤖 Microsoft reveals specialized AI agents, automation tools

Image source: Microsoft

The Rundown: Microsoft just introduced a suite of new specialized AI agents for Microsoft 365 at its annual Ignite Conference, alongside automated Copilot Actions, application development features, translation tools, and more.

The details:

  • New agents include a Self-Service agent for HR / IT tasks, a SharePoint agent for document search and insights, a meeting note taker, and more.

  • The update also includes tools for developers to build their own agents through Copilot Studio, with capabilities for autonomous background operation.

  • Copilot Actions enables users to create custom automation templates for recurring tasks like compiling weekly reports or summarizing communications.

  • In 2025, Teams will get a real-time translation agent that can interpret and mimic conversations in up to nine languages while preserving speakers' voices.

Why it matters: By integrating AI agents directly into Microsoft’s billion-plus users' daily workflows, this release could normalize agentic AI faster than any previous rollout. Just as users now reach for specific apps or plugins to solve particular problems, specialized agents could soon become the natural first stop for getting work done.

TOGETHER WITH EIGHT SLEEP

💤 Cyber savings on AI-powered sleep

The Rundown: Transform your nights this holiday season with Eight Sleep's Pod 4 Ultra, a cutting-edge sleep solution that's more than just a mattress cover — it's like having a sleep lab, smart thermostat, and personal sleep coach all in one.

Transform your sleep with:

  • Personalized temperature adjustments throughout the night

  • Advanced snore detection with automatic bed positioning

  • Proven cardiovascular benefits equivalent to 12 weeks of strength training

  • Detailed sleep analytics and daily sleep fitness scores

Don't miss Eight Sleep's highest offer of the year for Black Friday! Visit eightsleep.com/rundown and use code RUNDOWN to get up to $600 off on bundled Pod 4 Ultra purchases until Dec. 14.

GOOGLE

🧠 Google brings memory to Gemini

Image source: Google

The Rundown: Google just rolled out a new memory feature for its Gemini AI assistant, allowing premium subscribers to teach the model their preferences and personal context for more tailored interactions.

The details:

  • Gemini's memory system can store personal preferences and context across conversations, from coding preferences to dietary restrictions.

  • The model will also adapt responses based on stored context, like recommending restaurants that match saved food preferences.

  • Google confirmed that memories won't be used for training or shared between users and can be managed in a dedicated dashboard or toggled on/off.

  • The launch comes just days after commentary from Microsoft AI CEO Mustafa Suleyman, revealing the company has prototypes with ‘near-infinite memory.’

Why it matters: 2025 might be the year of AI memory. While Gemini’s implementation is similar to ChatGPT’s early iterations of information recall, the groundwork is clearly being laid for massive change. If Microsoft’s ‘near-infinite’ memory prototype becomes a reality, how we interact with assistants will be completely transformed.

AI TRAINING

🎤 Improve public speaking skills with AI guidance

The Rundown: HeyGen's Interactive Avatars now allow you to practice and refine your public speaking skills with personalized, real-time feedback and expert coaching.

Step-by-step:

  1. Launch HeyGen, select "Interactive Avatar," and create a new avatar by clicking the "+" button in "All Avatars."

  2. Set up your knowledge base with coach name, opening intro, and relevant speaking resources.

  3. Configure your AI coach's expertise or use the comprehensive prompt template provided here (available to premium Rundown University members).

  4. Start practicing speeches and receive instant feedback on delivery, structure, and body language.

Pro tip: Record your practice sessions with the AI coach to track your progress and identify areas for improvement over time.

PRESENTED BY FIDDLER

🔒 Stay compliant with LLM deployments

The Rundown: Join Fiddler AI and Credo AI in an upcoming webinar to explore how enterprises can navigate evolving AI regulations while maximizing growth with accountability.

In this session, you'll learn to:

  • Meet stringent GRC standards for Generative AI backed by evidence and documentation

  • Address hidden risks like bias and privacy issues in real-time

  • Achieve compliance with comprehensive audit trails, helping prepare for future regulatory changes

Register now to secure your spot. 

AI RESEARCH

🛞 Figure’s BMW robotic fleet levels up

Image source: Figure

The Rundown: Figure CEO Brett Adcock posted an update on the company’s humanoid robots working in BMW's Spartanburg facility, which are achieving breakthrough performance metrics with improvements in speed and accuracy for their autonomous operations.

The details:

  • Figure 02 robots perform 1,000 daily autonomous component placements in the BMW factory, focusing on critical battery cell installations.

  • The fleet can now handle EV battery assembly tasks 400% faster than its initial deployment in August, and precision rates have also improved 7x.

  • The autonomous fleet can lift, transport, and accurately position battery components onto car frames without human oversight.

  • Engineers use exact digital replicas of the factory floor to perfect robot movements and decision-making before live deployment.

Why it matters: The rise of general-purpose humanoid robots in real industrial applications is happening fast — and it feels like we’re nearing a turning point in practical robot automation. The partnership with robotics firms and auto companies is a major proof point for the eventual deployment into homes everywhere.

NEW TOOLS & JOBS

Trending AI Tools

  • 🎥 HeyGen iOS Mobile App - Advanced AI video tools for creators on the go

  • 💬 Superchat - Automate your business messaging with AI agents for WhatsApp, Instagram, Facebook, and more.

  • 🗣️ Vozo Video Translator - Precise AI-powered video translation with voice cloning and lip sync

  • 📧 Attio Sequences - Next-gen CRM engine that builds email sequences that trigger on real prospect signals

  • ☁️ Zilliz Cloud Serverless - Auto-scaling vector database for effortless AI application building with higher performance and lower costs.

New AI Job Opportunities

QUICK HITS

OpenAI CEO Sam Altman is reportedly spearheading a $150M funding round for chip startup Rain AI, hoping to position the manufacturer as a potential rival to NVIDIA.

Suno released V4 of its AI music generator, which includes new features such as ‘Remaster’ for upgrading older tracks and ‘ReMi’ for AI-powered lyric assistance alongside improved audio and song structure.

A U.S. congressional commission proposed a Manhattan Project-style initiative to accelerate U.S. AGI development, citing infrastructure bottlenecks and growing competition with China over advanced AI tech.

H Studio unveiled Runner H, a new AI agent that combines specialized language and vision models to automate web interactions through pixel-level interpretation.

OpenAI rolled out Advanced Voice Mode for the web, allowing users to access the powerful feature directly in-browser.

Microsoft reached a deal with publisher HarperCollins to use the company’s licensed nonfiction titles for AI model training, with authors still maintaining the ability to opt-out of their work being used.

THAT’S A WRAP

See you soon,

Rowan, Joey, Zach, and Alvaro—aka The Rundown Team

AI

France's open ChatGPT competitor

Rowan Cheung • 5 minutes

Sign Up | Advertise | Podcast | AI University

Welcome, AI enthusiasts.

From outperforming top models to offering cutting-edge features for free, Mistral continues to make bold moves.

Could the French startup's latest open powerhouse release mark the beginning of an AI power shift away from Silicon Valley? Let’s get into it…


In today’s AI rundown:

  • Mistral’s new multimodal powerhouse

  • Perplexity launches AI-powered shopping

  • Create AI presentations with customized visuals

  • ChatGPT outperforms doctors in diagnostic challenge

  • 5 new AI tools & 5 new AI jobs

  • More AI & tech news

Read time: 4 minutes

November note: Our newsletter will soon be sent from a new email address. To ensure you continue receiving our updates, add news@daily.therundown.ai to your contacts.

LATEST DEVELOPMENTS

MISTRAL AI

🚀 Mistral’s new multimodal powerhouse

Image source: Mistral

The Rundown: French AI startup Mistral just released Pixtral Large, a 124B parameter multimodal model that marks the company’s most advanced AI system yet — also transforming its Le Chat platform into a comprehensive workspace rival.

The details:

  • Pixtral Large outperforms top models on math reasoning and real-world tasks, also beating Gemini 1.5 Pro and GPT-4o on chart and document understanding.

  • The model features a 128K context window capable of simultaneously processing 30 high-res images or a 300-page book.

  • Mistral’s Le Chat platform gains new features, such as web search, document analysis, and image generation (powered by Black Forest Labs’ Flux Pro).

  • A new Canvas feature enables real-time content creation and editing, similar to recent releases from OpenAI and Anthropic.

  • The model is available under research and commercial licenses, while Le Chat's new features are free during beta.

Why it matters: Mistral's release shows just how narrow the gap between open and closed AI models is getting. While U.S. companies have dominated the space, Mistral's emergence as Europe's AI champion — while offering freely accessible state-of-the-art capabilities — signals a potentially major shift in the industry's competitive landscape.

TOGETHER WITH HUBSPOT

🚀 Transform your day with AI-powered productivity

The Rundown: Maximize your workplace potential with HubSpot’s ChatGPT guide – your roadmap to AI-driven success for curious minds.

With this guide, you’ll learn to:

  • Streamline daily tasks with AI, from inbox management to product planning

  • Apply ChatGPT effectively and ethically in our work environment

  • Stay ahead of the curve by integrating AI tools into your skill set

Download your free guide now and start transforming your workday with ChatGPT.

PERPLEXITY

🛍️ Perplexity launches AI-powered shopping

Image source: Perplexity

The Rundown: Perplexity just introduced a new shopping experience for its Pro users in the United States, allowing users to leverage AI to research, identify, and buy products directly on the platform.

The details:

  • The system goes beyond basic product search, understanding complex queries like "stuff I need for a disco party" and providing curated recommendations.

  • Pro subscribers get a "Buy with Pro" feature with free shipping, allowing one-click purchases without leaving Perplexity's interface.

  • A new "Snap to Shop" tool lets users photograph real-world items and instantly find them online.

  • Unlike traditional e-commerce sites, recommendations are currently unsponsored and driven purely by AI analysis of product information.

Why it matters: AI has already been infused into the search giants, but this move is a direct shot at users' traditional process when researching a product to buy. As we’ve seen with search engines, the challenge will be maintaining truly unbiased recommendations and avoiding the commercial allure of ads.

AI TRAINING

🎨 Create AI presentations with customized visuals

The Rundown: Gamma lets you choose among multiple AI image generators, each optimized for different visual styles and content types, helping you create the perfect presentation visuals.

Step-by-step:

  1. Sign up for a free Gamma account and log in to your dashboard.

  2. Select “Create new”, choose “Presentation”, and pick the number of cards.

  3. After generating your initial outline, locate the image model selector in settings.

  4. Choose from options like Playground 2.5 (vivid illustrations), Flux Fast (quick generation), or Imagen 3 (detailed instructions).

  5. Preview different styles in your presentation and download it when ready.

Pro tip: Use Flux Pro 1.1 for professional-quality faces and people in your presentations or Ideogram to have legible text in your visuals.

SPONSORED BY SALESFORCE

🤖 AI the way it was meant to be

The Rundown: Agentforce delivers AI agents designed to make your life easier, take action using advanced reasoning to resolve customer cases, qualify leads, and optimize marketing campaigns — all directly within Salesforce.

With Agentforce, you can:

  • Leverage AI agents that take action, not just chat

  • Automate processes without complex data integrations

  • Build customer trust, providing efficient and secure experiences

  • Enhance productivity, as agents handle tasks on your behalf

Learn more about Agentforce and start redefining your AI today.

AI RESEARCH

🏥 ChatGPT outperforms doctors in diagnostic challenge

Image source: Midjourney / The Rundown

The Rundown: A new study from the UVA Health System revealed that ChatGPT-4 achieved significantly better diagnostic accuracy than physicians working alone or with AI assistance, challenging assumptions about how AI tools should integrate into medical practice.

The details:

  • The study tested 50 physicians across multiple hospitals, with each doctor given an hour to provide diagnoses and explanations for several case studies.

  • The AI scored 90% accuracy on complex medical cases, while doctors using ChatGPT scored 76%, and those without AI scored 74%.

  • The study noted that many doctors didn't utilize the AI's full capabilities, treating it more like a search engine than a diagnostic partner.

  • Researchers also found doctors often dismissed ChatGPT's suggestions when they conflicted with the physicians' initial diagnoses.

  • Results remained consistent across different experience levels, from residents to attending physicians

Why it matters: This study challenges assumptions about AI as just a helper tool for doctors. An older GPT-4 model outperforming physicians (even those using AI) suggests we need to rethink how the tech is integrated into medical practice and effectively teach doctors to collaborate with a powerful new diagnostic partner.

NEW TOOLS & JOBS

Trending AI Tools

  • 🦎 Gecko Security - AI-powered security engineer that finds and fixes vulnerabilities in your code

  • 👁️ TurboLens - Fast, accurate OCR & insights from any image, with support for handwritten text, formulas, and translations

  • ⚡️ Locofy - AI-powered frontend development with lightning-fast design-to-code conversion

  • ⚙️ KitOps - Simple, secure, and reproducible packaging for AI/ML projects

  • 💻 Tips IO - Generate beautiful websites in seconds with zero code using AI

New AI Job Opportunities

  • 🖥️ The Rundown - Full Stack Developer

  • 💼 OpenAI - Strategic Finance Senior Analyst

  • ☁️ Dataiku - Site Reliability Engineer, Cloud

  • 📈 Glean - Commercial Sales Manager

  • 🤝 Mistral AI - User Care Expert

QUICK HITS

Free event: Building an AI-Native University. How are universities embracing AI’s potential and preparing for its challenges? RSVP for free.*

ElevenLabs debuted customizable conversational AI agents on its developer platform, allowing users to build voice-enabled bots with flexible language models and knowledge bases.

Microsoft unveiled BiomedParse, a GPT-4-powered AI system capable of analyzing medical imagery to identify various conditions, from tumors to COVID-19 infections, through simple text prompts.

The National Institutes of Health introduced TrialGPT, an AI algorithm that matches patients to clinical trials with the same accuracy as human clinicians, reducing screening time by 50%.

Google.org launched a $20M funding initiative to accelerate AI-driven scientific breakthroughs, offering academic and nonprofit organizations cloud credits and technical support.

OpenAI CEO Sam Altman is joining San Francisco mayor-elect Daniel Lurie's transition team as a co-chair, signaling the new administration's push to strengthen ties with the tech industry.

*Sponsored listing

THAT’S A WRAP

See you soon,

Rowan, Joey, Zach, and Alvaro—aka The Rundown Team

AI

Explosive OpenAI, Musk emails revealed

Rowan Cheung • 5 minutes

Sign Up | Advertise | Podcast | AI University

Welcome, AI enthusiasts.

New court documents just unearthed a trove of emails between OpenAI and Elon Musk, giving us a fly-on-the-wall look at the early days of the world’s most explosive AI drama.

From AGI dictatorship worries to million-dollar talent wars, the seeds of today's AI power struggles were planted deeper than anyone knew. Let’s get into it…


In today’s AI rundown:

  • Early emails between OpenAI, Musk revealed

  • Suleyman: AI with ‘near-infinite’ memory achieved

  • Transform blog posts into infographics

  • Arc Institute releases ‘ChatGPT for DNA’

  • 5 new AI tools & 5 new AI jobs

  • More AI & tech news

Read time: 4 minutes

Friendly reminder: We’re moving to a new email sending address. Make sure to add news@daily.therundown.ai to your contacts to ensure you keep receiving our emails.

LATEST DEVELOPMENTS

OPENAI & ELON MUSK

📧 Early emails between OpenAI, Musk revealed

Image source: Midjourney / The Rundown

The Rundown: New court filings from Elon Musk's lawsuit against OpenAI have exposed internal emails from the company's formative years — revealing intense early tensions around control, talent acquisition, and concerns about AI dominance.

The details:

  • The newly released emails are dated between 2015 and 2018, covering OpenAI’s initial formation to Musk’s eventual departure from the company.

  • Leadership worried about control over AGI, with Ilya Sutskever warning of concerns about potential "dictatorship" scenarios from Google or internally.

  • Early salary battles erupted when DeepMind attempted to poach OpenAI's founding team, forcing rapid compensation increases of $100-200K per person.

  • Internal debates around Microsoft collaboration surfaced, with Musk stating he'd pay "$50M not to seem like Microsoft's marketing b*tch.”

  • Altman's role also sparked concerns, with Sutskever questioning his ‘cost function’ and whether AGI was his primary motivation.

Why it matters: Whenever both Elon and Sama are involved, you know the drama will be juicy. These email exchanges are incredible artifacts from the early days of OpenAI’s formation and shed additional light on Musk’s vendetta against Altman and the undercurrents that may have contributed to the board ouster chaos in Nov. 2023.

TOGETHER WITH ASSEMBLY AI

🗣️ Capture the complexity of human speech

The Rundown: Universal-2 by AssemblyAI offers advanced speech-to-text capabilities, transforming audio into precise and readable transcripts that capture the complexity of human speech beyond traditional metrics.

With Universal-2, you’ll experience:

  • A 15% improvement in text formatting, preserving dates, times, and prices

  • Greater accuracy for proper nouns and alphanumeric data

  • Enhanced conversation intelligence for sharper insights and faster workflows

Ready to experience Universal-2’s next-gen accuracy? Get started for free.

MICROSOFT

🧠 Suleyman: AI with ‘near-infinite’ memory achieved

Image source: Times Techies (@timestechies on YouTube)

The Rundown: Microsoft AI CEO Mustafa Suleyman just revealed the company has created prototypes with "near-infinite memory" capabilities in a new interview with Times Techies, calling it the ‘critical piece’ of AI development.

The details:

  • Microsoft's prototypes can allegedly maintain persistent memory across unlimited sessions, breaking through current limitations.

  • Suleyman expects this technology to be available by 2025, enabling AI systems that "just don't forget" with ongoing, evolving dialogues.

  • Suleyman also said that memory is an ‘inflection point’ that makes it worth investing time in chats, changing the current frustrating and shallow experience.

  • The Microsoft AI CEO also noted a coming shift from AI understanding and seeing context to a true proactive companion over a reactive chatbot.

Why it matters: While we’ve seen memory efforts from systems like ChatGPT, Suleyman’s ‘hollow’ description accurately portrays those early iterations. Unlocking the ability for limitless memory can lead to models that can form lasting, evolving relationships with users and better understand their needs and goals.

AI TRAINING

📊 Transform blog posts into infographics

The Rundown: Infography uses AI to automatically turn any blog post or text content into professionally designed infographics.

Step-by-step:

  1. Create a free account at Infography (you get 5 credits to start).

  2. Choose your content source (URL, topic, or direct text).

  3. Select your preferred format (vertical, square, or presentation).

  4. Edit and customize your design with brand colors and fonts.

Pro tip: Use the Brand section to save your style preferences for consistent designs across all your infographics.

PRESENTED BY CODEIUM

⚙️ Unlock true flow state with the Windsurf Editor

The Rundown: Windsurf Editor introduces the first agentic IDE, integrating Codeium's beloved extensions with Cascade — collaborative AI agents that merge copilot and agent functionalities for an unparalleled coding journey.

With Windsurf Editor, you'll:

  • Experience a transformative flow state while coding with AI

  • Collaborate seamlessly with AI agents that boost your productivity

  • Enjoy the combined benefits of copilot and agent systems in your IDE

Try Windsurf Editor now and step into tomorrow's IDE today. 

AI RESEARCH

🧬 Arc Institute releases ‘ChatGPT for DNA’

Image source: ScienceAdvisor

The Rundown: Scientists at the Arc Research Institute just introduced Evo, an AI model trained on 2.7M microbial genomes that can both interpret and generate genetic sequences with unprecedented accuracy.

The details:

  • Unlike traditional language models trained on text, Evo simultaneously learns from DNA, RNA, and protein sequences.

  • In early tests, Evo already designed working genetic editing tools and accurately predicted how DNA changes would affect bacteria.

  • Evo can generate entirely new genome-length sequences over 1M base pairs long, though they aren’t capable of forming fully viable organisms yet.

  • The researchers deliberately excluded human-affecting viral genomes from training for safety reasons.

Why it matters: Having a ‘ChatGPT for DNA’ is a mind-blowing unlock, with the potential to drastically accelerate research, design new proteins for drug development, predict disease-causing mutations, and more. However, it also raises questions about how society will responsibly handle tools that can write genetic code as easily as we write emails.

NEW TOOLS & JOBS

Trending AI Tools

  • ⚙️ Momen - Full-stack, no-code web app builder with an integrated AI agent development framework

  • 🔉 Mikrotakt - AI-powered tool to extract vocals, instruments, drums, and more from any song

  • 📊 Sharbo AI - Analyze, compare, and track competitor features relative to your product

  • 💨 Sre.AI - AI DevOps agents for enterprise teams tailored to any workflow

  • 🎲 AI Game Master - Fully immersive DnD-inspired experience powered by AI

New AI Job Opportunities

  • 📱 The Rundown - Social Media Manager

  • 🏗️ Curai - Senior Implementation Manager

  • 🎨 Grammarly - Staff Growth Designer, Monetization

  • 📊 Databricks - Director of Product Operations

  • 💻 Snorkel - Senior IT Specialist (Contract)

QUICK HITS

Stanford researchers unveiled SEQUOIA, an AI system that can predict gene expression patterns in cancer cells by analyzing standard biopsy images, potentially eliminating the need for expensive testing.

Kai-Fu Lee’s 01.ai revealed a breakthrough in efficient AI training, achieving competitive results compared to OpenAI’s reported $1B investment into training GPT-5.

The MIT Jameel Clinic released Boltz-1, an open-source biomolecular model that matches Google DeepMind’s AlphaFold3's accuracy in predicting 3D structures.

Nvidia's upcoming Blackwell AI chips reportedly suffer overheating issues, prompting design revisions and raising concerns about data center deployment timelines.

Google's Gemini AI chatbot sparked concerns after delivering a threatening message telling a Michigan student to ‘die’ during a routine homework help conversation, prompting the company to acknowledge a safety filter failure.

U.S. President Joe Biden and China’s Xi Jinping reached new landmark agreements on AI nuclear controls in the pair’s final meeting before the administration change, ensuring that only humans will make decisions with nuclear weapons.

Coca-Cola released a new AI-generated Christmas advertisement, partnering with Silverside AI to reimagine its original “Holidays Are Coming” spot.

THAT’S A WRAP

See you soon,

Rowan, Joey, Zach, and Alvaro—aka The Rundown Team

AI

AI poetry outperforms Shakespeare

Rowan Cheung • 6 minutes

Sign Up | Advertise | Podcast | AI University

Welcome, AI enthusiasts.

AI just beat Shakespeare at his own game—with readers struggling to ID generated verses and preferring them over the Bard's timeless works.

Is this the final frontier for human creativity or simply the beginning of a new chapter in how we define art? Let's get into it…


In today’s AI rundown:

  • AI poetry outshines human classics in blind test

  • ChatGPT desktop app gains direct app integration

  • Create your own AI writing assistant

  • TikTok launches Symphony Creative Studio

  • 5 new AI tools & 5 new AI jobs

  • More AI & tech news

Read time: 4 minutes

Important: The Rundown is slowly being sent from a new email address. To ensure you get our newsletter, please add news@daily.therundown.ai to your contact list.

LATEST DEVELOPMENTS

AI RESEARCH

✍️ AI poetry outshines human classics in blind test

Image source: Midjourney / The Rundown

The Rundown: A new study from the University of Pittsburgh researchers just revealed that AI can now generate poetry that readers not only struggle to distinguish from human-written texts but actually prefer over works by legendary poets like Shakespeare and Dickinson.

The details:

  • In experiments with over 1,600 participants, readers could identify AI-generated versus human-written poems just 46.6% of the time.

  • AI-generated poems were also consistently rated higher across 13 different qualitative measures, including rhythm, beauty, and emotional impact.

  • Five poems rated as ‘least likely’ to be human were written by famous poets, while four rated most "human-like" were AI-generated.

  • When participants were explicitly told poems were AI-generated, they rated them lower regardless of authorship.

Why it matters: This study may ruffle some feathers in the literature community, but it's a clear sign that it's becoming impossible to distinguish between AI and human writing — even in creative domains like poetry. Some difficult questions are about to be raised as AI begins to rapidly surpass humans in unexpected areas of culture.

TOGETHER WITH AGENTQL

🤖 Make the web AI-ready with AgentQL

The Rundown: AgentQL eliminates the hassle of web automation and scraping by introducing the first AI-native query language — turning the web into a seamless environment where AI agents can extract, automate, and adapt effortlessly.

With AgentQL, you can:

  • Write natural language queries to access web data as easily as having a conversation

  • Extract structured data in real time from regulatory filings, e-commerce platforms, and multilingual sources

  • Automatically adapt to website changes, reducing downtime and manual intervention

  • Process PDFs, images, and documents just like websites, converting them into actionable insights

Experience the future of web automation today and get started at our playground.

OPENAI

🖥️ ChatGPT desktop app gains direct app integration

Image source: OpenAI

The Rundown: OpenAI just pushed an update to its desktop app that enables ChatGPT to interact directly with third-party applications on Mac for seamless AI-assisted workflows, along with expanded Windows desktop app access.

The details:

  • The new ‘Work with Apps’ feature allows ChatGPT to read and analyze content from select developer tools, including VS Code, Xcode, Terminal, and iTerm2.

  • Users can now get AI assistance without copying and pasting, with ChatGPT automatically understanding code context via the connected apps.

  • Multiple apps can be connected simultaneously for more complex workflows, with OpenAI planning to expand beyond developer tools in the future.

  • The new feature is available in early beta for Plus and Team users, and Enterprise and Education users will receive access in the coming weeks.

  • The Windows desktop app is also now available to all users, featuring Advanced Voice Mode, shortcuts, a companion window, and more.

Why it matters: With rumors of an upcoming ‘Operator’ agent, this feels like a major stepping stone towards a system that can naturally understand and take action with our workspaces. This update is about to create some wild new workflows and shift users towards a new mindset with ChatGPT interactions.

AI TRAINING

✍️ Create your own AI writing assistant

The Rundown: Using code templates provided with xAI, you can easily create an AI assistant that replicates your unique writing style using the xAI API.

Step-by-step:

  1. Visit x.ai, create an account, and generate an API key (you’ll get $25 free credits).

  2. Install the necessary libraries in Python using pip.

  3. Set up your API credentials securely.

  4. Use the provided code template by xAI to create your assistant.

  5. Ask any AI chatbot to code a content-writing AI assistant and paste the API code from step 4.

Pro tip: We’ve created a pre-configured AI assistant that you can access directly here. You just need to add your API key, writing examples, and prompts.

PRESENTED BY IBM

💻 IBM’s Most Compact AI Models Target Enterprises

The Rundown: Meet IBM’s new third generation of Granite with new open, compact, and efficient 2B and 8B language models.

Designed to give enterprises more ways to embed and scale AI in their businesses, these new 2B and 8B compact models are:

  • Trained with carefully curated data;

  • Cost-efficient;

  • Designed to run high-performance solutions.;

Learn more about how these models can help transform enterprise AI adoption.

BYTEDANCE

🤳 TikTok launches Symphony Creative Studio

Image source: TikTok

The Rundown: TikTok just released Symphony Creative Studio, an AI-powered video generation platform that offers new automated tools for brands to produce and scale advertising content.

The details:

  • The new platform converts product information or URLs directly into TikTok-ready videos in minutes, drawing from top-performing content styles.

  • Advertisers can now leverage AI digital avatars, choosing from pre-built or customized options with the ability to edit voice, position, style, and more.

  • A translation and dubbing feature enables automatic content conversion into multiple languages in over 30 languages with lip-sync capabilities.

  • The platform includes a daily auto-generation feature that creates new video options based on brand history and platform trends.

  • All AI-generated content is automatically labeled for transparency, with the company touting built-in safeguards for avatar likeness rights.

Why it matters: TikTok’s Symphony is shifting the marketing world in the AI era. Tasks that previously required teams of copywriters, videographers, editors, translators, and media buyers are now handled by a single brand manager curating AI-generated content, with improved ad results as the cherry on top.

NEW TOOLS & JOBS

Trending AI Tools

  • 🔊 Projects by ElevenLabs - Structure, edit, and generate long-form audio with precision

  • 📫 ZEPIC - AI-powered email and WhatsApp marketing platform to turn campaigns around in minutes

  • 🛠️ BuildShip V2 - Visually develop backend APIs and workflows with AI

  • 🤖 Integry App Functions for AI - Enable your AI agent to perform actions in hundreds of apps

  • 🗣️ Output Media API by Recall - Build AI agents that can join video conferences, output audio and video, listen, and respond

New AI Job Opportunities

QUICK HITS

InVideo launched a new AI video creation tool that can generate multi-minute videos with music and text in various styles from a single prompt.

Google released a new standalone Gemini iPhone app featuring Gemini Live voice conversations, image generation capabilities, and broader integration with Google services.

AI visionary Francois Chollet announced his departure from Google after a decade, with plans to launch a new venture while maintaining involvement with his Keras open-source AI framework.

Anthropic added new developer tools in its Console to automatically improve prompts, with the ability to manage examples and evaluate outputs to boost response accuracy and consistency.

Stripe introduced a new agent toolkit, enabling developers to integrate payments, financial services, and usage-based billing into LLM-powered agent workflows.

Apple released its Final Cut Pro 11 editing software, featuring new AI-powered features like Magnetic Mask for green screen-free object isolation and LLM-driven caption generation.

THAT’S A WRAP

See you soon,

Rowan, Joey, Zach, and Alvaro—aka The Rundown Team

AI

OpenAI’s ‘Operator’ agent is coming

Rowan Cheung • 5 minutes

Sign Up | Advertise | Podcast | AI University

Welcome, AI enthusiasts.

The next evolution of AI isn't just about conversation; it's about action — and OpenAI's upcoming ‘Operator’ agent is ready to take control of your real-world tasks.

But in a market quickly being flooded with similar tools, will OpenAI's agent be able to stand out above the crowd? Let’s get into it…


In today’s AI rundown:

  • OpenAI’s ‘Operator’ agent is coming

  • AI research agents design new COVID-fighting proteins

  • Transform product photos into ad campaigns

  • OpenAI presents U.S. AI roadmap

  • 5 new AI tools & 5 new AI jobs

  • More AI & tech news

Read time: 4 minutes

November note: Our newsletter will soon be sent from a new email address. To ensure you continue receiving our updates, add news@daily.therundown.ai to your contacts.

LATEST DEVELOPMENTS

OPENAI

🤖 OpenAI’s ‘Operator’ agent is coming

Image source: Midjourney / The Rundown

The Rundown: OpenAI is planning to launch ‘Operator’ in January, a new AI tool that can actively complete tasks like booking flights or writing code on a user’s behalf, according to a new report from Bloomberg.

The details:

  • Operator will be capable of controlling a web browser to complete real, multi-step process tasks with minimal human oversight.

  • CEO Sam Altman said during a recent Reddit AMA that agentic capabilities will “feel like the next giant breakthrough” over simply improving models.

  • Operator joins a flurry of agent competition, with Anthropic (computer use), Microsoft (Copilot Agents), and Google (Jarvis) working on similar tools.

  • The tool is reportedly set for a January release as both a research preview and developer API.

Why it matters: Agents continue to be all the rage in AI and mark a shift from increasingly smarter chatbots to systems that can actually navigate the real world on our behalf. OpenAI’s agent execution will be interesting to watch — with so many similar offerings, what differentiator will make the tool stand out above the rest?

TOGETHER WITH EIGHT SLEEP

🛏️ The future of sleep is here

The Rundown: Eight Sleep's Pod 4 Ultra brings you an intelligent sleep experience, integrating advanced biometrics and AI for unparalleled rest — helping you wake up ready to conquer the day.

Experience the benefits of the Pod 4 Ultra, including:

  • Personalized temperature adjustments throughout the night

  • Comprehensive sleep analytics via a user-friendly mobile app

  • Proven improvements in deep sleep and cardiovascular health

Invest in better sleep today. Use code RUNDOWN at eightsleep.com/rundown to get up to $600 off on bundled Pod 4 Ultra purchases until Dec. 14.

AI RESEARCH

🦠 AI research agents design new COVID-fighting proteins

Image source: Stanford University

The Rundown: Stanford researchers just introduced the Virtual Lab, an AI research platform where specialized AI agents collaborate with human scientists to tackle complex scientific challenges — successfully designing and validating new nanobodies against recent COVID variants.

The details:

  • The system uses multiple AI agents with distinct specialties (immunologist, ML specialist, computational biologist) coordinated by an AI Principal Investigator.

  • The AI team members hold structured "meetings" to discuss and refine their work, requiring only light guidance from human scientists.

  • Over 90% of the AI-designed molecules were stable and worked as intended when produced in the lab.

  • Lab testing identified two promising candidates from 92 designed proteins that can attach to both new COVID variants and the original virus.

Why it matters: AI superteams are now tackling scientific research — and soon, we’ll all be having check-ins with an expert panel of our subject of choice. As AI reaches Ph.D.-level intelligence and beyond, the thought of what can be accomplished by groups of genius agents with an endless array of specialties is staggering to consider.

AI TRAINING

 Transform product photos into ad campaigns

The Rundown: Ideogram lets you turn product photos into custom-sized marketing assets with legible text.

Step-by-step:

  1. Upload your product photo to Ideogram Canvas.

  2. Use "Extend" to adjust the image to your desired marketing format.

  3. Select "Magic Fill" and choose your preferred selection tool (brush, lasso, or rectangle).

  4. Add AI-generated text effects and export your marketing-ready asset.

Pro tip: Create templates by saving your favorite aspect ratios and styles for consistent branding across all your product marketing materials.

PRESENTED BY SECTION

📚AI's future in higher education

The Rundown: Join Section and Mark Daley, Chief AI Officer of Western University, to explore how AI is impacting universities — from classroom teaching to university governance.

Join Section’s free event on Dec. 3 for insights into:

  • How AI will change the landscape of teaching and learning

  • Ensuring responsible AI usage within educational institutions

  • Addressing the risks of becoming reliant on AI in academia

Reserve your free spot now.

OPENAI

🗺️ OpenAI presents U.S. AI roadmap

Image source: Midjourney / The Rundown

The Rundown: OpenAI just presented a comprehensive blueprint for American AI infrastructure and international cooperation, proposing sweeping changes to power, regulations, and partnerships to compete with China's growing AI capabilities.

The details:

  • The plan calls for creating special ‘AI Economic Zones’ where states can fast-track permits and approvals for AI infrastructure projects.

  • OpenAI envisions a "North American AI Alliance" that could eventually expand to include other democratic allies globally.

  • The blueprint also advocates modernizing the power grid with a National Transmission Highway Act that prioritizes transmission, fiber, and natural gas.

  • The company reportedly spoke with the government about a potential $100B, 5-gigawatt data center that is five times larger than any existing facility.

Why it matters: With a new incoming U.S. administration having significantly different views for the country’s AI initiatives, OpenAI is wasting no time in upping the pressure to address the massive energy and compute demands needed to continue accelerating — and staying ahead of rival Chinese AI giants.

NEW TOOLS & JOBS

Trending AI Tools

  • 📚 Learn About by Google - AI-powered companion for educational research

  • 📰 Particle - AI-powered news coverage organized to see the full picture of every story

  • 🗣️ Vocera - Launch AI voice agents faster with testing, simulation, and monitoring

  • 🍐 PearAI - Open-source, extendable AI code editor with native integration

  • 🌉 Arch - Build fast, hyper-personalized agents with intelligent infrastructure

New AI Job Opportunities

QUICK HITS

Formation Bio, OpenAI, and Sanofi unveiled Muse, an AI system that drastically accelerates clinical trial recruitment, with Sanofi already implementing it in Phase 3 trials to streamline drug development timelines.

Chinese robotics firm Deep Robotics started commercial sales of its X30 quadruped robot, featuring a $54,000 price tag with industrial use cases like site inspections, security patrol, and more.

GEMA became the first performing rights organization to sue OpenAI over alleged copyright infringement of song lyrics, filing a lawsuit in Munich, Germany.

AI safety advocate Dan Hendrycks is joining Scale AI, becoming an advisor for with $14B data labeling company alongside his roles at The Center For AI Safety and xAI.

Microsoft launched adapted AI models, offering specialized small language models to address sector-specific challenges in manufacturing, automotive, and agriculture.

DeepL introduced Voice, a real-time translation service supporting 13 spoken languages and 33 written languages, initially focusing on text-based output for Teams meetings and in-person conversations.

THAT’S A WRAP

See you soon,

Rowan, Joey, Zach, and Alvaro—aka The Rundown Team

AI

AI robot masters surgery

Rowan Cheung • 6 minutes

Sign Up | Advertise | Podcast | AI University

Welcome, AI enthusiasts.

AI robots can now learn to perform surgery just like a (human) medical resident — by watching and imitating their mentors at work.

With human-level precision already achieved in key procedures, could this be healthcare's next revolution? Let’s get into it…


In today’s AI rundown:

  • AI robot masters surgical tasks

  • Apple’s new AI home command center

  • Master any software with ChatGPT

  • Nous supercharges AI models with Reasoning API

  • 5 new AI tools & 5 new AI jobs

  • More AI & tech news

Read time: 4 minutes

Friendly reminder: We’re moving to a new email sending address. Make sure to add news@daily.therundown.ai to your contacts to ensure you keep receiving our emails.

LATEST DEVELOPMENTS

AI, ROBOTICS & HEALTHCARE

🤖 AI robot masters surgical tasks

Image source: John Hopkins University

The Rundown: Researchers at Johns Hopkins University just achieved a breakthrough in surgical robotics, training a robot to perform complex medical procedures solely by having it watch videos of human surgeons at work.

The details:

  • The da Vinci Surgical System robot learned and performed critical surgical tasks, such as needle manipulation, tissue lifting, and suturing, with human-level skill.

  • Using a new imitation learning approach, the system trained with hundreds of surgical videos captured by da Vinci robot wrist cameras.

  • The AI model combines ChatGPT-style architecture with kinematics, essentially teaching the robot to "speak surgery" through mathematical movements.

  • The system also showed unexpected adaptability, like automatically retrieving dropped needles — a skill it wasn't explicitly programmed to perform.

Why it matters: The surge in robotic capabilities for both training and dexterity is opening up new use cases — and surgery is next on the list. This video learning approach could do for surgical robotics what LLMs did for AI, allowing robots to rapidly learn and adapt to any procedure instead of hand-coding for each individual movement.

TOGETHER WITH TELY AI

🤖 Expert-level B2B SEO on autopilot

The Rundown: Tely AI is your autonomous AI for generating expert-level SEO content,  researching your industry and product to create content that attracts B2B leads — all automatically.

With Tely AI, you can:

  • Receive 100 high-quality articles monthly without lifting a finger

  • Identify visitors with high buying intent through targeted content

  • See your first organic visitors in just two weeks with rapid Google indexing

Start getting organic leads now.

APPLE

🏠 Apple’s new AI-powered home command center

Image source: Midjourney / The Rundown

The Rundown: Apple is preparing to launch a new wall-mounted AI smart home display – positioning the device as a central hub for everything from video calls to appliance management, according to a new report from Apple insider Mark Gurman.

The details:

  • The tablet-like device will feature a 6-inch screen with a camera, speakers, and proximity sensing to adjust displays based on user distance.

  • The display will utilize Siri and Apple Intelligence, allowing users to control apps and appliances, use FaceTime as a home intercom, play music, and more.

  • A premium version with robotic arm is also reportedly in development, which will be marketed as a “home companion with an AI personality.”

  • The launch is expected as early as March, and pricing is likely competitive with existing smart displays like Google’s Nest Hub and Amazon’s Echo Hub.

Why it matters: After lagging behind Amazon and Google in the smart home space, Apple is finally making its big move. But rather than just another smart display, this appears to be Apple's first dedicated AI hardware product — potentially setting the stage for how we'll interact with home AI in the future.

AI TRAINING

🎯 Master any software with ChatGPT

The Rundown: ChatGPT’s new Advanced Voice Mode can be your personal guide to navigate and learn any new software or application in real time, getting instant answers and step-by-step guidance.

Step-by-step:

  1. Open the ChatGPT desktop app alongside your new software and position windows side-by-side.

  2. Start with a clear description of what you're seeing (e.g., "I'm looking at the main screen of PowerPoint and see...").

  3. Ask specific questions about features and follow step-by-step guidance.

  4. Troubleshoot any issues by describing exactly what's happening.

Pro tip: Take it one step at a time and confirm each action before moving forward. This ensures you're truly learning rather than just following instructions blindly.

PRESENTED BY FYXER AI

 Save an hour every day with AI

The Rundown: Fyxer AI is an AI Executive Assistant that automates your daily email and meeting tasks, saving users of platforms like Gmail, Outlook, Slack, Teams, Google Meet, or Zoom up to 60 minutes each day.

Fyxer AI increases productivity through:

  • Smart email organization, ensuring high-value messages are addressed promptly

  • Automated, personalized email responses crafted in your tone and voice

  • Meeting notes with summaries and actionable next steps from video calls

  • Team adaptability, learns from team members' communication styles to boost productivity

Try it free for 14 days — no credit card needed, with setup in just 30 seconds.

NOUS RESEARCH

🔧 Nous supercharges AI models with Reasoning API

Image source: Nous Research

The Rundown: Nous Research just introduced the Forge Reasoning API Beta, a system that dramatically enhances language model capabilities through advanced reasoning techniques, enabling smaller models to compete with industry giants.

The details:

  • The system combines three key technologies: Monte Carlo Tree Search, Chain of Code, and Mixture of Agents to boost model performance.

  • When powered by Forge, their 70B Hermes model outperformed larger models like o1 and Sonnet on complex math tasks.

  • Forge works with Hermes 3, Claude 3.5 Sonnet, Gemini, GPT-4 and more, with the ability to also combine multiple LLMs to ‘enhance output diversity’.

  • Nous also launched a free chat platform featuring their Hermes 3 model alongside the limited API release.

Why it matters: While tech giants pour billions into training larger models, Nous shows that reasoning might be the real unlock that levels the playing field. Forge’s ability to boost smaller models is impressive — but even more compelling may be what will happen when these techniques are applied to already industry-leading systems.

NEW TOOLS & JOBS

Trending AI Tools

  •  EarlyAI - AI agent for test code generation to reduce the cost of bugs and deliver higher-quality software

  • 🧠 Cerebrium - Serverless infrastructure for AI/ML apps to build faster and cheaper

  • ✍️ Agree - Securely send and sign any agreement with AI-powered workflows

  • 🖍️ Webdraw - Draw-to-code your own web apps instantly

  • ⚙️ Segwise - AI-powered monitoring of ad campaign data to boost your return on ad spend for games and apps

New AI Job Opportunities

  • 🚀 The Rundown - Head of Growth

  • 🛠️ Waymo - Software Engineer, Router Eval

  • 💡 Cohere - Senior Member of Technical Staff, RAG

  • 🎉 Writer - Senior Corporate Events Manager

  • 🤝 Meta - Business Development Manager, AI Partnerships

QUICK HITS

Baidu announced a series of new AI products at the company’s Baidu World event, including an I-RAG text-to-image generator, Miaoda no-code development tool, and upcoming AI-powered smart glasses.

Alibaba introduced Accio, an AI-powered B2B search engine that uses natural language processing to connect global buyers and sellers, showing a 40% increase in purchasing intentions during pilot testing.

Enterprise AI platform Writer secured a massive $200M Series C investment boosting its valuation to $1.9B, with the startup set to expand into healthcare, retail, and financial services workflows.

OpenAI president Greg Brockman has returned after a three-month sabbatical, with plans to take on a new technical role within the company.

Amazon unveiled a $110M "Build on Trainium" initiative to accelerate university AI research using its custom chips, providing researchers free access to massive 40,000-chip clusters with open-source requirements for resulting innovations.

AI-powered news app Particle launched on iOS, offering personalized summaries, multi-perspective coverage analysis, and interactive features to help users better understand and engage with current events.

THAT’S A WRAP

See you soon,

Rowan, Joey, Zach, and Alvaro—aka The Rundown Team

AI

AlphaFold 3 opens to the world

Rowan Cheung • 5 minutes

Sign Up | Advertise | Podcast | AI University

Welcome, AI enthusiasts.

The crown jewel of scientific AI research just went open-source, with DeepMind releasing its Nobel Prize-winning AlphaFold 3 to researchers worldwide.

With brilliant new minds now gaining access to this powerhouse tool, could the open-source turn trigger biology's biggest breakthrough yet? Let’s get into it…


In today’s AI rundown:

  • DeepMind opens AlphaFold 3 to researchers worldwide

  • Qwen unveils powerful new open-source coding AI

  • Create multilingual subtitles with Gemini

  • AI detects blood pressure and diabetes from short videos

  • 5 new AI tools & 5 new AI jobs

  • More AI & tech news

Read time: 4 minutes

Important: The Rundown is slowly being sent from a new email address. To ensure you get our newsletter, please add news@daily.therundown.ai to your contact list.

LATEST DEVELOPMENTS

GOOGLE DEEPMIND

🧬 DeepMind opens AlphaFold 3 to researchers worldwide

Image source: Google DeepMind

The Rundown: Google DeepMind just open-sourced its groundbreaking AlphaFold 3 protein prediction model, enabling academic researchers to access both code and training weights for the first time since its limited release in May.

The details:

  • The Nobel Prize-winning technology can predict interactions between proteins and other molecules like DNA, RNA, and potential drug compounds.

  • Academic researchers can access the model's full capabilities for non-commercial use, though commercial applications remain restricted.

  • The system has already mapped over 200M protein structures, demonstrating unprecedented scale in structural biology.

  • Several companies, including Baidu and ByteDance, have already created their own versions based on the original paper's specifications.

  • DeepMind's spinoff, Isomorphic Labs, maintains exclusive commercial rights, having recently secured $3 billion in pharmaceutical partnerships.

Why it matters: Scientific research is one of the most exciting areas for AI, and the wider availability of AlphaFold via open-source should massively accelerate breakthroughs across biology and medicine – while also leveling the playing field beyond well-funded institutions or pharmaceutical companies.

TOGETHER WITH WEIGHTS & BIASES

📊 Multimodal GenAI tracking and evaluations made easy

The Rundown: Weave is a lightweight developer toolkit that simplifies tracking and evaluation of your multimodal LLM applications — bringing comprehensive observability to text, images, and audio.

With Weave, you can:

  • Implement full LLM tracking with just 3 lines of code

  • Build custom evaluation pipelines suited to your needs

  • Integrate seamlessly with OpenAI, Gemini, Anthropic, and many more

Get started now for free and streamline your AI tracking and evaluation.

QWEN

🚀 Qwen unveils powerful new open-source coding AI

Image source: Qwen

The Rundown: Alibaba Cloud’s Qwen just released a suite of new AI coding models, with its flagship 32B version matching GPT-4o and Claude 3.5 Sonnet's performances on key benchmarks while remaining completely open-source.

The details:

  • The Qwen2.5-Coder series spans six different sizes (0.5B to 32B parameters), making it accessible for various computing environments and tasks.

  • The 32B version achieves state-of-the-art performance among open-source models in code generation, repair, and reasoning tasks.

  • The models integrate with popular development tools like Cursor and are proficient across over 40 programming languages.

  • Each size has two variants: a base model for custom fine-tuning and an instruction-tuned version ready for direct use.

Why it matters: AI’s coding abilities continue to level up, and open-source models like Qwen are now matching and exceeding the top players in the industry. Advanced programming capabilities are quickly becoming available to a much wider audience — no coding background is necessary.

AI TRAINING

🎬 Create multilingual subtitles with Gemini

The Rundown: Google Gemini’s video input feature lets you transform any video into multiple languages with accurate transcripts and professional subtitles.

Step-by-step:

  1. Visit Google AI Studio and select Gemini 1.5 Pro 002.

  2. Upload your video and generate a timestamped transcript.

  3. Use translation prompts to create subtitles in target languages.

  4. Enhance subtitles with proper formatting and timing.

Pro tip: Mention the source language in your initial prompt for better accuracy, and use Subtitle Edit Online for final touches. We have also written detailed prompts that you can copy and paste from here.

PRESENTED BY SAMBANOVA

🏆 Build lightning-fast AI agents

The Rundown: SambaNova is hosting the Lightning Fast AI Hackathon, offering developers the opportunity to build AI agents faster than ever before. Utilize their custom hardware stack and compete to win up to $5,000!

By participating, you can:

  • Experience the fastest inference on the planet (10x compared to traditional GPUs)

  • Use open-source models you love, like Llama

  • Deploy agents quickly with simple OpenAI-compatible APIs

Join the hackathon today — the competition ends November 22.

AI RESEARCH

🏥 AI detects blood pressure and diabetes from short videos

Image source: Midjourney

The Rundown: Japanese researchers just developed an AI system that can screen for conditions like high blood pressure and diabetes using a brief video of someone's face and hands—with accuracy at levels comparable to or exceeding those of cuffs and wearable devices.

The details:

  • The system combines high-speed video capture with AI to analyze subtle changes in blood flow patterns, analyzing 30 regions of the face and palm.

  • Initial tests show 94% accuracy in detecting high blood pressure and 75% accuracy for diabetes compared to traditional diagnostic methods.

  • A 30-second video achieved 86% accuracy in blood pressure detection, while even a 5-second clip maintained 81% accuracy.

  • Researchers envision future integration into smartphones or smart mirrors for more convenient at-home health monitoring.

Why it matters: It may be time to ditch the bulky blood pressure cuffs—a simple selfie will soon do the trick. Integrating this type of AI breakthrough into accessible forms like an app or website would dramatically increase access to vital screenings while making personal health monitoring much easier and more effective.

NEW TOOLS & JOBS

Trending AI Tools

  • 📊 Spiky - AI-powered real-time insights for faster, smarter sales decisions

  • 🗣️ Univerbal - Boost your speaking confidence in 20+ languages with personalized AI tutors

  • 🧠 Theo - Give your AI assistant a complete picture of your unique business model and strategy for more nuanced, aligned outputs

  • ⚙️ Lamatic AI - Build AI agents in low-code and deploy on edge

  • 🍄 Truffle - Stay ahead of the conversation with AI-powered X tracking

New AI Job Opportunities

  • 📧 The Rundown - Social Media Manager

  • 🦺 Waymo - Field Safety Lead

  • 👥 Meta - Recruiter

  • 🖥️ Cohere - IT Operations Specialist

  • 🤖 Metropolis - Senior Machine Learning Engineer

QUICK HITS

Free event: AI Safety and the Risks of AGI. Find out what people aren’t talking about, but should be (for the sake of humanity), when it comes to AGI. RSVP here.*

Lex Fridman released a new interview with Anthropic CEO Dario Amodei, who discussed the firm’s approach to AI safety and predicted AGI may arrive by 2026-2027, as well as conversations with researcher Amanda Askell and co-founder Chris Olah.

AI sales automation startup 11x secured $50M in new funding, valuing the company at $320M as it expands its AI bots that can handle sales tasks in 30 languages.

Anthropic hired Kyle Fish as its first dedicated "AI welfare" researcher, who will explore whether future AI models might experience consciousness and require moral consideration.

The Vatican and Microsoft unveiled a digital AI-powered twin of St. Peter’s Basilica created from 400,000 images, enabling virtual visits and help identifying structural damage ahead of the 2025 Jubilee.

Jerry Garcia's estate announced a partnership with ElevenLabs, bringing the late Grateful Dead icon's AI-recreated voice to audiobooks and written content in 32 languages.

Leading AI companies are reportedly rushing to develop new benchmarks and testing methods, with current standards falling behind the ability to measure increasingly sophisticated AI models.

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Rowan, Joey, Zach, and Alvaro—aka The Rundown Team

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