Today's AI Pulse
OpenAI launches ChatGPT Images 2.0 with multilingual text and real‑time web research
OpenAI has introduced ChatGPT Images 2.0, a next‑generation image model that adds multilingual typography, real‑time web research, and agentic reasoning to its generation pipeline. The new “Thinking” mode lets paid users produce up to eight coherent images per prompt, including floor plans, maps, UI mock‑ups, and apply capabilities to uploaded content.
Also developing:
Midea Launches $1.4 B Liquid‑cooling Hub to Power AI Data Centers
Midea Building Technology, a subsidiary of Midea Group, announced the start of a liquid‑cooling manufacturing hub with total investment exceeding 10 billion yuan (about $1.4 billion). The facility aims to supply end‑to‑end cooling solutions for high‑density AI compute centers, traditional data centers and edge sites, promising lower power usage effectiveness (PUE) and reduced supply‑chain risk.
Swiss Re Hires Former BlackRock Executive to Spearhead AI Transformation
Swiss Re announced the appointment of a senior former BlackRock executive to lead its artificial‑intelligence transformation. The hire is intended to embed AI in underwriting, pricing, risk assessment and claims handling, underscoring the reinsurer’s push toward data‑driven operations.
Shake Shack Rolls Out Project Catalyst to Power AI‑Driven Loyalty and Unified Commerce
Shake Shack announced Project Catalyst, a technology overhaul that adds AI‑powered loyalty, unified commerce and edge‑based POS upgrades. Partnering with cloud‑native platform Qu, the chain aims to scale to 1,500 company‑operated restaurants while tightening direct guest relationships.
Satya Nadella Launches ‘Copilot Code Red’ to Fast‑track AI Improvements at Microsoft
Microsoft CEO Satya Nadella has announced an internal “Copilot Code Red” initiative aimed at closing performance gaps in the company’s AI assistant. The effort coincides with a major upgrade to the Microsoft 365 E7 suite and a new partnership with...
TSMC AI Revenue Surge and Xinxing Q1 Gains Propel Taiwan Chip Stocks, Nvidia Rises 14% in Eight Days
TSMC reported a 30.7% month‑on‑month jump in March revenue, driven by AI demand, while Xinxing posted a 23% YoY revenue rise and plans a 100‑million‑share GDR offering. The data sparked a rally in Nvidia, which has climbed 14% over eight...
Andon Labs’ $100K AI‑Run Boutique Flops as Staff Miss First Shift
Andon Labs, a San Francisco‑based startup, gave its AI agent Luna a $100,000 budget to launch a brick‑and‑mortar boutique called Andon Market. Within a day of opening, the AI’s scheduling mishap left the store without any staff, exposing safety gaps...
Egen Deploys AI‑Driven Opioid Dashboard in Alameda County with $1.2M Grant
Pleasanton‑based software firm Egen has rolled out an AI‑driven opioid‑crisis dashboard for Alameda County, backed by a $1.2 million federal grant. The platform fuses EMS, pharmacy and demographic data to predict overdose hotspots, shifting public‑health response from reactive to proactive.
IEEE Nanotech Council Launches May Webinar Showcasing AI‑Driven Modeling Platform
The IEEE Nanotechnology Council unveiled a May 2026 webinar that will demonstrate Advance/NanoLabo’s new “Autopilot” feature, which creates atomistic models from natural‑language prompts, and showcase GPU‑accelerated machine‑learning interatomic potentials. The event signals a push toward lowering expertise barriers in nanotech...
Aria Networks Secures $125 Million Series B to Build AI‑Native Networking Infrastructure
Aria Networks announced a $125 million Series B round led by Sutter Hill Ventures, with Atreides Management, Valor Equity Partners and Eclipse Ventures participating. The funding will accelerate development of its AI‑native networking platform and adds Atreides’ Gavin Baker and Sutter Hill’s...
Battlefield AI Lessons Reveal Edge Computing Imperative After Iran Ops
New combat data shows AI's mixed performance: Anthropic's strained Pentagon talks led to a “unacceptable risk” label, while Maven Smart Systems excelled in Iran under stable networks. Experts say future wars will force a move to edge‑first AI.
How Modern Finance Teams Are Using Agentic AI to Simplify Planning
Finance teams are turning to agentic AI to overhaul financial planning, moving from manual spreadsheets to continuous, real‑time forecasting. A KPMG study shows 71% of organizations already use AI in finance, and agents now handle scenario modeling, data integration, and...
Anthropic Brings Claude Into Microsoft Word, and Legal Contract Review Leads Its Use Cases
Anthropic launched a public‑beta add‑in that embeds Claude directly into Microsoft Word, showing every AI‑generated edit as a native tracked change. The tool targets legal contract review, financial memo drafting, and iterative editing, and is available to Claude Team ($25 per...
How to Turn Claude Into a Content Writing System in 11 Steps
Sifu Yik outlines an 11‑step framework that transforms Claude from a simple chat tool into a full‑fledged content operating system. The guide emphasizes enabling Memory, creating Projects, uploading style guides, and using adaptive thinking to keep the AI aligned with...
AI Can Design and Run Thousands of Lab Experiments without Human Hands. Humanity Isn't Ready
In February 2026 OpenAI and Ginkgo Bioworks reported that GPT‑5 autonomously designed and ran 36,000 biological experiments through a robotic cloud laboratory, slashing protein‑production costs by about 40%. The AI‑driven loop—design, build, test, learn—turns biology into an engineering discipline, enabling...
AI Shortcuts Mastery, Undermining 10,000‑Hour Learning
🔥What Malcolm Gladwell taught us about 10,000 hours may be undone by AI in 10 minutes. 👉 AI and The 10-Minute Mind 🚨We've spent decades believing mastery required struggle, repetition and failure. Now AI delivers polished answers before the question even takes...
Tech Company Launches AI Jesus You Can Talk to for $2 a Minute
Just Like Me, a startup that creates AI replicas of public figures, has launched an AI avatar of Jesus Christ. Users can speak with the digital Jesus for $1.99 per minute or purchase a $49.99 monthly package for 45 minutes....
Your Developers Are Already Running AI Locally: Why On-Device Inference Is the CISO’s New Blind Spot
The rise of on‑device large language model inference is turning the CISO’s focus from cloud‑based data exfiltration to hidden risks on employee laptops. Advances in consumer‑grade accelerators, mainstream quantization, and frictionless model distribution now let engineers run 70‑billion‑parameter models locally...
At the HumanX Conference, Everyone Was Talking About Claude
At the HumanX AI conference in San Francisco, Anthropic’s Claude emerged as the most talked‑about chatbot, eclipsing OpenAI’s ChatGPT among attendees and vendors. Participants praised Claude’s reliability for agentic tasks, while OpenAI grappled with a perception of strategic drift despite...
Coding Capability Beats Hype in AI Competition
DeepSeek had its moment. Then it lost 40% mindshare while Claude 10x'd. Turns out "open source Chinese ChatGPT" is a great press release. "Actually works for coding" is a better business model.
Free Replay: Learn to Build AI Agents Today
I taught AI agents to 20,000 people for free, and for the next 12 hours, you can watch that exact same workshop replay. It’s 2026. You need to know how to build AI agents. I got you. If you’re a mom returning...
Pruning LLMs for Retrieval: Why Attention Matters and MLPs Don't
The paper introduces EffiR, a pruning framework that flips conventional LLM pruning wisdom for dense retrieval tasks. By aggressively removing MLP layers while preserving attention heads, the authors cut Mistral‑7B’s parameters by roughly 50% and doubled inference speed with minimal...
Research Finds That AI Has Already Replaced Work for 20 Percent of Jobs
A new Epoch AI‑Ipsos survey of 2,000 U.S. adults finds that half of respondents used generative AI in the past week, and 20% of full‑time workers say AI has already taken over parts of their job. The same poll shows...
AI-Generated Content Floods SERPs, Threatening Sustainability
It works until it doesn't... but it's still working for now. This one will be interesting to watch. Massive scaled content abuse. Nearly 1M pages indexed now. Surging like crazy in the SERPs. Including news surfaces. I don't think this...
Linux Lays Down the Law on AI-Generated Code, Says Yes to Copilot, No to AI Slop, and Humans Take the...
After months of heated discussion, the Linux kernel maintainers approved a formal policy that permits AI‑assisted code contributions. The new rules replace the traditional “Signed‑off‑by” certification with an “Assisted‑by” tag to flag any AI‑generated lines. Human submitters remain fully liable...
The PCP as Specialist: How AI and Virtual Consults Will Collapse the Referral Economy and Create a New Category of...
The essay proposes an AI‑driven platform that lets primary‑care physicians (PCPs) handle many conditions traditionally referred to specialists, using an asynchronous eConsult loop. Roughly 9% of PCP visits generate referrals, costing about $965 each, and half never result in completed...
Building Your Agentic Company
The post outlines how organizations can evolve into "agentic companies" by structuring work around AI agents rather than traditional human teams. It defines six foundational building blocks—company, teams, agents, projects, tasks, and skills—and explains how agents function as role‑based entities...
I Replaced Claude Code With a $45/Month Multi-Agent System
After months of relying on Anthropic’s Claude Code, the author observed a sharp decline in reasoning depth when the service’s default effort level was lowered to 85 in early March, cutting the Read:Edit ratio from 6.6 to 2.0. The $200‑per‑month...
Apple AI Glasses Will Rival Meta’s With Several Styles, Oval Cameras
Apple is developing its first AI-powered smart glasses, featuring multiple frame styles and a unique oval camera design. The company aims to rival Meta’s Ray‑Ban smart glasses by leveraging its iOS ecosystem and upcoming AI platform. Apple also hinted that...
Claude Code Harness Pattern 10: Production Deployment Patterns
The Claude Code Harness Pattern 10 details how the harness moves from prototype to production‑grade service. It outlines SDK integration via an async generator, feature‑flag driven rollouts, and a multi‑provider abstraction that supports Anthropic, AWS Bedrock, Google Vertex and Azure Foundry....
The Truth On Whether AI Will Take Your Job Or Not
A new ProCap Insights briefing highlights a Stanford Digital Economy Lab study showing AI’s uneven impact on the U.S. labor market. Workers aged 22‑25 in high‑AI exposure occupations saw a 16% relative employment decline since late 2022, while those 30...
Why AI At Work Often Creates More Work Instead Of Saving Time
A recent analysis shows that generative AI tools like ChatGPT often add, rather than subtract, workload for employees. A Workday survey found that nearly 40% of the time users think they are saving is spent correcting AI‑generated drafts, emails, and...
Markets Are Humanity’s Unintended ASI Profit Machine
Wake up, people. AGI / ASI has been with us for centuries, and has escaped its cage before. The ‘market’ is the greatest ASI ever birthed by humans, iterating on the gradient of ‘profit maximization’. Financialization is ASI on steroids; the...
Latency, Power, and Deployment Outpace Raw TOPS
Roundtable of 9: Why latency guarantees, memory movement, power budgets, and rapid model deployment now matter more than raw TOPS. https://t.co/SF5Sa68kVN #edgeAI
How to Find a BIG Idea (3 Frameworks)
The post uses Claude Hopkins’ 1910s Pepsodent campaign to illustrate how a simple sensory tweak can create a "big idea" that reshapes consumer behavior. By adding a minty, tingling sensation, Pepsodent turned infrequent toothbrushing into a daily ritual for millions...
Security Risks Stall AI Scaling for 70% of Firms
Only 30% of organizations reach AI maturity level 3 or higher. That means 70% are still running AI like it's a science fair project. Top barrier to scaling? Not the technology. Security and risk concerns. We've built race cars and forgotten the brakes.
Choosing AI Prompt Files Is a Transient Debate
It is notable that we are all debating exactly which markdown files are most important to feed AI (skills, memory, tool instructions) and in which order to feed them to get the best output. Feels that this is likely a...
OpenAI Employee Tries to Explain Usage Limits of the New ChatGPT Pro Plans
OpenAI introduced a $100 ChatGPT Pro tier alongside its existing $200 plan, but the company has not clearly explained how usage limits differ. Employee Thibault Sottiaux clarified that the $100 plan currently offers at least ten times the Plus usage,...
Model Drifts Unnoticed While Provider Denies Any Change
I just want my model's behavior to stop changing while the provider gaslights me telling me nothing has changed.
AI Automation Will Multiply Scientist Jobs, Overcoming Lab Barriers
Couldn’t agree more. AI + automation = way more scientist jobs. Whole industry is massively held back by the cost and barriers to lab work. It’s like computing in the 1950s right now - back when we...
Why Does AI Tech Look so Bad?
AI‑driven products often appear unfinished because the underlying stack, incentives, and rapid‑release cycles prioritize model performance over user experience. Six core reasons—engineer‑centric development, probabilistic interaction models, raw developer scaffolding, undefined value units, speed‑driven iteration, and honest‑looking interfaces—explain the visual and...
Clear, Level‑Headed AI Talk: Lennysan Interviews Marc Andreessen
Hands down the best most clear and level headed episode on AI @lennysan interview with @pmarca https://t.co/7gSbmIdCDR
Ministry Unveils AI + Education Action Plan
Notice of the Ministry of Education and other five departments on the Issuance of the Action Plan of "Artificial Intelligence + Education" https://t.co/0g1JkaX41f
Figma CEO on How Anyone Can Get Good at Design in the AI Era | Dylan Field
Figma CEO Dylan Field discussed how AI is reshaping design in a new podcast episode. He argued that AI can quickly produce average outputs, but human taste, craft, and point of view remain irreplaceable. Field noted that two‑thirds of Figma’s...
AI Progress Unstoppable Despite Moore’s Law Slowdown
Mustafa Suleyman: AI development won’t hit a wall anytime soon ..skeptics keep predicting walls..they keep being wrong in face of epic generational compute ramp. Often, they point out that Moore’s Law is slowing, a lack of data, or limitations on energy....
Sixteen AI Agents Collaborate to Synthesize Answers
"Contemplating mode" -> When 16 agents work on your prompt and then synthesize an answer...
I Was Scared of the Terminal Until I Tried Claude Code
Anthropic’s Claude Code brings a conversational AI assistant directly into the terminal, allowing users to describe coding tasks in plain English. The tool reads local files, runs commands, and even handles git operations without requiring copy‑paste or deep command‑line knowledge....
AI Era's New Table Stakes for Adaptation and Competition
This is a great article about the new table-stakes of adapting to, and competing in, the AI era.
AI Agents as Subscription Services, Like Electricity
you’ll pay subscriptions for agents not software. the agents will be pre-trained for you. some people will have 1000s of agents doing stuff and monitoring many situations for them at once. AI is the new electricity.
NetSuite Rolls Out AI Updates to Help Finance Teams Automate with Control
At its SuiteConnect London event, Oracle NetSuite unveiled major upgrades to its AI Connector Service, aimed at giving finance teams tighter control while automating tasks. The new AI Connector Service Companion includes a curated library of more than 100 finance‑specific...
Five9 Expands Fusion Partner Program to Broaden Open CX Platform
Five9 announced an expanded Fusion Partner Program that now includes independent software vendors and embedded technology partners, extending its open CX platform beyond the 2025 integrations with Salesforce, ServiceNow and Epic. The move is positioned to accelerate AI adoption and...