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:
UCSD: AI-Enhanced Microscopy Produces Crisp, Real-Time Video Inside Live Cells
UC San Diego engineers have unveiled an AI‑driven upgrade to structured illumination microscopy called unrolled blind‑SIM (UBSIM). The algorithm delivers images twice as sharp as conventional microscopes and streams video at up to 50 frames per second. By embedding optical physics into the reconstruction, UBSIM eliminates common AI hallucinations while accelerating processing hundreds to thousands of times. The breakthrough promises real‑time, super‑resolution imaging that is both reliable and accessible for everyday laboratory use.
ZoomInfo Adds Free ChatGPT Connector with Enrichment Tools
@ZoomInfo is expanding our partnership with @OpenAI with our @ChatGPTapp connector. Open to ANYONE - free sign up gets you 100 free credits. We've added Intent, Contact and Company Enrichment, Find Similar Companies, and Account Context that marries your...
Apple May Have Hidden a Big Clue About the Future of Siri in This Graphic
Apple’s WWDC 2026 teaser graphic features a glowing “26,” which Bloomberg interprets as a hint that Siri will receive a major visual overhaul in iOS 27. The update is expected to integrate Siri into the Dynamic Island, expanding it with a glowing...
The Two Dimensions of Agent Skills
The post proposes a two‑axis model for defining agent "skills": what the skill describes (persona, tool, or workflow) and how it executes (stateless or stateful). It recommends adding explicit `type` and `execution` fields to a skill’s metadata file to make...
AI and CMMC: A Double-Edge Sword for Defense Contractors
The Pentagon’s CMMC program forces defense contractors to safeguard controlled unclassified information, and the surge of generative AI has complicated compliance by expanding assessment boundaries and introducing new attack vectors. Employees may inadvertently feed CUI into commercial large‑language models, risking...
Accelsius Announces General Availability of NeuCool IR150 and Launches NeuCool HyperStart Program
Accelsius announced the general availability of the NeuCool IR150, the first fully integrated 42U rack that combines a two‑phase coolant distribution unit with up to 150 kW of cooling capacity. The plug‑and‑play system is designed for hyperscale, neocloud and enterprise data...
Fintech Apps and AI Tools Are Transforming Money Management : Research
Plaid’s Spring 2026 research shows AI has moved from a novelty to a core expectation in personal finance, with 55 percent of Americans using AI for money‑related tasks in the past year. Users report high satisfaction—86 percent say AI clarifies their financial health,...
OpenAI's Codex Now Watches Your Screen to Remember What You're Working On
OpenAI introduced Chronicle, a new memory layer for its Codex app that records screen activity and turns it into local Markdown summaries. The feature runs in the background on macOS, storing recordings for up to six hours before deletion. Currently...
Bootstrapped Freepik Turns AI Threat Into $1B Success
2020: Freepik bootstrapped to €250M. 2 years later: AI nearly killed them. Here's how they made a $1B comeback 👇 Three co-founders already had exits under their belt when they started Freepik in 2010. Joaquín Cuenca (Loquo to eBay ,...
Kimi Vendor Verifier – Verify Accuracy of Inference Providers
Moonshot’s Kimi team released the Kimi Vendor Verifier (KVV) alongside the K2.6 model to let users confirm that third‑party inference services reproduce official benchmark scores. The open‑source tool runs six targeted tests—including OCR, vision preprocessing, long‑output stress, tool‑call consistency, and...
ISED Inquired About ‘Opt-Out Mechanism’ for AI-Generated News Summaries on Tech Platforms
Innovation, Science and Economic Development Canada (ISED) has asked what a fair opt‑out mechanism would look like for AI‑generated news summaries on platforms such as Google’s AI Overviews. News publishers argue these summaries siphon traffic, with up to 60%...
85% of Employees Say AI Training Doesn’t Help Them Do Their Jobs
Docebo’s 2026 AI Readiness Gap study finds 85% of employees say training doesn’t help them use AI at work. Gartner forecasts 20% of firms will cut >50% of managers by 2026. The U.S. Department of Labor allocated $85 million for apprenticeship...
Cloudflare Forces AI Crawlers to Follow Canonical URLs
This seems to be flying under the radar -> Redirects for AI Training enforces canonical content Once a site opts in via Cloudflare: "When a request arrives from a verified AI Crawler, Cloudflare reads the response HTML. If a non-self-referencing canonical tag...
Reading Today's Open-Closed Performance Gap
The blog argues that the open‑vs‑closed LLM performance gap cannot be reduced to a single number, as benchmark suites like the Artificial Analysis Intelligence Index hide nuanced capability differences. Closed, frontier labs are pouring massive funds into reinforcement‑learning‑with‑verifiable‑rewards (RLVR) environments...
Google Cloud’s NEXT Big Moment
Google Cloud is leveraging rapid AI advances, especially its Gemini model, to accelerate growth, reporting Q4 cloud revenue up 48% to $17.7 billion and a backlog projected at $240 billion by year‑end. The upcoming Cloud Next event in Las Vegas will showcase...
How Luxury Brands Are Quietly Leaning Into Artificial Intelligence
Luxury brands are quietly integrating artificial intelligence across operations, customer experience, and creative design. The AI market serving luxury is forecast to rise from $1.2 billion in 2024 to $5.6 billion by 2034, growing over 16% annually, with 45% of brands already...
Takes on Automating Alignment
Recent AI models have shown a knack for tackling long‑horizon tasks when a clear metric guides progress, as demonstrated by MirrorCode’s ability to generate tens of thousands of code lines using extensive test suites. Anthropic’s Automated Weak‑to‑Strong Researcher further proved...
The USC Professor Who Pioneered Socially Assistive Robotics
Maja Matarić, a USC professor of computer science, neuroscience and pediatrics, helped define socially assistive robotics in 2005 and has since built robots that provide therapeutic social interaction. Her work includes the Bandit, Kiwi and Blossom platforms, which support children...
Palantir Posts Bond Villain Manifesto On X
Palantir posted on X a summary of CEO Alex Karp and Nicholas W. Zamiska's upcoming 2025 book, "The Technological Republic," framing its ideas as a Bond‑villain manifesto. The excerpts champion a future where democratic societies rely on software‑driven hard power,...
Intelligent Investing Founder Arnout Ter Schure on Integrating AI Capabilities with Human Market Insight and Structure
Intelligent Investing, founded by Arnout Ter Schure, positions artificial intelligence as a speed‑enhancing companion to traditional market analysis rather than a replacement. Ter Schure leverages his scientific background to blend AI‑driven data processing with structured frameworks such as Elliott Wave, Fibonacci ratios,...
China’s Top Streaming Site Under Fire Over AI Actor ‘Database’
China's leading streaming platform iQIYI unveiled Nadou Pro, a tool that connects AI creators with actors willing to license their digital likenesses. More than 100 Chinese celebrities have signed up for the new "artist database," sparking a social media firestorm...
After Watchdog Slams Understaffing, AI to Vet Pentagon-Backed Professors’ China Ties
The Pentagon’s Defense Counterintelligence and Security Agency disclosed that only two staff members were tasked with vetting roughly 27,000 defense‑funded research awards for foreign influence, prompting the department to roll out artificial‑intelligence tools to screen academics for ties to China....
EP273 From CISA to Cloud: AI Assurance, Concentration Risk, and the New Regulatory Frontier
In this episode, Google Cloud’s VP of Risk and Compliance, Jeanette Manfra, discusses how moving to the cloud reshapes security, privacy, and regulatory compliance for organizations, emphasizing the benefits of scale, transparency, and auditable controls. She explains that cloud introduces...
Agentic AI Costs Rise Beyond Simple Model Calls
Agentic AI Cost: The Hidden Economics of Autonomous Systems In this episode of Artificial Intelligence: Papers and Concepts, we explore Agentic AI Cost, a deep dive into the often-overlooked economics of autonomous AI systems. As AI agents become more capable- planning,...
Boeing Lands Chinook without a Pilot at the Controls
Boeing announced that a U.S. Army CH‑47 Chinook completed a fully autonomous landing using its Approach‑to‑X (A2X) software. The test, part of the Army’s broader push for autonomy, required the pilot only to set key parameters before the system guided...
Article 5 and the EU AI Act’s Absolute Red Lines – FireTail Blog
Article 5 of the EU AI Act, which defines eight absolute prohibitions on AI, became enforceable on 2 August 2025 and carries fines of up to €35 million (about $38 million) or 7 % of global annual turnover. The European Commission’s February 2025 guidelines clarify the scope...
AI Firms Now Equal 0.1% of US GDP Each
New post w/ random thoughts on AI (thread) I will probably get a # wrong, but here we go :) 1/12 OpenAI & Anthropic now at 0.1% of US GDP *each* In a year, AI revenue likely to be 1-2% of US GDP What...
Overspending AI Budgets Leads to Model Degradation
I’m getting some video magically shoved to me when I open X about some unlimited AI budget and Anthropic running out of compute because the product is so good companies are demanding it. How about the blog post I just wrote...
Banks Should Move Forward on AI with Eyes Open to Potential Risks
Banks are urged to actively experiment with artificial intelligence, but to do so with disciplined governance and deep domain expertise. While AI promises efficiency gains in fraud detection, underwriting and real‑time decisioning, its known weaknesses—hallucinations, inaccuracies and opaque reasoning—can be...
Meta Pours $200B Into AI, Trains Fiber Technicians
Meta has committed ~$200B on AI Capex. There’s such a shortage of fiber technicians, it launched a free training program with CBRE. Beginning to think Meta is behind that “Data Centre” game on Steam where you buy racks, set up servers...
Turn One Prompt Into a Ready Google Slides Deck
🖥️ Rough lesson outline plus one prompt in Gemini equals a full slide deck. 📊 It exports straight to Google Slides ready for you to customize. 🎯 This one has been a super popular strategy from my recent workshops. https://t.co/yYaO02BkT3
As Agentic AI Usage Skyrockets, Retailers Face New Challenges and Risks
Retailers are witnessing a surge in agentic AI‑driven traffic, projected to rise 4,700% by 2025, prompting the rollout of autonomous shopping agents that can locate, purchase, and deliver items on behalf of users. This shift separates the human intent point...
Early Adopters: 42% Rely on AI for Purchases
The 25% using AI for purchasing decisions jumps to 42% for early adopters. #AdobeSummit https://t.co/Xgwrf83UM1
Fed Nominee Warsh Calls AI an Unmatched Productivity Wave
JUST IN: Nominated Fed Chair, Kevin Warsh calls AI "the most productivity-enhancing wave of our lifetimes—past, present and future."
Salesforce Exec Johnston: Partners Never 'More Important’ For AI Value
Salesforce senior vice president Nick Johnston highlighted the critical role of partners in delivering AI value, unveiling the Forward Deployed Engineering (FDE) Partner Network at the TDX conference. The initiative brings more than 30 consulting partners into a program that...
Youth Jobs Hit in AI Fields, Not Solely AI
Fascinating paper. To me, it simultaneously strengthens the thesis that something is affecting youth employment in AI-exposed industries, while slightly *weakening* the argument that it's AI, at least conventional AI displacement effects in the way we've been talking about them.
Local GPU App Turns 2D Images Into 3D Meshes
Someone literally just made a desktop app that transforms 2D images into 3D models, running 100% LOCALLY on your own GPU 🤯 Meet Modly. Zero cloud, zero crazy API fees. Just drag, drop, and BOOM: instant 3D mesh 💥 Fully open-source. https://t.co/eDKn1U8IhQ
AI May Never Achieve True Consciousness, Says Skeptic
"Why AI will never be conscious" my new conversation with the exceptional @CosmicSkeptic. The 'never' in the title is a bit strong - e.g. it depends what we mean by AI - but that's why you should listen to the...
Claude Claims Native German Translation, Skipping Extra Steps
I asked Claude to convert a German-language PDF to plain text "so I can send it to Google Translate" and at the end he was like, "FOR THE RECORD, I can speak and translate German perfectly well myself"
Log Mistakes and Add Corrections to Cut Token Burn
I spoke about logging mistakes (and reducing token burn) in this video. As for mistakes it’s important to include corrections to ensure you don’t reinforce the mistakes.
Track AI/LLM Traffic and Conversions with Looker Studio Template
Time to track AI / LLM traffic and conversions. Clone this Looker Studio Template. Link -> https://t.co/nGXnF2Duut
First Day with Claude Could Spike Labor Productivity
Would not surprise me to see a companion piece to this in the near future to the effect of “What happens to labor productivity and the economy when it’s always someone’s first day using Claude” https://t.co/3mHD18wYZ3 bcc: @MattZeitlin https://t.co/uHQUAJLFtq
Rising AI Tool Fees Threaten Small AI-Only Businesses
Oh man, this is definitely gonna happen: - someone builds biz on AI tool - AI tool increases fees - aforementioned biz no longer profitable God… I hadn’t even thought of this. Feels like sometime in 2027, this’ll happen and crippled small AI-only businesses.
Learn AI Fast by Watching Pair Prompting in Action
The fastest way to get good at AI is to watch someone good use it. Pair prompting makes that possible in public, or semi-public, channels where the work accumulates and others learn by following along. This essay is my attempt to name...
New Google TPUs Arrive, Compute Shortage Trumps GPU Debate
$GOOGL will launch its next generation TPUs this week. The narrative in the press will be Google vs. $NVDA. I strongly suggest not spinning wheels on the TPU versus GPU debate. Right now all capacity is good capacity because we don't...
AI Fuels CPU Renaissance, Lifting AMD, Arm, Intel
AI-Driven 'CPU Renaissance' To Boost AMD, Arm And Intel, Analyst Says https://t.co/QTANhz2sSt $AMD $ARM $INTC $RMBS
Humanoid Robot Beats Human Marathon Record
Nothing to worry about, folks. -The Future A year ago in Beijing’s humanoid-robot half-marathon race, the first runner to cross the finish line took more than 2½ hours. In this year’s event, the champion beat the fastest human ever. https://t.co/1Sel66fSCa via...
Claude Code Shines Alone, Boosted by My Skills
Yes you can use Claude Code on its own and it is amazing But you can augment it with certain skills, and these happen to be mine.
Six Pillars Needed for Successful Data Science
Data Science works when 6 dimensions align: Goals (value, decisions) Methods (stats, ML/DL, A/B, viz) People (DS+ML+Biz+Domain) Processes (collect→clean→train→deploy→monitor) Tech (Python/R, TF/PyTorch, cloud, SQL/NoSQL, BI) Culture (collab, ethics, learning, experimentation) Models alone aren’t enough. #DataScience #ML #AI
Claude Pinpoints Rank‑11‑20 Pages Ready for #1
Upload your Google Search Console CSV to Claude with this prompt: "Identify pages ranking 11-20 that could hit page 1 with content updates." It'll analyze click-through rates and suggest exactly which pages need work. Beats manually scrolling through 2,000 keywords....