Today's AI Pulse
OpenAI unveils ChatGPT Images 2.0 with multilingual text and ‘Thinking’ mode
OpenAI rolled out ChatGPT Images 2.0, a next‑generation image model that adds multilingual typography, real‑time web research, and agentic reasoning. The new ‘Thinking’ mode lets paid users generate up to eight coherent images per prompt, including floor plans, maps and UI mock‑ups. The feature expands the model’s ability to work with uploaded content.
Also developing:
France Announces AI‑Powered Sovereign Combat Data‑Management System for Armed Forces
France's defense ministry unveiled an AI‑powered sovereign combat data‑management system on March 17, 2026, aiming to centralize battlefield information and ensure data sovereignty for its armed forces. The initiative reflects a broader push in Europe to embed advanced AI in defense while keeping critical data under national control.
Punjab Board Makes AI a Core K‑12 Subject, Adding Computer Science Outcomes to Certificates
Punjab's School Education Board announced that artificial intelligence will become a core component of its K‑12 syllabus, with computer‑science outcomes reflected on student certificates. The policy, unveiled at a national AI conference, aims to equip students with skills for a...
Madhya Pradesh Launches AI & FinTech Certificate Courses in 68 Colleges for 2026‑27
Madhya Pradesh's BJP‑led government has announced AI and FinTech certificate programs in 68 state colleges for the 2026‑27 academic year, in partnership with IIT Delhi. The initiative aims to equip hundreds of students with practical skills for emerging technology sectors.
NVIDIA Releases Open‑Source NemoClaw Stack for Secure On‑Prem AI Agents
NVIDIA has launched the open‑source NemoClaw reference stack, enabling developers to run sandboxed AI agents entirely on local DGX Spark hardware. The stack combines OpenShell, OpenClaw and the Nemotron 3 Super 120B model to keep inference and data on‑prem, a move aimed...
OpenAI Unveils Sandbox Execution and Governance Controls for Agents SDK
OpenAI released a major upgrade to its Agents SDK on April 15, 2026, introducing native sandbox execution and a model‑native harness. The changes give developers secure, policy‑driven environments for long‑running AI agents, a step that could move AI‑augmented workflows from...
Doctori.com Deploys AI Assistant to Cut Health‑Insurance Costs by Up to 30%
Doctori.com unveiled an AI‑driven assistant that guides Spanish consumers through health‑insurance selection, promising 25‑30% premium savings. The tool compares over 90 products across 10,000 tariff variations, marking the first AI‑based recommendation engine in the market.
Ukraine Begins Combat Tests of Terra A1 Interceptor Drone, Deploys P1‑SUN Air‑Defence System
Terra Drone has fielded its Terra A1 interceptor drone for combat testing in Ukraine, while the Ministry of Defence integrates the AI‑enabled P1‑SUN air‑defence architecture. The move signals a shift toward low‑cost, autonomous hunter drones to counter Russian Shahed attacks.
Northrop Grumman Unveils Talon IQ Testbed and Accelerates Glide Phase Interceptor
Northrop Grumman announced the operational Talon IQ™ autonomous testbed in Mojave, California, and a contract modification to speed development of its Glide Phase Interceptor. The moves aim to sharpen U.S. and allied defenses against emerging hypersonic threats.
Cresta Adds United Airlines, Aqua Finance and Accenture to Enterprise AI Roster
Cresta announced expanded collaborations with United Airlines, finance‑tech provider Aqua Finance and consulting leader Accenture. The partnerships will embed Cresta’s AI agents into customer‑facing workflows and finance operations, signaling the startup’s push into high‑value enterprise segments. Executives highlighted the moves...
Familiar Tools Often Beat AI Hype for Speed
I got very excited when I read about @Claude Design. I tried to use it to create a simple report cover. After 3 hours, I was still tweaking. I finally gave up. I then used Keynote (a tool I know well) and...
Cursor Secures $20 B Funding, Valuation Near $10 B with Nvidia, Andreessen Horowitz Backing
AI coding platform Cursor announced a $20 billion financing round backed by Andreessen Horowitz, Sliver Capital, Battery Ventures and strategic investor Nvidia. The infusion lifts the company’s pre‑money valuation to roughly $5 billion, nearly doubling its worth from six months earlier and...
Fathom AI Hits $300K ARR in 12 Weeks Using Only AI Agents
Austin‑based Fathom AI, a three‑person B2B startup built on autonomous AI agents, posted $300,000 annual recurring revenue within 12 weeks of launch. The company raised only $300, operates with under 10% of revenue in costs, and has turned down venture...
Anthropic’s Claude Opus 4.7, Explained; Steep Decline in VC Funding
Anthropic unveiled Claude Opus 4.7, its most advanced LLM, optimized for autonomous software engineering and positioned above Sonnet and Haiku in the company’s product stack. The release follows OpenAI’s recent GPT‑5.4‑Cyber launch, intensifying the enterprise AI arms race. Meanwhile, Indian...

From Efficiency to Exhaustion: Rethinking the Limits of Taiwan AI Supply Chains
Taiwan’s semiconductor sector, anchored by Hsinchu Science Park, now drives over $800 billion in GDP and accounts for 18.5% of national output. While TSMC’s overall attrition fell to 3.5% in 2024, first‑year turnover remains high at 8.9%, reflecting long hours and...
AI Agents Demand Continual Redesign as Models Evolve Rapidly
It’s remarkable how often you need to be dramatically upgrading your AI architecture given the pace of progress in AI models right now. If you’re building agents, you basically need to throw away large parts of previous work that you...

Invest $5k in AI’s Core Infrastructure Bottlenecks
Thoughts? I break down how I'd invest $5,000 in the critical bottlenecks powering AI: water and cooling infrastructure ($1,000 in VRT and PHO), energy solutions ($3,000 in nuclear via Oklo and CCJ), and compute ($1,000 in IonQ and Nvidia). These...
When Light Gets Trapped at Nanoscale: New Ways to Power the Future of Optoelectronics From Bound States in the Continuum...
Researchers have highlighted photonic bound states in the continuum (BICs) as a breakthrough for nanoscale light trapping, enabling ultra‑compact, chip‑compatible metasurfaces. A recent review by Do and Ha surveys material platforms, topological BIC variants, and emerging machine‑learning design methods, illustrating...

How to Scrape JavaScript-Heavy Websites for LLM Pipelines with Cloudflare Browser Rendering
Modern LLM pipelines struggle with JavaScript‑heavy sites because traditional scrapers only capture the initial HTML, missing hydrated content. Cloudflare’s Browser Rendering (now called Browser Run) runs headless Chrome on the edge and offers two layers: Quick Actions for single‑request rendered...
Anthropic AI Model Sends Shockwaves Through Wall Street
The AI Model That Frightens Wall Street https://t.co/uk5vqicqVe via @YouTube #mythos #anthropic #AI #GenAI #LLM #LLMs #generativeai #Cybersécurité #cybersec @SpirosMargaris @PawlowskiMario @mvollmer1 @gvalan @ipfconline1 @LaurentAlaus @Shi4Tech @Fisher85M @kalydeoo @Ym78200 @Nicochan33 @chboursin @3itcom @Fabriziobustama @sallyeaves @helene_wpli @ahier @rwang0 @EvanKirstel @RLDI_Lamy @Analytics_699 @Khulood_Almani...

GStack Enables Quick Named Context Save/Restore in Claude Code
GStack now makes it trivially easy to save named contexts in Claude Code which is useful when coming out of plan mode if you want to pick up specific lanes out of plan mode to work in parallel /context-save to save...
Adobe Finds AI-Driven Shopping Traffic Jumps 393% as Retailers Scramble to Stay Visible
Adobe’s latest report reveals a 393% year‑over‑year surge in AI‑generated shopping traffic in Q1 2026, with conversion rates 42% higher than traditional channels. Yet average retail sites score only 75% on machine‑readability, leaving a large share of product data invisible to...
AI Amplifies Existing Talent, Not Democratizes Ability
hot take :) The biggest and most productive people in the AI era are the folks who are already good at their jobs. AI as a multiplier, not an equalizer/democratizer
AI's Job Disruption Is Real, Not Just Hype
I do believe AI will disrupt jobs as we know them. Change right now is exponential. 💪🏻 But… the pervasive Armageddon narrative is entirely self serving for Dario and Anthropic. 😮💨 https://t.co/MNYYpT1vkE
Dark Matter Technologies Elevates Vikas Rao to CEO Amid AI‑Centric Mortgage Shift
Dark Matter Technologies announced Vikas Rao's promotion from CTO to CEO and a 5% workforce reduction, underscoring the company's drive to embed AI across its mortgage workflow platform. Rao says the move accelerates automation, lowers entry barriers for lenders, and...
Token Supply Outpaces Value: Cost Vs. Worth
There's no doubt that the world can consume tokens as fast as they're produced, even in the most maximalist infrastructure buildup scenarios imaginable. That's not the question. The question is whether the economic value of those tokens can match their...
Hammer Unveils AI Works Programme to Power Partner‑Led AI Delivery
Hammer has launched AI Works, a new end‑to‑end AI ecosystem that equips partners with tools, a portal and a lab to deliver AI projects across organisations. The programme targets the persistent ROI challenges of AI adoption by uniting vendors, integrators...
Startups Target BIM Overhaul with AI Agents in Next Five Years
A wave of startups is building AI‑powered BIM applications that promise to automate complex design decisions and turn BIM into an operating system for the built environment within five years. Industry leaders warn that proprietary data schemas could stall the...
MyLGHealth Launches Free AI Lab‑report Reader, No Funding Needed
MyLGHealth rolled out a free, doctor‑trained AI platform that reads lab reports and prescriptions in plain language without charging users or storing data. The tool, launched amid a wave of venture‑backed health‑AI startups, aims to close the health‑literacy gap affecting...
CoinDesk University Rolls Out AI Agent and Stablecoin Courses to Fill Web3 Talent Gap
CoinDesk has launched CoinDesk University, offering new curricula on AI agents and stablecoin payment systems. The initiative targets developers, product managers and other blockchain professionals who need to master the convergence of artificial intelligence and digital asset finance, a skill...
Google AI’s LLM Tool Hits 90% Accuracy in Auto‑Diagnosing Integration Test Failures
Google AI released an LLM‑powered diagnostics service that automatically reads integration‑test logs, pinpoints root causes and posts a brief diagnosis to the relevant code review. In a manual evaluation of 71 real‑world failures, the system was correct 90.14% of the...
TSMC Forecasts AI‑Fueled Q1 Growth as Shares Slip 3.2% on Valuation Worries
Taiwan Semiconductor Manufacturing Company posted a $18.3 billion net profit and $36.3 billion revenue for Q1, driven by AI‑related demand, but its shares dropped 3.2% as investors questioned the high valuation. Analysts remain split, with a consensus “Buy” rating but a recent...
Tesla Rolls Out Unsupervised Robotaxi Service in Dallas and Houston
Tesla announced that its fully driverless Robotaxi service is now live in Dallas and Houston, adding roughly 45‑50 square miles of geofenced zones. The expansion triples Tesla’s presence in Texas and puts the company on track for a broader U.S....
AirAsia CEO Tony Fernandes Vows Cost Cuts and AI Boost as Fuel Prices Surge
AirAsia chief executive Tony Fernandes announced a sweeping cost‑cutting plan in response to soaring petroleum prices, emphasizing AI‑driven fuel efficiency and ancillary services. He warned that fare hikes may be inevitable but pledged the carrier will stay cheaper than full‑service...
Google and Shopify Launch Universal Commerce Protocol to Shift Shopping to AI Agents
Google and Shopify unveiled the Universal Commerce Protocol (UCP) at the NRF conference, aiming to replace traditional web‑based checkout flows with AI‑driven conversational transactions. The protocol collapses discovery, checkout and payment into a single interaction, forcing merchants to rethink funnels,...
Stanford AI Index 2026 Finds AI Generates 51% of Online Content, Upending Digital Marketing
The Stanford AI Index 2026 reports that AI now creates 51.7% of all internet content, while 53% of the global population has adopted generative AI tools. The findings raise urgent questions for marketers about authenticity, SEO, and ad targeting as...
Trillion‑Dollar Investment Solves Common Sense Challenges
good to know that a trillion dollars’ investment scaling has thoroughly solved the challenges of common sense.
Anthropic Hits $800 Billion Valuation as VC Money Fuels AI Surge
Anthropic, the San Francisco AI startup, announced a private valuation of $800 billion after a wave of venture capital commitments. The surge follows a reported $30 billion revenue run‑rate and positions the firm alongside OpenAI as the most valuable AI company.
Tech Giants Accelerate AI Startup Acquisitions to Gain Edge
Large technology firms are stepping up AI startup acquisitions, using deals to capture cutting‑edge models, data and talent. The wave reflects a strategic shift from in‑house development to buying ready‑made capabilities, as companies race to stay ahead in a fast‑moving...
Loving Anthropic, but Claude Design Disappoints
I love how I said I didn’t like something (by Anthropic, god forbid) and people are acting like I took a shit in their cereal. Just to be clear, I pay $200 for my Claude subscription, I use Claude code...
AI Elevates Top Talent, Threatens Average Performers
the thing nobody talks about with AI replacing jobs: it's not the bad employees who should be scared. Bad employees get fired anyway. Great employees become 10x with AI. It's the person doing adequate work at adequate speed who's in...

Taiwan Space Agency Prepares A Satellite-Grade General-Purpose GPU For Commercialisation
On 15 April 2025, Taiwan Space Agency (TASA) licensed its satellite‑grade general‑purpose GPU to Liscotech for commercial use. The GPGPU, built on NVIDIA chips with a radiation‑hard, modular design, flew aboard the Black Kite‑1 CubeSat on SpaceX’s Transporter‑15 mission in November 2025. In‑orbit...
Disclosing Autism to AI Chatbots Prompts Overly Cautious, Stereotypical Advice
Researchers at Virginia Tech found that when autistic users disclose their diagnosis to popular AI chatbots, the models overwhelmingly shift to overly cautious advice, urging avoidance of social events, workplace conflict, and romance. The study evaluated six leading large language...

Model Predicts Moves Easier in 1000‑Elo Games than 2000‑Elo
Still fiddling around with this as a benchmark. I created 200 synthetic chess games (with Stockfish). One batch at 1000 elo, and another batch at 2000 elo. I show the models a board and ask it to guess the last...

AI Agents Democratize Software, Empowering Every Industry
When people think software engineers, they tend to think jobs at tech companies building apps. The growth of the tech industry is so wired into our heads that that’s what we think the point and limit of software is. That’s...

92% “Honest” AI: Misleading Metric, Accuracy Matters
Is a 92% “honest”* AI really good enough? Or a disaster waiting to happen? —- *”honest” is itself a misleading anthropomorphization of the kind Anthropic loves to promote. “Accurate” would be more accurate. https://t.co/NMnjGEqf41
Hugging Face Powers Agents with Access to 1M Spaces
Hugging Face is becoming the platform for agents to use and build AI. Now they can call 1M HF spaces to do everything the latest specialized models can do! https://t.co/8VHxutX1PD
AI‑Generated Code Lacks Human Oversight, Risks Standards
RT Here's a problem: One AI writes the code, another "reviews" it, and no human challenges assumptions or checks alignment with enterprise standards. #CIO #AI. @Star_CIO https://t.co/p18hdtdbZn
AI Benchmarks May Be Skewed by Selective Reporting
How much p-hacking is happening among AI benchmark makers? IE: Coming up with 100 model capability tests, and then only publishing results that show a nice upward slope that matches our intuitions about improving strength over time?
AI's Completion Bias Prevents True Wonder
🚨The Tragic Flaw in AI Built for completion, AI can mimic curiosity but never wonder. https://t.co/xSStNmwZk3
Effective Prompt Engineering Unlocks Codex's Design Capabilities
what’s the skill that actually gets codex to do decent design work? i’ve tried a bunch