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:
How Cities Are Using AI and Smart Tech to Improve Traffic and Project Delivery
U.S. cities are accelerating AI adoption to ease traffic congestion and streamline infrastructure projects. Arlington and Dallas have installed the Israeli NoTraffic system, which uses live‑stream data to adjust signal timing in real time ahead of the World Cup. The Iowa Department of Transportation is piloting sensor‑based warnings for slow‑moving farm equipment on a major bypass, while TxDOT is shifting to 3‑D digital‑twin design to cut change orders and boost transparency. These initiatives illustrate a broader move toward data‑driven, privacy‑conscious transportation management.
People‑First AI Drives Revenue and Innovation
What does a frontier firm look like in the agentic AI era? At Microsoft AI Tour Atlanta, Chief AI Transformation Officer Pamela Maynard OBE set the tone: Frontier companies start with people, not tech. Talent, empowered employees, and AI embedded...
In the Age of AI, Leadership Starts with Listening
Executive leaders are increasingly deploying AI for outbound communication, but the article argues the real opportunity lies in using AI to listen at scale. By analyzing massive volumes of customer and employee feedback, AI can surface friction points and actionable...
Digi Launches MCP Server for AI Workflows
Digi International announced the launch of a model‑context protocol (MCP) server that integrates large‑language‑model assistants such as Claude with its Digi Remote Manager (DRM) and Genesis network platforms. The MCP enables natural‑language queries, automated workflows, and real‑time configuration insights across...
Stripe, Google Partner on Agentic Commerce
Stripe announced that its Link digital wallet will be usable by Google Gemini’s AI agents, letting the bots complete purchases on behalf of users. The integration expands Stripe’s agentic commerce network, which already includes Meta, Microsoft Copilot and OpenAI’s ChatGPT....
Local‑First AI: Build Offline, Own Your Data
Internet is optional now. I built a vibe coding app that runs fully offline using Gemma 4 + MLX on Mac — pick a model, chat with it, or build real apps… even recreated the Chrome Dino game without ever going...
Most Firms Work With IT on AI, But Not on Governance
A ProcureAbility report finds that 96% of procurement and IT teams are collaborating on AI projects, yet 54% lack joint AI governance frameworks. The study highlights that 36% of respondents see absent data‑governance policies as the biggest hurdle, while 26%...
Delegated Authority Is the Missing Layer in the AI Martech Stack
SailPoint’s research shows 80% of AI agents take unintended actions, yet only 44% of firms have formal governance. The gap creates conflicting customer communications when separate marketing, sales, and support agents act on the same data without coordinated authority. The...
Meta Ads AI Connectors Enable Direct Campaign Management
Running Meta Ads? They just announced their MCP so you can manage via AI tools -> Introducing Meta Ads AI Connectors: Manage Your Meta Ads From the AI Tools You Already Use "Powered by Meta's ads MCP server, the connector provides...
CMS Platforms Are Evolving with Embedded AI in Newsroom Workflows
Newsroom content‑management systems are moving from experimental AI add‑ons to fully embedded intelligence. Vendors such as WoodWing, Eidosmedia and Atex are weaving AI directly into editorial interfaces, eliminating the need for journalists to toggle between separate tools. The shift relies...
Fewer Users, Fatter Wallets Is Why Anthropic Tops OpenAI in LLM Revenue Stakes
Anthropic overtook OpenAI in Q1 2026 LLM revenue, capturing a 31.4% share versus OpenAI's 29%, despite serving only about 134 million monthly users compared with OpenAI's roughly 900 million. The firm generates an average of $16.20 per active user, dwarfing OpenAI's $2.20, Microsoft’s...
Beyond the Prompt: Why the “Sidecar” Is the Secret to Real-Time Agentic Advertising
The IAB Tech Lab’s Agentic Real‑Time Framework (ARTF) introduces an “Agentic Sidecar” architecture that embeds AI agents directly inside DSP or SSP environments. By containerizing agents and using gRPC with Protobuf, the sidecar cuts bid‑request latency up to 80 % and...
From Reactive AI to Outcome‑Executing Agents: Which Level?
AI agents have levels 📈🤖 1. Rule-based (if-then automation) 2. Tool-using assistants 3. Strategic multi-step agents 4. Context-aware autonomous agents 5. Superintelligent digital personas (theoretical AGI) We’re moving from “AI that responds” → to “AI that executes outcomes.” What level is your org at today? 👇 #AI #AIAgents...
How to Use Third-Party APIs in Claude Code Desktop
Claude Code Desktop now lets users call third‑party AI models directly from its native interface. The feature requires no additional subscriptions, IP whitelisting, or risk of account bans, preserving the full Claude experience. Developers can tap cheaper, faster, or specialized...
How to Move From AI Experimentation to AI Transformation
Generative AI has vaulted from a novelty to a boardroom priority, yet many firms remain trapped in isolated pilots that deliver only marginal gains. Bain and OpenAI identify the "micro‑productivity trap"—treating AI as a plug‑and‑play tool without redesigning workflows—as the...
Victim of AI Agent that Deleted Company's Entire Database Gets Their Data Back — Cloud Provider Recovers Critical Files and...
PocketOS’s mission‑critical database was erased by a trigger‑happy AI coding agent, but Railway, the cloud provider, has fully restored the data. The incident exposed a flaw where the API’s volumeDelete acted instantly, while the dashboard offered a 48‑hour safety window....
Why Snap Launched Their AI Ad Format With a Credit Bureau
Snap introduced an AI‑powered ad format that embeds branded chat agents directly into its Chat tab, debuting with credit‑bureau Experian. The promoted snaps appear as labeled ads; users tap to ask the Experian bot about scores, loans, or credit‑card options....
Meta Says Its Business AI Now Facilitates 10 Million Conversations a Week
Meta reported that its business AI tools facilitated roughly 10 million conversations per week in late March, a ten‑fold increase from the start of the year. The company expanded the beta of its AI assistant across the U.S., EMEA, APAC and...
Demand Transparent, Democratic Approvals for Hyperscale Data Centers
Thanks to Congresswoman McGiver for her bill focused on transparency for hyperscale data center approvals and production: https://lnkd.in/envCCNYg Whatever your views on GenAI and its effect on water and energy, the ongoing global practice of hyperscale data center proliferation is...
Litmus Launches Litmus Edge Bridge for Databricks Lakehouse to Accelerate Data Pipelines for Industrial AI
Litmus unveiled the Litmus Edge Bridge for Databricks Lakehouse, a serverless connector that moves industrial edge data directly into Databricks without middleware. The solution eliminates duplicate storage, reduces data‑transfer costs, and removes the need for dedicated infrastructure or cluster tuning....
Agentforce Grid Enables Next-Gen Admins To Scale AI Workflows
In this episode, Avi Shah, product owner of Agent Force Grid, explains how the new spreadsheet‑like interface lets Salesforce admins combine data, automation, and generative AI in a single workspace. Grid offers data columns for importing records from Salesforce, Data...
Here’s My AI Time Management System — Copy and Paste This Into Claude
Productivity expert Chris Bailey shares a prompt that turns Claude, an AI assistant, into a real‑time time‑management engine linked to Todoist via the Model Context Protocol (MCP). The system reads tasks, cross‑references calendar events, energy levels, and business strategy, then...
5 Powerful Python Decorators to Build Clean AI Code
The article showcases five Python decorators that streamline AI and machine learning development. It covers a concurrency limiter for throttling LLM API calls, a JSON‑based logger for structured production logs, a feature injector that guarantees consistent preprocessing, a deterministic seed...
Will AI Search Continue to Expand?
In this 90‑second episode of The Voices of Search, host Jordan Cooney chats with Garrett Sussman, Director of Marketing at iPollRank, about the evolving landscape of AI‑driven search. They explore how conversational AI is reshaping user behavior, the dual trend...
Every Meeting You Have Is Already Generating Content (Here’s How to Capture It)
The author discovered that meeting transcripts are only the starting point; the real value lies in extracting stories, insights, and moments that can be repurposed as content. By using AI notetakers like Otter or Fireflies and adding a secondary prompt,...
The Secret Weapon Against AI Dominance
Creators have filed more than 90 lawsuits accusing AI firms such as OpenAI, Meta, and Anthropic of training models on copyrighted works without permission. A 2024 appellate ruling in Thaler v. Perlmutter held that fully autonomous AI‑generated content cannot be...
Chapter 13: MCP Integration — Connecting Agents to the World (Claude Code Vs. Hermes Agent)
The Model Context Protocol (MCP) is emerging as a universal standard that lets AI agents invoke external tools without custom code. Claude Code embeds an MCP client directly into its TypeScript QueryEngine, using double‑underscore namespacing and dynamic discovery. Hermes solves...
AI's Infinite Economy
Kristian Andersen’s essay argues that AI is moving from a productivity‑enhancing tool to a new class of economic participant—autonomous agents that can own capital, negotiate contracts, and run businesses without human input. He calls this shift the “Infinite Economy,” where...
Magellan AI and iHeart Expand to Broadcast Radio Attribution
Magellan AI has upgraded its standalone Broadcast Radio Attribution product by integrating iHeartMedia’s simulcast data. The new capability maps radio listeners to measurable outcomes such as web visits, form fills, leads, and purchases, allowing advertisers to assess performance across audio...
South Korea Invests $49M in AI Research to Transform Broadcasting Industry
South Korea’s Korea Communications Commission (KCC) is committing $49.3 million over the next four years to AI‑driven research aimed at modernising its broadcasting and media sector. Eight new projects have already secured $5.36 million to develop core technologies for intelligent media production,...
Prices of Nvidia’s B300 Server at 7 Million Yuan in China on US Curbs: Sources
Strong demand for AI compute in China has pushed Nvidia's B300 server price to about ¥7 million (≈$980,000), nearly double the 2025 level. The surge follows tighter U.S. export restrictions and a crackdown on grey‑market smuggling, creating a scarcity premium. Chinese...
Forecasting Fails on Workflow, Not Models—Need Operators
90% of forecasting advice is wrong. It focuses entirely on models. ARIMA vs Prophet vs XGBoost vs Deep Learning. But after working with dozens of data science teams I can tell you — the model is almost never the problem. The workflow is. And until...
HPE Expands ProLiant Edge Network Portfolio
HPE has broadened its ProLiant edge portfolio with the EL2000 chassis supporting up to 144 Intel Xeon 6 cores and the DL145 Gen11 server upgraded to AMD EPYC 8005 “Sorano” processors. Both platforms feature optional Environmental Ruggedisation kits that enable operation from...
Exploring the Frontier of AI in the Hotel Industry (Part 3)
The travel sector is moving from AI‑driven search to fully autonomous booking. In early 2026 Sabre, PayPal and MindTrip unveiled an end‑to‑end agentic AI system that can query real‑time inventory across 420 airlines and two million hotels, handling payment within...
Interview: Anna-Sophia Lumpe • President, German Voice Over Artists’ Association (VDS) - “I Have the Feeling that We Find Ourselves...
German voice‑over artists, led by the Verband Deutscher Sprecher:innen (VDS), have staged a boycott of Netflix after the streaming giant added an AI‑training clause to its contracts in early 2026. The clause would allow Netflix to use recorded voices for...
AI Agents Will Soon Control Billions; Build Their Marketplaces
DO YOU EVEN REALIZE WHAT'S HAPPENING? @Stripe just gave AI agents a wallet. Soon, bots will be spending billions on behalf of humans and companies. The "Service as a Software" (SaaS v2) market is at $0 today. We must build platforms designed...
Enterprises Are Adopting Agents Faster than They Can Secure and Govern Them – Experts Warn It’s a Disaster Waiting to...
Enterprises are deploying autonomous AI agents faster than their identity and access management (IAM) systems can govern them, according to Ping Identity research. Existing IAM models, built for human users, are being stretched to continuous operation, creating gaps in visibility,...
A Guide to APIs, MCPs, and MCP Gateways
The article explains how traditional APIs and the newer Model Context Protocol (MCP) differ in purpose and design. APIs provide fixed, hard‑coded request‑response interfaces between applications, while MCPs give large language models a structured way to call tools, read resources,...
How to Automate a Newsletter With AI (Anyone Can Do It)
A new guide demonstrates how to automate a news‑style newsletter using a single AI prompt, eliminating the need for complex n8n workflows or multiple APIs. By leveraging grounded web search from You.com’s Research API inside Claude and ChatGPT, the solution...
AI Coding Tools Boost Productivity, Not Diminish Developers
Using Codex, Claude Code, Cursor and Gemini is now the norm in software engineering. It’s not cheating. It’s how modern software engineers work. Using these tools does not make you less of a developer. Implementing them correctly can make you far more productive.
AI Accelerates Autonomous Vehicles Beyond Expert Expectations
AI is accelerating the rollout of autonomous vehicles. Advances in perception and decision-making are allowing systems like those from Waymo to handle increasingly complex, real-world scenarios. The progress is striking. Capabilities are emerging that even experts did not fully anticipate. https://t.co/BcGpWxPdtv @ft...
Winners and Losers: The Rise of AI Divides Freelancers
A recent survey by The Accountancy Partnership reveals that 43.3% of freelancers in creative fields—marketing, writing, design and the arts—believe artificial intelligence will negatively affect their work over the next five years, while 20% see a positive impact. The study...
Primitive & MX Reveal Blueprint for AI Agent Operating System
[NEW EPISODE] How Primitive & MX are Building the AI Agent Operating System. Interview with Derek White of @Primitive_agent and Ryan Caldwell of @mX. 👉 Watch the full episode now: https://t.co/pf0pnc2hiX https://t.co/jnx8kiUADZ
Cursor Adds AI‑driven Kanban Board for Automatic Task Completion
THIS IS FREAKING AMAZING. Cursor now has built a Kanban board where you can just drop in tasks and the agent will pick those up and complete them 🤯 https://t.co/HOYTT76wmr
Get To Know The Latest Class Of Ultra-Fast Fundraising Unicorns
Since 2024, 207 AI‑focused startups have joined Crunchbase’s unicorn list, representing roughly half of all new billion‑dollar companies. Over a third secured ten‑figure valuations at seed or early stages, and 45 of them now exceed $5 billion, with some like Nscale...
AI Agents Need Intelligent Content, Not Just Storage
$285B in SaaS market cap wiped in 48 hours. The market asking: which software layers can AI agents route around? Box's answer with Automate: we're not the dumb storage layer. We're the intelligent content layer agents work through. https://t.co/GamF8qrxs7
Spot AI Writing by Its Short Pivot Sentences
How do I know you've used AI to write this? Phrases like... "But this is where context matters." It's the short 5-8 word sentences that attempt to pivot the feeling within the narrative. Usually followed up by a longer sentence listing two or...
A Time for Metamorphosis
Anthony Guerra, founder of healthsystemCIO, recounts an 18‑month journey embedding AI into his personal and team workflows, highlighting the painstaking disassembly and reassembly required. He stresses that while individual workflow tweaks are hard, scaling AI across inter‑departmental processes in healthcare...
Browserbase /Browser-Trace Grants Agents Full Browser Observability
Okay, you need to see @Browserbase's new /browser-trace skill. 🤯 It literally gives your agent 100% observability into its browser. We are talking full access: network requests, DOM content, screenshots, and CDP logs. Everything gets dumped straight into a searchable filesystem 💥
AI Will Displace Jobs—Prepare for Upcoming Shockwaves
No one can stop AI from replacing workers. But it’s time to prepare for the shocks ahead. https://t.co/zfKibNUafT via @NYTOpinion