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:
European Businesses Cannot Quantify the Impact of AI on Their Staff because They Are Not Tracking It
European firms in Britain, France and Germany are rapidly adopting AI, yet 95% admit they do not track its impact on employees. The Catalyst‑Coqual study shows that where measurement exists, it skews toward system‑level metrics like innovation (52%) and risk management, while people‑focused outcomes such as engagement, retention and career progression fall below 40%. Britain is the most mature market, with two‑thirds of firms measuring AI effects across multiple employee groups, but gaps remain across the continent. Leaders are urged to shift from asking merely “Is AI working?” to “For whom is it working and at what cost?”
Sardine and Modulr Unite on Real-Time Fraud Detection
Sardine has partnered with payments‑automation platform Modulr to embed AI‑driven fraud and anti‑money‑laundering tools into Modulr’s real‑time payment flows. The integration will sit inside Modulr’s Risk & Compliance Hub, covering card and instant‑payment rails across use cases such as payroll,...
SPRIND Launches €125M Next Frontier AI Challenge to Back New AI Paradigms in Europe
SPRIND, the Russian state‑owned venture fund, has launched the Next Frontier AI Challenge, allocating €125 million (≈$136 million) in seed funding for up to ten European teams. The competition seeks breakthrough AI paradigms—more efficient training methods, novel architectures, and disruptive agent‑based systems—beyond...
This AI Image Prompt Turns Any Topic Into a Stunning Educational Illustration
The post unveils a “Cutaway Picture Book” AI prompt that transforms any chosen theme into a vertical, educational illustration that looks like a modern children’s science picture book. The prompt automatically selects visual categories, internal structures, labeling, and playful mini‑characters,...
The Risks of Agentic Chaos
The rapid proliferation of AI assistants—from IDE plug‑ins like Cursor and Codeium to B2B integrations such as Jira’s Rovo—has created what the author calls “agentic chaos,” a tangled web of agents, LLMs, and tool connections. A recent Replit incident, where...
How Good Is Google’s Gemini AI at Making Travel Plans?
Google’s Gemini chatbot, paired with the new Ask Maps feature, was tested as a single‑app travel planner for a 14‑day trip to Taiwan, Hong Kong, and a future Hawaii vacation. The AI quickly assembled flight options, restaurant suggestions, and activity itineraries, reducing...
The Ethics of Autonomous Weapons Systems
In this episode, law professor Yuval Shani discusses the rapid integration of AI into warfare, highlighting how autonomous weapon systems—ranging from fully autonomous drones to AI-driven decision‑support tools—are already in use by militaries such as Israel, the United States, and...
The Case Against an Imminent Software Developer Apocalypse
Despite sensational headlines, AI is expanding rather than shrinking the software developer labor market. U.S. developer employment hit a record 2.5 million in February, a 19% rise since ChatGPT’s debut, while global counts jumped 20% to 20.8 million. Productivity gains from AI...
AI Labs Can't Stop Leapfrogging Each Other
The AI landscape is in constant flux, with market leaders swapping places every few months. OpenAI’s early dominance with ChatGPT was challenged by Google’s Gemini models, then overtaken by Anthropic’s enterprise revenue surge, only for OpenAI to rebound with GPT‑5.5...
Harness Teams of Agentic Coders with Squad
At KubeCon Europe, Linux kernel maintainer Greg Kroah‑Hartman noted a sudden improvement in AI‑generated security reports, highlighting a broader productivity crisis for developers facing a flood of critical vulnerabilities. Open‑source project Squad, created by Microsoft’s Brady Gaster, offers an agent...
4 Ways Teachers Are Using AI
Stanford researchers analyzed over 150,000 AI prompts from more than 4,400 K‑12 teachers, revealing how educators are integrating generative AI into daily practice. Over 40% of prompts target curriculum development, and more than half request lesson plans, assessments, or feedback,...
Stopping the Quiet Drift Toward Excessive Agency with Re-Permissioning
The article warns that AI agents have moved from answering questions to executing multi‑step actions, and that excessive permissions are creating a hidden security gap. Gartner forecasts $2.5 trillion in AI spending and 40 % of enterprise applications embedding task‑specific agents by...
Appian World 2026 - Why Appian Says Serious AI Needs Serious Process
At Appian World 2026, CEO Matt Calkins argued that generative AI remains a breakthrough without the process infrastructure needed for enterprise‑critical use. He likened AI to the early light bulb, useful only when wired into reliable grids of standards, guardrails,...
How to Turn Claude Code Into Your SEO Analyst (with Semrush Data)
The guide shows how to link Claude Code with Semrush’s Model Context Protocol to create a unified SEO dashboard that pulls first‑party Google data and competitive intelligence into a single, conversational interface. It walks users through installing Claude Code, structuring...
What Is Generative AI? A Practical Guide
Generative AI refers to models that produce new text, images, code, audio, or video by predicting the next element in a pattern learned from massive datasets. Recent advances have moved these tools from experimental demos to production‑ready assistants that can...
Blackstone Creates Dedicated AI Investment Unit
Blackstone Inc is launching a dedicated artificial‑intelligence unit, Blackstone N1, to centralize its AI and high‑growth technology investments. The West‑Coast team, led by senior executive Jas Khaira who is relocating to San Francisco, will absorb the former Blackstone Growth platform...
Best AI Security Tools for Exposure Assessment in 2026
AI-driven continuous threat exposure management (CTEM) platforms are becoming essential as attackers adopt AI. The article evaluates six vendors—Tenable One, Palo Alto Networks’ Prisma Cloud, Microsoft Defender, Wiz, Orca Security, and CrowdStrike Falcon—against AI capability, prioritization, coverage, and automation. Tenable...
Ixigo Launches Native Travel Apps on ChatGPT
ixigo has rolled out native travel applications for its Flights & Hotels, AbhiBus and ConfirmTkt services directly inside ChatGPT. The integration lets users search, compare and track flights, buses, trains and hotels in real time through a conversational interface, then...
Meta Shares Slump As It Boosts Capex Prediction
Meta announced its 2026 capital expenditure will rise to $125‑$145 billion, up from $115‑$135 billion, as AI‑focused data‑center costs climb. The surprise lift knocked the stock down roughly 6 % in after‑hours trading. Component price inflation and a planned 10 % workforce reduction (~8,000...
Multi-Ecosystem Competition in Artificial Intelligence Adoption and Diffusion
The RAND working paper by Jessie Wang introduces a theoretical framework that maps how multiple artificial‑intelligence ecosystems—ranging from big‑tech platforms to open‑source collectives—compete for market share as AI diffuses across sectors. It highlights heterogeneous value propositions, such as data access,...
Should Companies Be Using AI to Draft Their Proxy? An Example to Scare You
The article warns that relying on large‑language‑model AI to draft proxy statements can produce generic, boilerplate language that lacks company‑specific facts. It contrasts an AI‑generated CD&A paragraph with a human‑crafted version, highlighting differences in specificity, performance linkage, and strategic nuance....
US Big Tech Ratchets Up AI Spending Past $700 Billion This Year
U.S. hyperscalers are set to spend up to $725 billion on capital expenditures this year, driven primarily by AI‑focused data‑center equipment. Alphabet and Meta raised their full‑year capex guidance, while Microsoft disclosed a $190 billion estimate that matches Alphabet’s projection. Amazon kept...
Anthropic Considers Funding Offers At $900bn Valuation
Anthropic is weighing funding proposals that would value the AI startup at over $900 billion, potentially eclipsing rival OpenAI. The company’s February round raised $30 billion, lifting its post‑money valuation to $380 billion after a prior $183 billion level. If the new offers materialize,...
How Rising Storage Costs Are Forcing a Re-Think of Enterprise AI Data Strategies
Rising storage costs are forcing enterprises to rethink AI data strategies. In the last year, major storage vendors lifted prices by 10‑50%, prompting IT leaders to seek ways to stretch budgets while supporting AI workloads. Vendors such as Komprise, Hammerspace...
Digest: Omnicom Tests AI Agent Media Buying; Australia Forces Big Tech to Pay for News
Omnicom announced it is running live media purchases through autonomous AI agents, marking a shift toward fully programmatic ad buying. The agency posted Q1 2026 revenue of $6.2 bn, operating income of $646 m and a 14.8% margin. In Australia, draft legislation...
Global Study Reveals Biggest Risks of AI in Finance Sector
A new Cambridge Judge Business School study finds data privacy and AI hallucinations are the top risks facing financial services, with 80% of regulators flagging privacy concerns and 70% warning about unreliable outputs. While 80% of firms have adopted AI...
Deep-Tech Startup Ctruh Secures $2.5 Mn in Seed Funding
Ctruh, a Bengaluru‑based deep‑tech startup, closed a $2.5 million seed round co‑led by Inflection Point Ventures and Avinya Ventures. The funding follows a $2 million raise in early 2023 and will fuel R&D, product innovation, and expansion into the United States and...
Omnicom’s Creo Unveils Agentic AI Tool for Brand-Influencer Content Compliance
Omnicom Media Group's specialist unit Creo has launched an agentic AI tool that automatically edits influencer‑generated content to meet brand compliance before publishing. Built with Google Cloud, the solution leverages Gemini and Veo generative models to identify and resolve issues...
OpenAI Says India Is the Biggest Market for ChatGPT Images 2.0 Model: Here Are the Top Trends
OpenAI reports that India has become the largest market for its newly launched ChatGPT Images 2.0 model, with rapid adoption among young users. The AI‑driven image generator is being used for self‑expression, pop‑culture aesthetics, and localized content in Hindi and other...
Beyond Chatbots: How Agentic AI Can Boost Productivity and Decision-Making in Food
Agentic AI—autonomous systems that set their own goals—is moving beyond chatbots in the food and beverage sector. Nestlé has integrated the technology across HR, sales and finance, with more than 10,000 employees regularly leveraging AI tools. Danone is piloting agentic...
The Claude Code Leak that Spurred 8,100 DMCA Takedown Notices
Anthropic unintentionally released a 59.8 MB dump of Claude Code containing 512,000 lines of TypeScript that orchestrates its agentic prompting system. In response, the company filed roughly 8,100 DMCA takedown notices targeting direct copies of the code on GitHub. The open‑source...
Bad Bots in the Agentic Age: What the 2026 Thales Bad Bot Report Reveals
The Thales 2026 Bad Bot Report shows that malicious bots now make up 40% of all internet traffic, a 3% rise from the previous year, driven by AI agents. Daily AI‑driven bot attacks surged from 2 million to 25 million, a tenfold...
Exclusive: Synaps Raises $3.6M to Build an AI Design Canvas for Architects that Could Challenge AutoCAD
Synaps, a Vienna‑based AI design startup, announced a $3.6 million pre‑seed round led by Plug and Play, with participation from Fil Rouge Capital. The platform, described as a blend of Figma’s collaborative canvas and Lovable’s prompt‑driven generation, now has 60,000 users,...
UK Firms Left in the Dark over What Workers Are Sharing with AI
A SailPoint survey finds 67% of UK enterprises cannot track what employees share with AI, and 35% rely on external tools, creating shadow‑AI risks. Gartner predicts 40% of firms will suffer a breach from shadow AI by 2030. Despite heavy...
Heidelberg Materials Accelerates Global Deployment of Autonomous Heavy Equipment
Heidelberg Materials is scaling its autonomous heavy‑equipment program after a successful Texas pilot, targeting roughly 30 driverless vehicles by 2026. The rollout will span six sites across North America, Australia and Europe, featuring two vehicle classes equipped with AI‑driven sensors....
How To Build A Website With Claude Code (The 2026 Upgraded Guide)
Anthropic’s Claude Code lets users generate a complete website in under 20 minutes without writing code. By installing a single npm package and activating Plan Mode, the AI drafts a project plan, builds HTML, CSS, and JavaScript, and can even...
AI Learns to Work Around Metal 3D Printing Defects
Researchers at POSTECH and the Korea Institute of Materials Science unveiled an AI framework that predicts the yield strength of laser‑powder‑bed‑fusion Al‑Si‑Mg parts in seconds, even when internal voids are present. The model, built with a data‑selective learning approach, treats...
AI Demand Drives Long-Term Memory Chip Contracts, Stabilizing Industry
SK Hynix and Samsung Electronics are seeing a shift in demand patterns. AI-driven shortages are pushing customers toward long-term contracts, signaling a move away from the traditional boom-and-bust cycles in memory chips. The change could be structural. AI demand may bring more...
Frontline Workers Face Uncertain AI Adoption Without Training
For average, frontline workers facing AI, how will they react without extensive education or options? Expect challenges, pushback, and unpredictable consequences as organizations grapple with coexistence. #AIEvolution #Workforce https://t.co/rZqlWftdIt
As AI Skills Surge, Entry-Level Jobs Lag
Handshake’s Class of 2026 report shows AI tool usage among graduating seniors has surged to 85%, a 31‑point jump in two years, while employer demand for AI‑related skills is rising across sectors. Full‑time job postings mentioning AI have doubled to...
Lumai Launches Optical Computer Running Llama, Eyeing Prefill Acceleration
British startup Lumai is productizing its lens-based optical computer. The company has eval systems available now that can run Llama, a first for optical systems, but another potential market could be prefill acceleration: https://t.co/Ks4ZGvorU3
GBrain v0.23.0 Lets OpenClaw Enrich Shared Knowledge
GBrain v0.23.0 is actually... a quite big deal. Your brain actaully gets enriched from your conversations with OpenClaw now. OpenClaw still has its own separate memory, but the brain's people, companies, and concepts now all benefit from what it learns...
Cheaper Tokens, Bigger Bills: The New Math of AI Infrastructure
Enterprises are moving from experimental AI models to production‑grade, agentic workloads, shifting the primary cost driver from model training to the infrastructure that powers billions of inference requests. Although per‑token inference costs have dropped roughly tenfold in the past two...
AI-Driven Cybersecurity: Machines Defending Against Machines
AI is reshaping cybersecurity from both sides. At hacking conferences, the focus is shifting toward systems that can detect, respond and defend in real time, often faster than humans. The direction is clear. In cybersecurity, machines will increasingly protect against machines. https://t.co/JdQHp2xcCH...
Sponsored: Liquid Cooling for AI Data Centers: 3 Risks and How a Trusted Partner Ensures Success
AI‑driven data centers are confronting unprecedented power densities as Nvidia’s latest GPUs consume 1,000‑1,400 W each, pushing rack loads to roughly 142 kW and eyeing 1 MW in the near term. Traditional air cooling can’t dissipate that heat, prompting a shift to direct...
AI Moves From Proof-of-Concept to Proof-of-Return
McKinsey’s latest survey shows U.S. healthcare executives moving from experimenting with generative AI to demanding measurable returns. Half of the respondents have already deployed at least one GenAI use case, up from 25% two years ago, and 19% have adopted...
'Self-Preference' | The New Recruitment Bias: How AI Hiring Tools May Favour AI-Written CVs
The piece highlights a new recruitment bias: AI‑driven hiring platforms may favor resumes written with large language models. While employers have long feared candidates using tools like ChatGPT, firms are now embedding the same AI into screening and ranking processes....
Maybe I Was Too Harsh on Deep Learning Theory (Three Days Ago)
The author revisits his earlier skepticism about deep‑learning theory after re‑examining recent work on infinite‑width and depth limits. He highlights the evolution from Neural Tangent Kernel (NTK) to Mean‑Field Theory (MFT) and Greg Yang’s Tensor Programs, which unify these approaches...
China’s Meta-Manus Block Adds New Risk Layer to Cross-Border AI Diligence
China’s National Development and Reform Commission ordered Meta Platforms to unwind its roughly $2 billion acquisition of AI startup Manus, marking the first publicly announced AI‑sector foreign‑investment prohibition under Beijing’s CFIUS‑style security review. The decision forces both parties to dismantle integrated...
Magic Circle Firm Slaughter and May Adopts Harvey
Slaughter & May has announced a firm‑wide rollout of the Harvey AI platform, extending its use to all practice areas including M&A, due diligence, regulatory research and document analysis. The Magic Circle firm highlighted Harvey’s agentic capabilities, security features and proven track...