Today's AI Pulse
Macron bets on AI with €75 bn SoftBank pledge to power France’s data‑centre push
President Emmanuel Macron is anchoring his legacy on artificial intelligence, securing a SoftBank pledge of up to €75 bn (≈$86 bn) for French AI projects. The initiative, dubbed “Project Marengo,” will use France’s abundant nuclear power to build low‑cost data centres and position the country as Europe’s AI hub.
Also developing:
By the numbers: Waymo acquires Apple’s Arizona Proving Ground for $220M
Are the Costs of AI Agents Also Rising Exponentially? (2025)
The article highlights a largely ignored metric: the hourly financial cost of AI agents as they achieve longer task horizons. Using METR’s GPT‑5 chart, the author identifies "sweet‑spot" rates ranging from $0.40 to $350 per hour, with human engineers averaging $120 per hour. The analysis shows that both task duration and hourly cost tend to rise together, suggesting an exponential cost trajectory for cutting‑edge models. Consequently, the METR time‑horizon trend may overstate practical, cost‑effective AI capabilities.
Outreach to Lead the Future of Interconnected AI Agents for Revenue Teams
Outreach announced its AI‑driven revenue orchestration platform is now available on Salesforce AgentExchange, the unified marketplace that blends AppExchange, Slack and Agentforce. The integration lets sales and revenue teams access Outreach’s AI agents directly within existing Salesforce and Slack workflows,...
AI Replaces Simple Features, Slowing Down Workflows
I hate AI when it's like this: Notion used to have a one-click way to turn text into a quote. They removed this and now I have... AI So instead of sub-500ms, it now takes 10+ seconds to turn selected text into...
Ouro Enables AI to Self‑Improve Through Iterative Feedback
Ouro: Building Self-Improving AI Through Iterative Learning Loops In this episode of Artificial Intelligence: Papers and Concepts, we explore Ouro, a new approach to AI that focuses on self-improvement through iterative feedback and learning loops. Instead of relying solely on static...
HSCC Unveils 3rd-Party AI Risk & Supply Chain Transparency Guide
The Health Sector Coordinating Council’s Cybersecurity Working Group released an AI Cyber Glossary and a 109‑page "Health Industry Third‑Party AI Risk and Supply Chain Transparency Guide." The guide outlines a seven‑phase lifecycle for AI vendor risk, drawing from NIST’s AI...
UW System Launches Free AI Literacy Series: The AI Skills Access Passport
The University of Wisconsin System introduced the AI Skills Access Passport (ASAP), a free seven‑episode video series aimed at boosting AI literacy among the general public. Each two‑minute episode breaks down core concepts such as how AI generates content, recognizing...
When Creating an AI Strategy, Don’t Overlook Employee Perception
Executives face a fork in AI strategy: automate to cut costs or augment to boost growth. Recent high‑profile moves—from Jack Dorsey’s mass layoffs to Fiverr’s call for employee upskilling—illustrate both paths. A survey of 1,294 desk workers across the U.S.,...
Fathom Unveils Major Platform Update, Adding Bot-Free Capture, Account-Wide Meeting Insights, and Widely Expanded LLM Integrations
Fathom rolled out a major platform refresh that adds bot‑free capture options, a redesigned desktop UI with live summaries, and a soon‑to‑launch iOS app for on‑the‑go note‑taking. Users can now pick transcription, audio‑only, or full video capture per meeting while...
AI Agents Using Anthropic MCP Could Be a Vector for Supply Chain Attacks, Claim Researchers
Researchers at OX Security have uncovered a systemic flaw in Anthropic's Model Context Protocol (MCP) that permits arbitrary command execution on any server running a vulnerable implementation. The vulnerability allowed the team to breach six production services, exposing user data,...
CMS Establishes New Billing Code for AI-Driven Calcium Analysis on CT Scans
The Centers for Medicare & Medicaid Services (CMS) announced a new national billing code under the Hospital Outpatient Prospective Payment System, effective April 1, 2026, for AI-driven analysis of coronary artery calcium (CAC) and aortic valve calcium (AVC) on chest CT scans....
NeMo Agent Toolkit With Docker Model Runner
The article highlights Nvidia's open‑source NeMo Agent Toolkit as a solution to the growing observability gap in AI‑agent deployments, especially as 2025 becomes the "year of AI agents." By pairing NeMo with Docker Model Runner—a de‑facto standard for local inference—developers...
Pluralsight Launches New AI Sandbox, Guided Learning, and Enterprise Integrations to Help Teams Build Job-Ready Tech Skills
Pluralsight unveiled a suite of platform upgrades aimed at accelerating AI and technology skill development for enterprise teams. The enhancements include an expanded AI Prompt Sandbox with new large‑language models, Iris‑powered guided learning prompts, and accelerated instructor‑led training such as...
Alibaba's ABot Suite Sets Multiple SOTA Benchmarks, Open‑Source
Alibaba Amap, the mapping arm of Alibaba Group just made a serious move in embodied AI. ABot-World topped AGIbot World Challenge and World Arena simultaneously beating Google and NVIDIA on both. ABot-M0 leads on manipulation benchmarks. ABot-N0 is SOTA on seven navigation...
Brace Yourselves for a Vulnerability Explosion, Forescout Warns
Forescout’s latest research shows AI models have moved from a 55% failure rate in vulnerability detection to near‑perfect identification, signaling a rapid acceleration in flaw discovery. The firm warns that this surge will flood vendors with far more CVE reports,...
Retrieval Validation Before Agentic AI
Enterprises are racing toward agentic AI in supply chains, but the technology’s foundation—accurate data retrieval—remains unproven in many firms. The article argues that without reliable retrieval of the correct policies, inventory data, and documents, any downstream reasoning or autonomous action...
Liquid AI Launches Foundation Model for Drug Discovery
@semafor World Economy brought together most of the global CEOs to Washington, DC. And it is a pleasure and honor to meet our amazing partner @ramin_m_h of Liquid AI . We just published the Liquid Foundation Model capable...
How to Do Competitive Positioning with AI (Step by Step)
The post introduces an eight‑prompt framework that uses generative AI to convert raw competitor feature inventories into actionable positioning language. By feeding each prompt’s output into the next, founders can produce a market‑weakness map, a ranked gap list, five positioning...
Spotlight.ai Teams with RevCentric to Automate MEDDICC Playbooks
Spotlight.ai and RevCentric Partners announced a strategic partnership that combines RevCentric's battle‑tested MEDDICC playbooks with Spotlight.ai's AI platform. The joint solution promises to double seller productivity and offers performance guarantees, signaling a new wave of integrated revenue‑ops technology.
Trade Republic Axes Customer Service Chatbots, Replaces Them with over 1,000 Humans
Germany’s fintech unicorn Trade Republic, now valued at about $13.5 billion, is scrapping its AI‑driven chatbots and hiring over 1,000 human agents to handle customer inquiries. The company is spending a double‑digit‑million‑euro sum—roughly $10‑12 million—to build new infrastructure and train staff to...
The Impact of AI on Trading and Exchange Markets
Artificial intelligence now underpins the majority of modern trading, accounting for roughly 60‑75% of equity volume in leading markets. The global algorithmic trading sector is set to exceed $30 billion this year, while AI‑driven execution operates in microseconds, tightening spreads and...
AI-Guided Snakebot Unlocks Rolling Move that Doubles Speed per Unit Power
Researchers at Osaka Metropolitan University have created an AI‑guided snake robot that can switch to a rolling gait, achieving roughly twice the travel speed per unit of power on flat surfaces. The system uses deep reinforcement learning and an observation...
Agibot Deploys Humanoid Robots on Chinese Consumer‑Electronics Line, Targeting 100 Units by 2026
Agibot announced the deployment of its G2 humanoid robots on a high‑mix, high‑volume consumer‑electronics production line in partnership with Longcheer Technology. The system is already achieving 310 units per hour with 99%+ uptime, and the company plans to scale to...
Camtek Acquires Visual Layer to Boost AI‑Driven Semiconductor Inspection
Camtek Ltd. (NASDAQ: CAMT) signed a definitive agreement to acquire Visual Layer, a Tel Aviv‑based visual‑AI specialist. The deal, whose financial terms were not disclosed, is expected to close within weeks and will embed Visual Layer’s proprietary AI platform into...
Hadrius Launches AI‑Native Compliance Platform, Redefining Legal Risk Management
Hadrius announced an AI‑native compliance infrastructure that rebuilds the compliance stack from the ground up. The platform, aimed at registered investment advisers and broker‑dealers, promises fewer false positives and faster manual‑review cycles. The launch marks a shift from retrofitting AI...
Novo Nordisk Teams Up with OpenAI to Fast‑Track Obesity Drug Development
Novo Nordisk announced a strategic partnership with OpenAI to embed advanced AI across its research pipeline, aiming to shorten development time for obesity and diabetes treatments. The deal, disclosed on April 14, sent Novo’s shares up 2.8% and underscores a...
SAP Adds Agentic AI to SuccessFactors in 1H 2026 Release
SAP announced that its 2026 first‑half SuccessFactors release will embed a network of autonomous AI agents across core HCM functions. The enhancement is designed to anticipate administrative bottlenecks, cut internal support tickets and lower operational costs for enterprise customers.
Intel Deepens Multi-Year Partnership with Google on AI‑focused Cloud Hardware
Intel and Google announced an expanded multi-year agreement to strengthen AI and cloud infrastructure, leveraging Intel's advanced packaging and co‑developing custom IPUs. The deal helped lift Intel stock 2.9% as investors anticipate new billion‑dollar revenue streams.
Why Parallel Workflows in Devin AI Are Changing Software Deployment
Devin AI introduces parallel workflows that let multiple AI agents tackle distinct coding tasks at the same time, dramatically cutting development bottlenecks. Integrated directly with GitHub, the platform audits repositories, generates contextual pull requests, and synchronizes updates with project objectives....
Xtrackers AI & Big Data ETF Faces Investor Scrutiny Over Late Launch and Small Scale
Xtrackers' Artificial Intelligence and Big Data ETF (XAIX) launched in October 2024 with $112 million in assets and a 0.35% expense ratio. Analysts argue the fund is late to the AI theme and may struggle against larger, lower‑cost rivals, raising concerns...
AI Hallucinations Threaten Courts; Humans Must Own the Risk
Prosecutors are citing AI-generated case law that doesn't exist. Meanwhile 60% of federal judges say they're using AI tools. Nobody is checking the robots and the robots are making things up. This is not a tech problem. This is a "who owns the...
Pep Boys Hires Nik Umrani as CIO to Steer Technology Strategy
Pep Boys announced the appointment of Nik Umrani as chief information officer, tasking him with shaping the retailer's technology roadmap. The veteran executive brings more than 20 years of AI, cloud and digital‑transformation experience to a company that operates nearly...
Commission Sends Meta Fresh Charge Sheet on Possible Interim Measures to Reverse Exclusion of Third-Party AI Assistants From WhatsApp
The European Commission has issued a Supplementary Statement of Objections to Meta, signalling its intent to impose interim measures that would force the company to restore third‑party AI assistants’ access to WhatsApp under the same terms that existed before the...
Snapchat Parent Snap Cuts 16 per Cent of Workforce in AI-Driven Restructuring
Snap Inc., the parent of Snapchat, announced a 16% workforce reduction, cutting roughly 1,000 jobs and closing 300 open positions to achieve $500 million in annualized cost savings. The move follows pressure from activist investor Irenic Capital, which holds about 2.5%...
Nvidia DLSS 5 Delivers 200+ Fps at 4K, Outpacing DLSS 4.5 in Early Tests
Nvidia's newly unveiled DLSS 5 AI upscaler has been shown to push frame rates past 200 fps at 4K in Cyberpunk 2077 on an RTX 5090, a marked improvement over DLSS 4.5. The performance jump fuels both excitement among PC gamers and anxiety among...
Meadow Study Finds 76% of Student Accounts Staff Use AI Without Institutional Approval
Meadow released a first‑of‑its‑kind survey of 147 student‑accounts professionals that reveals 76% are using AI tools on their own, while only 14% have department‑approved solutions. The findings, presented in a webinar on April 30, underscore a growing “shadow AI” problem...
Reid Hoffman Weighs in on the ‘Tokenmaxxing’ Debate
Reid Hoffman, co‑founder of LinkedIn, publicly backed the emerging "tokenmaxxing" metric that tracks how many AI tokens employees consume. The endorsement follows Meta's recent removal of its internal token‑usage dashboard after the AI leaderboard leak. Hoffman said token spend can...
Step 3.5 Flash Is Free in Kilo
Step 3.5 Flash, Stepfun’s open‑weight AI model, is now available at zero cost within Kilo Code and KiloClaw for a limited period. The model delivers 100‑300 tokens per second thanks to its 3‑way Multi‑Token Prediction (MTP‑3) architecture and tops the...
Prefix Secures $7.5M Seed Round to Scale AI Facility‑Management Platform for 10,000 U.S. Sites
Prefix, a New York‑based AI‑driven facility‑management platform for multi‑site retailers and restaurants, closed a $7.5 million seed round led by Collide Capital and Slow Ventures. The funding will fuel AI infrastructure, sales expansion and a push to cover more than 10,000...
AI Adoption Is Fragmented, Slowing Enterprise Decisions
Every enterprise is “doing AI”… But almost none are actually operating with it. The real problem isn’t adoption. It’s fragmentation. AI is everywhere, yet decisions are still slow. Thanks to @Adapt for partnering with me on this, because this is exactly the problem they’re solving. Here’s...
AI Improves Performance by Reducing Network Size
The #AI Brain That Gets Smarter by Shrinking by Bei Yan @NeuroscienceNew Learn more: https://t.co/zaJ6QXPqKE #ArtificialIntelligence #MachineLearning #ML #DL https://t.co/rYZa2etEIL
Ningbo’s Smart‑Factory Surge Boosts Output 9.3% as Data‑Heavy Production Demands New Policies
Ningbo’s manufacturers posted a 9.3% year‑on‑year rise in value‑added output in the first two months of 2026, outpacing the national rate, as factories embed data lakes, real‑time analytics and ETL pipelines. The surge coincides with growing scrutiny of water‑heavy data...
Ex‑Druckenmiller Insider Reveals Hedge Funds’ Early AI Edge
Really cool episode. Jan spent many years directly working for Stan Druckenmiller before starting his AI software reflexivity long before anyone knew what chatGPT was. He has a very unique line of sight into how some of the best hedge funds...
From AI Skeptic to Believer: Lessons Learned
I am sympathetic to people who think AI is all nonsense hype. This is what I thought in 2015. I was very wrong, though, and I wrote about why and what I learned from that https://t.co/64ElICJ0a4 https://t.co/nJ9gQTmD0m
AI Hype Fatigue and Subscription Quality Decline
There are two things in particular that I agree with in this @edzitron piece The ongoing pressure campaign to get everyone to try using AI is nauseating. It is bad that after you pay for an AI subscription, it gets degraded https://t.co/SBOw9muSlb
AI Restores Lost Files, Organizes Your Digital Chaos
🗂️ You saved that resource somewhere. You know you did. 😅 But now it's buried in a folder from two years ago with no helpful file name. 💡 New blog post: how AI can fix your digital organization for good. https://t.co/s9XnH6TRBN
US and China Achieve Near-Equal AI Model Performance
U.S. and China Reach Near-Parity in AI Model Performance, Report Finds @pstAsiatech: This before DeepSeek V4...how meaningful a supposesd 3-6 month lead here is up for debate. Also, compute gap likely to close not increased over next year... https://t.co/pRwoePwvO8
AI Tackles Tough Challenges, Shaping Science, Health, Humanity
Solving a hard problem with AI… and next steps A high quality discussion with @demishassabis Thoughtful approaches to harnessing AI for better science, health, and personal welfare across humanity. https://t.co/Uyz6BpuWCi https://t.co/Uv2DyyPXES
AI Powers Over One‑Third of All Websites
We have lots of anecdotal evidence about what AI does to the internet. Now we're seeing a new wave of research, including a new paper that puts the number of AI websites at around 35%—and draws some surprising conclusions: https://t.co/8YyuqDubpx
AI Creators Often Don’t Grasp Their Own Technology
This #AI Researcher Says the People Building AI Don’t Understand How It Works. Here’s What Every Founder Needs to Know by Daniel Robbins @Inc Learn more: https://t.co/dD0s2X0KKc #MachineLearning #ArtificialIntelligence #ML #MI https://t.co/bZNgxN7ho0
Embracing AI Replacement to Free Up My Time
Fuck it I’m ready. Replace me with AI. I have lots of things I could be doing.