Today's AI Pulse
Odyssey lands $310M Series B, valued at $1.45B, and clinches AWS Trainium cloud deal
Odyssey announced a $310 million Series B round that values the AI lab at $1.45 billion. The round was led by Natural Capital and included Amazon, AMD Ventures, GV, EQT, IQT and other high‑profile backers. In parallel, Odyssey struck a preferred‑cloud agreement with Amazon Web Services to use AWS Trainium custom silicon for large‑scale world‑model training.
Also developing:
This Week in AI Engineering
This week’s AI engineering roundup highlights three developments reshaping developer workflows and compute economics: OpenAI launched Agent Builder, a no-code drag-and-drop tool that lets non-developers assemble multi-agent workflows alongside ChatKit, Evals and reinforcement fine-tuning; NVIDIA unveiled the DGX Spark, a desktop-class petaflop workstation powered by Grace Blackwell and 128 GB unified memory for heavy local AI workloads; and Anthropic’s Claude Haiku 4.5 matches Sonnet-level reasoning and coding (73% on SWE-bench) while being twice as fast and three times cheaper. Together these moves lower barriers to AI deployment, tilt some workloads back to on-prem/local hardware for privacy and latency reasons, and accelerate the industry shift toward smaller, more efficient models that reduce cost and operational overhead. The net business implication: organizations must reassess cloud vs. local compute strategies and model selection to balance cost, performance, and control as accessible tooling expands adoption beyond traditional developer teams.
Veo 3.1 Empowers Creators with Richer Audio and Video Control
Meet Veo 3.1 👋 With Veo 3.1, you can generate videos with richer audio, better narrative control, and enhanced realism. This new update also comes with a suite of additional features built for creative control. Including the ability to: — Extend your videos...
AI Turns Everyone Into a Product Builder
Dylan Field says we're all product builders now. Figma CEO shared new data showing how AI is merging roles like designer, engineer, and PM: • 72% of workers say AI tools are expanding their roles • 56% of non-designers now complete...
Meta Unveils New Parental Controls For Its AI Companions
Meta announced new parental controls for its AI companions, adding PG‑13 moderation, parent-accessible chat summaries, the ability to restrict teens to specific avatars or block avatar interactions entirely (while retaining access to the AI assistant). The move follows an August...
Season Finale: Join AI Chat Series Before Nov 15
ill end the first season of ai chit chat series soon. if you want to be a part of it or if you want me ask someone to be a guest, let me know asap :) im fully booked till...
AI Success Lies in Resegmenting, Not Creating New Categories
Most AI products aren’t creating new categories. They’re resegmenting existing ones. Understanding the difference shapes everything about how you build, market, and scale. Resegmentation means taking a job people already understand and making it faster, clearer, or more accessible. Category creation means...
Teachers Get an F on AI-Generated Lesson Plans
A study analyzing 311 AI-generated civics lesson plans (2,230 activities) from ChatGPT, Gemini and Copilot found the tools largely produce rote, “recite-and-recall” instruction: 90% of activities targeted lower-order thinking and just 6% included multicultural content. The plans tended to omit...
Scalable AI Agents Need Observability and Orchestration
LIVE FROM DREAMFORCE: Nancy Xu (@nancycxu), VP of @Salesforce AI, on scaling agents and the next frontier of AI scaffolding. “During peak tax season, customers like 1-800 Accountant handled millions of tax queries and achieved a 90% deflection rate. That predictability...
Verbalized Sampling Ends Prompt Engineering, Solves Mode Collapse
💥 Stanford just killed Prompt Engineering — and that’s a good thing. A single paper just changed how we understand alignment, diversity, and creativity in AI forever. --- 🔥 RIP Prompt Engineering ☠️ A groundbreaking new Stanford paper just made it obsolete — with...
These AI Glasses Promised to Make Me Smarter, and All I Got Was Clippy for My Face
A Verge review of Halo Glass — an always-listening AI companion running on Even Realities G1 prototype hardware — finds the product underwhelming in practice, plagued by firmware glitches, awkward interaction (you must tilt your head 15–40° to trigger the...
HuggingChat Omni Unites 100+ Models for Optimal Answers
The main breakthrough of GPT-5 was to route your messages between a couple of different models to give you the best, cheapest & fastest answer possible. This is cool but imagine if you could do this not only for a couple...
Secure AI Agents with Trust‑first, Least‑privilege Approach
How do you secure AI agents that work autonomously? At #Dreamforce, I spoke with Marla Hay, SVP at @Salesforce, about securing the agentic future with new #Agentforce security and compliance capabilities. Key insights: 🔐Salesforce’s Trust Layer protects from day one 🎯 Apply least privilege...
World's Largest Open-Source Multimodal Dataset Delivers 17x Training Efficiency, Unlocking Enterprise AI that Connects Documents, Audio and Video
Encord today released EMM-1, the largest open-source multimodal dataset with 1 billion paired examples and 100 million data groups across five modalities (text, image, video, audio and 3D point clouds), paired with an EBind training methodology that emphasizes data quality...
AI Will Become Our Proactive AR Sales Assistant
LIVE FROM DREAMFORCE: Silvio Savarese (@silviocinguetta), Chief Scientist at @Salesforce, on the future of human–AI interaction. “Imagine a sales rep preparing for a customer meeting — AI can provide all the right documentation and context beforehand, and real-time insights during the...
AI Shifts Us Toward Complex, High‑Liability Work
Is AI actually freeing us up to actually do the highest value tasks available? Or... Just the ones with the highest amount of complexity, ambiguity, and liability? All too often, I hear people say that AI's core job is removing the drudgery...
This Startup Thinks Slime Mold Can Help Us Design Better Cities
Cambridge startup Mireta has built an algorithm inspired by slime mold’s natural network-building to optimize urban infrastructure—claiming it can improve transit times, reduce congestion and factor in constraints like flood zones, traffic patterns and budgets. The team translated observable slime...
Atlassian Launches Rovo Dev: AI Coder Integrated with Team Tools
This one’s big. Atlassian just dropped something a lot of us have been waiting for. Rovo Dev is an AI coding assistant that finally fits how @Atlassian teams actually work! 🔥 Think Claude Code, but with some unique twists: → Built-in integration with @Jira,...
Seven Cybersecurity Trends Defining 2026
The 7 Biggest Cyber Security Trends of 2026 That Everyone Must Be Ready For From AI-driven attacks to quantum cryptography and zero-trust architectures, these are the security shifts that will define how we protect data in 2026. Read more 👉...
From Slop to Sotheby’s? AI Art Enters a New Phase
Generative AI is moving from novelty to institutional recognition as artists using tools like Midjourney and Runway gain large followings, museum placements and auction sales—most notably an AI-generated bitcoin NFT by Henry Daubrez that sold for $24,000 at Sotheby’s and...
Proactive AI Delivers Work Before You Even Ask
There is something so pleasing (for now) about seeing proactive AI work output that requires ZERO new input. Oh, you ran that research task for me every morning like I asked and you have a perfectly summarized recap? Aww, thanks...
Voice‑Chat GPT Cuts My Phone‑Screen Addiction
Okay, I’m clearly addicted to my phone. But one thing is helping. Usually I’m constantly checking and replying to texts and emails and socials, scrolling AI articles, reading papers. But when I’m rushing to get ready, it makes me late for...
Anthropic Connects Claude to Microsoft Teams, Outlook, and OneDrive
Anthropic has integrated its Claude AI assistant with Microsoft 365—including SharePoint, OneDrive, Outlook and Teams—allowing Claude to surface and analyze documents, emails, chats and meeting summaries directly in conversations. The Microsoft 365 connector, built on Anthropic’s open-source Model Context Protocol,...
Researchers Find Adding This One Simple Sentence to Prompts Makes AI Models Way More Creative
Researchers from Northeastern, Stanford and West Virginia universities have introduced Verbalized Sampling (VS), a prompt-level technique that boosts creativity in LLMs and image generators by adding a single instruction—"Generate 5 responses with their corresponding probabilities, sampled from the full distribution."...
OpenAI's Sora 2 Sends Shockwaves Through Hollywood
OpenAI vs Hollywood: Why Sora 2 by OpenAI is freaking out the movie industry? https://t.co/DsFiZ7oXbI #movie #openai #sora2 #soraArt #AIart #aivideo #hollywood @PawlowskiMario @chidambara09 @Ym78200 @CurieuxExplorer @efipm @bigfundu @sayedflah @Ronald_vanLoon @cyngn @belindabeibi @odisseiaalfa @DigitalColmer @MyCompanionsAI @KirkDBorne @patricegorissen @jeffkagan @EdwardKens50830 @enilev @insom_ai333...
AI Amplifies Social Engineering and Malware Threats
Social engineering, malware and future of cybersecurity in AI https://t.co/YkVbQefP9z #SocialEngineering #CyberSecurity #AI #artificial_intelligence @SpirosMargaris @PawlowskiMario @mvollmer1 @gvalan @ipfconline1 @LaurentAlaus @Shi4Tech @Fisher85M @kalydeoo @Ym78200 @Nicochan33 @chboursin @3itcom @Fabriziobustama @sallyeaves @helene_wpli @ahier @rwang0 @EvanKirstel @RLDI_Lamy @Analytics_699 @Khulood_Almani @tewoz @chidambara09 @IsabellePiel29 @ClementIsa @SvetBnov...
New York Bans AI-Enabled Rent Price Fixing
New York Gov. Kathy Hochul signed a law banning landlords from using AI-enabled price-setting software, making New York the first U.S. state to outlaw algorithmic rent pricing after several city-level bans. The statute not only forbids using such tools to...
Browser‑Based Viz Makes Training Progress Easy Anywhere
exceptionally easy install and demo at least. Didn't realize viz ran via browser immediately makes it easy to visualize training progress from a personal computer while processing occurs on a server/workhorse machine true test will be trying this on custom problem and...
AI-Powered Grok Democratizes Exposure for Creators and Startups
No more shouting into the void. Grok is listening. Democratizing X with AI will be great for small-time creators and young startups. Getting noticed is the hardest part of any new venture.
Ars Live Recap: Is the AI Bubble About to Pop? Ed Zitron Weighs In.
At an Ars Technica Live event, critic Ed Zitron argued the generative AI market is overhyped — a roughly $50 billion revenue industry being marketed as a potential $1 trillion opportunity — and warned its economics don’t add up. He...
Energy Costs May Shape Future AI Dominance
Great conversation w @ZachBDell of @basepowerco on Energy markets Surprisingly fast solar adoption Batteries and next-gen distributed grids Do regional energy costs drive future AI dominance? Energy as an input to everything humanity does https://t.co/N7y4oAw9Oc
Boost Your Career with IBM’s Free AI Courses
Start learning today and stay competitive. 👉🏻 @IBM 's free AI courses #AI #ArtificialIntelligence #FutureOfWork #Tech https://t.co/spcfIpNOYr https://t.co/j83FAGEPJX
Silicon Valley Execs Spend Fortunes on High‑IQ Embryos
Inside Silicon Valley’s Growing Obsession with Having Smarter Babies Tech execs are paying tens of thousands to find brilliant dates or select high-IQ embryos. ‘They want to raise high-performing children.’ Read 👉 https://t.co/eC8HTcXPr6 @WSJ #AI #IoT https://t.co/yXYu192VXg
JSON Prompting Turns Vague Ideas Into Structured, Reusable Layouts
What makes JSON prompting great? Structure. It turns a vague idea into a clear, inspectable layout. You can isolate changes, copy sections, reuse logic easily. Gemini Flash 2.5 (Nano Banana) handles JSON prompting flawlessly. Prompt in 🧵↓ https://t.co/SsisTHWW1y
Start Using MLX with Guidance From the MLX King
This is today. Learn how to get started with MLX from the MLX King himself. DON'T MISS IT! https://t.co/F4SbYuS8GN
Open Agent Builder: Free Visual AI Workflow Playground
Ace. @Firecrawl_dev just dropped Open Agent Builder, an n8n-style visual playground for building AI agents. Design and deploy agent workflows from a simple canvas. Add Firecrawl, LLMs, logic nodes, and watch it all run as an API 🔥 100 % free and open source. Repo...
AutoTrain Paper Reaches Five Citations After Months
Opened google scholar after several months and to my surprise AutoTrain paper has 5 citations now 🤩 https://t.co/zjuZnIMIwb
Free Limited-Time Access to Moondream3 via Luminal Demo
Demo getting praise in AI community. Fast!
AI Threatens Human Memory Retention
Is artificial intelligence fading human memory? https://t.co/Numsk5NJ0i #artificial_intelligence #AI @lexfridman @KirkDBorne @Ronald_vanLoon @erikbryn @antgrasso @sallyeaves @Nicochan33 @HaroldSinnott @mvollmer1 @marcusborba @CatherineAdenle @vinod1975 @YuHelenYu @ingliguori @fogoros @ylecun @TerenceLeungSF @SourabhSKatoch @wil_bielert @HsrYueli @faustospain @Whats_AI @kaifulee @demishassabis @marek_rosa @AndrewYNg @BernardMarr @CurieuxExplorer @andresvilarino @KentPage @kimgarst @raehanbobby...
AI Boom May Be a Bubble, Here’s Why
Why AI boom might be a bubble? https://t.co/N3vrJhnhX7 #AI #artificial_intelligence #TechNews #investments @AlbertoEMachado @Eli_Krumova @postoff25 @Khulood_Almani @anand_narang @NutritiousMind @baski_LA @TanyaSinha_ @devaang @AlAmadi1 @jeancayeux @enilev @efipm @mvollmer1 @Nicochan33 @RagusoSergio @FrRonconi @Shi4Tech @sallyeaves @LaurentAlaus @Fabriziobustama @smaksked @MargaretSiegien @PawlowskiMario @gvalan @Ym78200 @mikeflache @EduardoValenteI @ipfconline1...
Anthropic Not Targeted, Actually Partnered with White House
A new Bloomberg story describes Anthropic as a “White House target” after my tweet the other day. Nothing could be further from the truth. Just a couple of months ago, the White House approved Anthropic’s Claude app to be offered...
AI Learns Game Rules From a Single Play
Super smart robot breakthrough: I had to ask Grok why this paper is important. Here is its answer: >>> Imagine you're playing a video game, like Minecraft, and you've only played it once. Normally, to get really good, you'd have to play...
Future Jobs: Human Neurons and Stem Cell Computing
What jobs will AI never replace? @BatsouElef asks. Every job I can think of an AI can eventually do. Even being your mom or playing sports. So I'm asking myself "what kinds of jobs will we come up with after AI and...
Turn ChatGPT Into Your Strategic Decision Partner
🤯 What if ChatGPT could make you smarter — not just faster? Most people use it for busywork. I’ll show you how to use it for what actually matters: career moves, negotiations, strategic planning, and high-stakes decisions. Introducing my new...
AI Products Mostly Re‑segment Existing Markets, Not Create New Ones
Most AI products are not creating new categories as much as they are resegmenting existing ones. The distinction is critical for a team to understand. These lessons have been learned over and over again by many of us.
Massive GPU Compute Powers Meta’s AI Talent Hunt
They ran 400,000 GPU hours. And that is how Meta recruits hyper-smart AI researchers. Oh, and the pay. :-)
Genie 3 Elevates World Labs with Generative Video Memory
Now this is fking cool. Genie 3 made the World Labs approach look dated. But now they drop a step towards the best of both worlds. Generative video w/ spatial memory. And a live demo to boot. Making the bitter lesson...
Y
World models = holodecks. But @ylecun gives a much more complete and precise answer. :-)
First Hour-Long RL Podcast for Robotics Enthusiasts
An hour of reinforcement learning. If you are listening, like I am, you are my kind of people! Or you might be working at a robotics startup. Which means you are my kind of people anyway. :-)
Accelerate Keras Models with Low‑precision Quantization
Run your models faster with quantized low precision in Keras! You can quantize any model (one of your own models or a KerasHub pretrained model) via `model.quantize(mode)`. Supports int4, int8, float8, GPTQ. Works with JAX, TF and torch. Links to guides in next...
Master Prompting: Five Techniques for Better Answers
Bad prompts get bad answers. Level up your prompting with our prompt engineering guide. Here are five techniques to get you started 👇 https://t.co/N8SVaBmms4