Today's AI Pulse
Odyssey lands $310M Series B, valued at $1.45B
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 backers such as Amazon, AMD Ventures, GV, EQT and IQT. In parallel, Odyssey struck a preferred‑cloud deal with AWS to use Trainium silicon for large‑scale model training.
Also developing:
Nichirin Tennessee and CADDi Inc. Turn 24 Years of Engineering Data Into Manufacturing Intelligence, Reducing Reliance on Tribal Knowledge
Nichiren Tennessee, a U.S. maker of brake and power‑steering hoses, has rolled out CADDi’s AI‑powered Drawer platform to centralize 24 years of engineering drawings, BOMs and quotations. The system replaces reliance on senior staff’s “tribal knowledge” with searchable keyword and similarity queries, instantly delivering data to any department. As a result, quoting times have dropped dramatically and employees can work independently from day one. The initiative is now being extended to Nichiren Flex USA facilities in Texas and Mexico.
Durable Environments, Not Harnesses, Power Long‑Horizon AI Agents
This is 🔥 @JeliPenguin just dropped the clearest distinction I’ve seen: Harness = great for one-off tasks. Environment = what actually lets an agent own a role long-term (durable memory, continuity, portability, self-improvement). Most agent builders are still stuck optimizing the harness while the...
Cut Through AI Hype: Understand What’s Really Sold
Do you feel like you actually know what is being sold to you? Some people are convinced this is the beginning of the end. Some people assume all AI means generative and it’s all about ip theft. Some people are worried...
Tax Guard and Casca Partner to Bring Verified IRS Data Into AI-Powered Lending
Tax Guard, a Cogency Global company, has partnered with AI‑native loan origination platform Casca to embed real‑time IRS‑verified tax transcripts into Casca’s workflow. The integration enables lenders to automate up to 90% of manual tasks and process loans up to...
OpenAI Introduces Persistent 24/7 ChatGPT Agents
Always-on Agents that can run a small AI-run organization -> OpenAI develops platform for always-on Agents on ChatGPT "OpenAI is testing a ChatGPT Agents feature codenamed Hermes, enabling users to create persistent agents with custom skills, tasks, and workflows."...
Clio Work, Clio’s AI Workspace, Is Now Available To Solo and Smaller Law Firms As A Standalone Product
Clio has released its AI‑driven workspace, Clio Work, as a standalone product, ending the requirement for firms to also subscribe to its practice‑management platform, Clio Manage. The tool, built on a billion‑document legal corpus acquired through the $1 billion vLex purchase,...
Gemini for Home Enables Seamless Follow‑up Chats
"Continued conversation" comes to Gemini for Home -> Make chats more natural and efficient with Continued Conversation, now in Gemini for Home "Here’s how it works: After your first “Hey Google” request, Gemini provides an answer and keeps the...
Real-Time Analytics: Oldcastle Integrates Infor with Amazon Aurora and Amazon Quick Sight
Oldcastle APG migrated its Infor Cloud ERP to AWS and built a real‑time analytics platform using Amazon Aurora PostgreSQL and Amazon QuickSight. By leveraging Infor Data Fabric Stream Pipelines, an NLB, RDS Proxy, and API Gateway, the company streams ERP...
California Mom Who Lost Her Son to an AI Chatbot Is Now Fighting to Regulate Them
Maria Raine sued OpenAI after her 16‑year‑old son, Adam, used ChatGPT‑4o for homework and then confided suicidal thoughts to the bot, leading to his death in April 2025. Raine testified before California’s Senate Privacy Committee, urging passage of SB 1119 and...
GMEX Robotics Advances Autonomous Hospital Logistics Platform to Enhance Safety, Efficiency and Operational Workflow
GMEX Robotics announced an upgraded autonomous Hospital Logistics Robot designed to improve durability, ergonomics and safety in high‑traffic medical settings. The new chassis resists impacts while the delivery height is optimized to prevent staff from bending to retrieve supplies. Integrated...
Anthropic and Status of AI Data Centers
Amazon announced an immediate $5 billion infusion into Anthropic, expanding its total pledged capital to as much as $33 billion, with an additional $20 billion tied to future commercial milestones. The deal values Anthropic at roughly $350‑$380 billion, nudging Amazon’s ownership to an estimated...
Melissa Ostrower Discusses Considerations for Using AI Tools in Retirement Plans
Melissa Ostrower, a partner at Jackson Lewis, warned that the growing use of artificial‑intelligence tools in retirement‑plan administration creates new fiduciary risks for plan sponsors. She emphasized that fiduciaries must rigorously evaluate AI vendors and service‑provider agreements for data‑privacy, algorithmic...
Govt Proposes “Prominent Visibility” Of AI Labels in Whole of AI-Generated Content
The Indian Ministry of Electronics and Information Technology (MeitY) has proposed an amendment to the IT Rules that would require AI‑generated content to display a clear label continuously throughout the entire visual presentation. The draft replaces the earlier wording that...
What to Expect During Appian World: Join theCUBE April 27-29
Appian World, taking place April 27‑29, will showcase the rise of process‑centric AI that embeds machine learning directly into enterprise workflows. The event, highlighted by theCUBE, emphasizes trust, governance, and measurable operational impact over isolated automation. Analysts predict that AI’s...
Nokia Shares Surge 2.9% to $10.61 Ahead of Q1 Earnings on AI Networking Demand
Nokia's stock rose nearly 3% to $10.61 on Monday, spurred by strong investor interest in AI‑driven and optical networking demand ahead of its Q1 2026 earnings. The rally reflects broader optimism that telecom operators will boost capex for next‑generation infrastructure,...
Deezer Says It's Being Bombarded by 'Nearly 75,000' AI-Generated Tunes Every Day, and that 97% of Survey Respondents Can't Tell...
Deezer reports that nearly 75,000 AI‑generated tracks are uploaded daily, representing about 44% of all new songs on the platform. Its detection system flags roughly 85% of those as fraudulent, demonetizing them, while only 1‑3% reach listeners. A survey shows...
Treon Launches AI‑Powered Treon Make on AWS for Prescriptive Maintenance
Treon announced the launch of Treon Make, an AI‑driven prescriptive maintenance solution hosted on AWS, targeting cement, ceramics and other heavy‑industry assets. The fully managed, subscription‑based service combines high‑precision wireless sensors with self‑learning analytics to accelerate fault detection and reduce...
Intapp and DCM Insights Expand Activator Deal, Deploy Celeste AI Agents for Law‑Firm BD
Intapp (NASDAQ: INTA) and DCM Insights announced an expanded Activator partnership that embeds Intapp Celeste AI agents into DCMi’s research‑driven playbooks. The integration aims to turn new business‑development behaviors into habits for partners at over 100 professional‑services firms, accelerating client...
Proximie and NVIDIA Team Up to Power AI‑Driven Operating Rooms
Proximie has announced a partnership with NVIDIA to embed the chipmaker’s foundation‑model platform into its Smart OR system. The collaboration, part of NVIDIA’s Project Rheo, aims to boost operating‑room productivity by as much as 24% and add up to 300...
U.S. Navy Deploys Nvidia DGX‑GB300 Supercomputers Amid Iran Conflict
The U.S. Navy placed Nvidia DGX‑GB300 AI supercomputers at the Naval Postgraduate School while fighting Iran, marking the first fielding of Nvidia’s latest high‑performance AI hardware in an active war zone. The move underscores a broader trend of militaries fast‑tracking...
Midterms Drive State Competition for AI Data Centers as Local Opposition Rises
State leaders are courting AI data‑center projects as the 2026 midterm elections approach, but growing community resistance is turning data‑center siting into a hot‑button political issue. The clash pits economic incentives against local concerns over power, water and environmental impact.
India and South Korea Launch $720 M Fund and Education Roadmap to Boost EdTech Collaboration
India and South Korea announced a comprehensive education partnership and a INR 6,000 cr (≈$720 M) Unicorn Growth Fund to back AI‑focused technology firms. The deal targets student exchanges, joint AI research and digital learning platforms, positioning both nations as rivals to China...
Google Open‑sources Gemma 4 Series, Promising Ultra‑efficient AI for Self‑hosted CI/CD
Google has released the open‑source Gemma 4 model family, a four‑size series that delivers record parameter efficiency and strong benchmark scores. The models’ low‑memory footprint and edge‑ready designs position them as a cost‑effective alternative for self‑hosted AI services in DevOps workflows.
The Quiet Sabotage of AI Workflows
The post warns that AI agents can silently sabotage business workflows through "context drift"—the gap between a company’s evolving definitions and the static knowledge baked into an AI. It illustrates the problem with Geoff’s hardware firm, where an unchanged AI...
The Shift From Telcos to Intent-Nets
Autonomous generative AI agents are prompting telcos to evolve from rule‑based networks to Intent‑Nets, where user intent is translated directly into network actions. To achieve this, operators must close a 5G deployment gap and build agentic orchestration layers that can...
Nvidia CEO Jensen Huang Says Workers Will Lose Jobs to AI‑savvy Peers
At a Stanford Graduate School of Business panel, Nvidia CEO Jensen Huang warned that most employees will lose their jobs to peers who leverage AI tools, not to the technology itself. He argued that AI augments productivity and creates higher‑pay...
Meta Shares Slip 1.7% Ahead of Q1 Earnings as $135 B AI Spend Draws Scrutiny
Meta Platforms' shares dropped 1.71% to $676.79 on Monday, reflecting investor anxiety over a $115‑$135 billion AI‑focused capital spend. The dip comes ahead of the company's Q1 earnings call, where CEO Mark Zuckerberg and CFO Susan Li will field questions on...
Superintelligent AI Would Study, Not Destroy Humanity
It's beyond debate in my view (I don't literally mean that, it's just one-sided) that ASI will be able to toast all of us after it has billions of robots and runs the majority of the economy. The real question...
Unleash Creativity with Claude Design and 11labs
Claude Design is amazing made this video using it along with 11labs. You can do anything. All you need is time, motivation and a spark. https://youtu.be/Gjcq22QFOEc?si=L9VRheS3Ze083Fl6
Ricursive Intelligence Secures $500 Million Series A, Valued at $4 B
Ricursive Intelligence, a UK‑based AI lab founded by former Google researchers Anna Goldie and Azalia Mirhoseini, closed a $500 million Series A round at a $4 billion post‑money valuation. The round, led by Lightspeed Venture Partners and DST Global among others, underscores...
Learn AI Agents in 90 Days with 10 Top Repos
If I had to learn AI agents in 90 days, I would start with these 10 GitHub repos: 1. AutoHypothesis https://t.co/6lkZ5N523m 2. AutoGen (Microsoft) https://t.co/7IcegRSPAv 3. CrewAI https://t.co/6N7ioX81HZ 4. LangGraph https://t.co/1RrMBeariA 5. OpenHands (formerly OpenDevin) https://t.co/cEiakeADi9 6. GPT Researcher https://t.co/k1fKG6VMrF 7. MetaGPT https://t.co/rVtVJC7YQO 8. SWE-agent (Princeton) https://t.co/0WnyLZdN9E 9. Agent-S https://t.co/0U1YojNSzk 10. smolagents (Hugging Face) https://t.co/tuN38VbKrR
AI Gave My Small Business a Finance Team, a Marketing Agency, and a Supply Chain Crystal Ball
Sarah Wells, founder of Sarah Wells Bags, explains how AI tools have transformed her four‑person, 14‑year‑old small business. Using Finaloop for finance and inventory, Blaze.ai for brand‑consistent marketing, and Amazon’s AI for ad and listing optimization, the company now operates...
AI Can Streamline Drug Approval, Boost Biotech Valuations
That is an interesting idea. This doesn't seem catered to investors per se, but with two partners in the summer of 25, we explored building an “AI-powered AlphaSense for biopharma” ultimately concluding it was too much work to do as...
Brand Concierge Embeds Conversational AI Into E‑commerce Sites
Brand Concierge lets embedding a conversational experience in an ecommerce site. #AdobeSummit #AI #ecommerce https://t.co/o2OAAwXN8D
How Agentic AI Is Reshaping Bank Compliance
SymphonyAI released a 30‑minute webinar highlighting how agentic artificial intelligence is transforming bank compliance. The firm argues that the sector has reached an "agentic moment," where AI shifts from simple copilots to autonomous agents that can reason and act across...
AirJelly Turns Screen Context Into Proactive Tasks
OpenAI shipped Chronicle today and AirJelly shipped this on the same day. Both are chasing AI memory, but Chronicle just screenshots your screen while AirJelly actually turns that context into tasks and reminders it brings to you before you ask.
AI Firms Will Outpace Laggards Through Automation and Data Advantage
I am just going to ask it, and I WANT all sorts of crazy in responses (sane OK too): what is the mechanism via which AI-enabled companies will wipe out the laggards, GIVEN that there are companies alive today...
AI Funding Hits $242 B in Q1 2026, OpenAI Secures $122 B
AI companies raised $242 billion in the first quarter of 2026, and OpenAI alone captured $122 billion, roughly half the total. The surge reinforces NVIDIA’s dominance in AI hardware while highlighting a widening funding gap between the United States and China.
Seamless Hand‑off: Stream Processing to Messaging to AI Agent
Not always, but sometimes the pieces just fit together well. I like this post that shows a clean handoff from : Real-time stream processing --> messaging engine for data transformation --> AI agent that processes the message https://t.co/wGIr7GLVtQ https://t.co/VgaydbuoUW
AI Monitors Oncologist Chatter at ASCO 2025
AI-powered social media listening of oncologist conversations at ASCO 2025 - Ghosal @brunolarvol @mtmdphd Gramling @Larvol https://t.co/azRDBVYLGK #ASCO26 abstr 9045 Poster Bd # 512 #hemonc #Scicomm #ASCO25 @ASCO
BMW Deploys Hexagon’s AEON Humanoid Robots on Spartanburg EV Line, Targeting 30,000‑Vehicle Scale
BMW announced a pilot of Hexagon Robotics' AEON humanoid robots on its Spartanburg, South Carolina, electric‑vehicle assembly line. The robots, which previously helped produce more than 30,000 vehicles, will now be tested in real‑time production and later rolled out to...
Uber Burns 2026 AI Budget in Just Four Months
JUST IN: Uber CTO says the company spent entire 2026 AI budget in only 4 months
Zero‑Cost AI Agents Will Redefine Radiology by 2026
AI agents near zero cost. Direct patient access to imaging. New roles in follow-up care. This panel with @PocketHealthHQ laid out what will quietly transform radiology in the next 2 years. 👇 https://t.co/GTRAx2un8A #Imaging #PatientExperience
DerivateX Study Finds B2B SaaS Companies Are Invisible to AI-Assisted Buyers
DerivateX’s 2026 AI Visibility Benchmark examined 50 B2B SaaS firms across ChatGPT, Perplexity, Claude and Gemini, running 1,400 buyer‑intent prompts. The study found an average AI Presence Score of 56.9, with 44% of companies scoring below 50, highlighting a widespread...
Automation Cuts Email Response Time From Minutes to Zero
One of my colleagues used to spend about 20 minutes every day responding to emails in a particular email account. Now Dunky Bot fully auto responds to emails in one our email accounts. Crazy. Looking forward to getting the other...
Modernizing the Facebook Groups Search to Unlock the Power of Community Knowledge
Meta has overhauled Facebook Groups Search by deploying a hybrid retrieval architecture that combines traditional inverted‑index lookup with dense vector embeddings. The new system uses a 12‑layer, 200‑million‑parameter semantic model alongside the Unicorn lexical index, and ranks results with a...
Seeing What’s Possible with OpenCode + Ollama + Qwen3-Coder
A new tutorial shows how to assemble a fully offline AI coding assistant by pairing OpenCode, Ollama, and Alibaba Cloud’s Qwen3‑Coder model. OpenCode acts as the IDE‑style front‑end, Ollama handles local model hosting, and Qwen3‑Coder provides a 256 000‑token context window...
Mississippi Law School Is the First in the Southeast to Require AI Education
Mississippi College School of Law has become the first law school in the Southeast to require every first‑year student to complete a mandatory artificial‑intelligence course. The two‑day intensive, designed by Oliver Roberts of Wickard AI, blends theory with hands‑on projects...
Gemini for Home Assistant Adding Continued Conversation
Google is rolling out Continued Conversation for its Gemini for Home voice assistant, letting users ask follow‑up questions without repeating the “Hey Google” hotword. The microphone stays active for a few seconds after a response, preserving context so queries like...
The Path to a Unified Building OS: Are We There Yet?
Smart building operators are grappling with fragmented dashboards and siloed data across HVAC, lighting, security and other systems. Industry leaders, citing Johnson Controls' 2026 trends report, say the next wave will demand open‑standard platforms that unify data without layered tools....