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:
MedeAnalytics Showcases How Health Plans Turn AI-Driven Insights Into Measurable Performance Improvement
MedeAnalytics announced its participation in several payer‑focused events, including Becker’s webinars, the Spring Payer Issues Roundtable, and OpsIgnite 2026. The company will showcase how its AI‑powered Health Fabric™ platform unifies fragmented data, enabling health plans to improve medical loss ratio, cut administrative costs, and boost care quality. By demonstrating real‑world use cases, MedeAnalytics aims to shift payers from static dashboards to actionable, measurable performance gains. The firm already supports nearly half of Blue Cross Blue Shield plans across 22 markets.
Chat with Your Oracle Database: SQLcl MCP + GitHub Copilot
Oracle’s SQLcl 24.3 now includes an embedded Model Context Protocol (MCP) server that lets GitHub Copilot in VS Code execute natural‑language queries directly against an Oracle Autonomous Database. By configuring a wallet, saving the connection in SQL Developer, and adding SQLcl...
Autonomous Clinical Care Scales to 3 Million Conversations
First fully autonomous clinical encounter in the end of 2023, to 3 million autonomous clinical conversations with patients in 2.5 years. The co-pilot to autopilot transition is underway in specialty care, and we're thrilled to deepen our partnership with Insight...

AI Hype Is a Bubble; Impractical for Real Businesses
This is why AI is a bubble. If you run a real business why would you deploy this? This was a finite set of data it was looking at. This is not a free consumer grade version. ...
From Ads To Answers, AI Is Rewiring Marketing's Growth Engine
Marketing is moving from an ad‑centric, attention‑driven model to an AI‑driven recommendation engine. Generative AI usage has risen to 53% of consumers, and tools like Google AI Overviews and ChatGPT are reshaping how shoppers ask for conclusions rather than keywords....
Resource Caps Are Business Strategy, Not Design Flaw
The whole "built with agents in mind" thing is weird. No one owns you infinite resources just because you are using an agent. Deciding to limit how much resources a user can use at a time is smart business, not...
CEO Automates Life with AI‑Powered Lemon Pie Autopilot
The CEO of @brexHQ runs his company through a custom AI he built and named Lemon Pie. And I think it's the future of CEO productivity Think about the day job of a Fintech CEO. - Thousands of Slack channels. - Hundreds of...

AI’s Context Memory Explosion Hits the Storage Wall as NAND Scarcity Tightens Its Grip
AI inference is hitting a context‑memory wall as multi‑turn models demand petabyte‑scale key‑value caches, outpacing GPU and DRAM capacity. The global NAND shortage now poses a material operational risk for high‑intensity AI workloads. Nvidia responded at GTC 2026 with BlueField‑4 STX,...
AI Mirrors Your Drive: Amplifies Effort or Laziness
Like other tools, AI amplifies what you want and who you are. Hard working people will use it to do more. Lazy people will use it to avoid work. Curious people will use it to learn more. Insecure people will...

OpenAI’s Funding Outpaces Most Nations’ Defense Budgets
OpenAI just raised more than most countries spend on defence. Here's what this means for the future of AI👇

Negotiating AI Provisions in Commercial and Technology Contracts: Where the Market Is Heading
Two years ago AI clauses were an afterthought, but today’s enterprise deployments demand contracts that reflect the technology’s autonomy. The traditional SaaS model—where vendors host the model and buyers merely access it—assumed human oversight at every decision point. With agentic...

AGI Forecasts Slip Back, Media Hypes Panic
LMAO. Last year most of Silicon Valley was predicting AGI in 2027 (which, spoiler alert, ain’t gonna happen). Now the most prominent former advocate of AGI in 2027, @DKokotajlo, says 2029, and Groks writes it up as “AI forecasters shorten timelines...
Google AI Stitch Simplifies Shopify Product Page Creation
The New AI Stitch Just Made Shopify Product Pages 100x Easier WACTH HERE 👉 https://t.co/vUAAaBwz9R Google’s new AI Stitch is making Shopify page design faster, easier, and far more beginner-friendly. In this video, I show you how to use it to build...
CEA-Leti, CEA-List and PSMC Collaborate to Integrate RISC-V and MicroLED Silicon Photonics Into 3D Stacking and Interposer for...
CEA‑Leti, CEA‑List and Powerchip Semiconductor Manufacturing Corporation (PSMC) announced a strategic partnership to fuse CEA‑List’s RISC‑V design expertise with CEA‑Leti’s silicon‑photonic microLED technology into PSMC’s 3D‑stacking and interposer platforms. The joint effort will embed short‑reach, high‑bandwidth optical links and customizable...
Use AI only Where Real Content Is Impossible
The AI creative debate is simpler than people make it: Use it where real content is impossible or impractical. A mattress brand that can't ship product to creators. AI fills that gap at a fraction of the cost, and we're seeing...
CFOs Must Build AI Governance, Not Just Prompts
🚨 ANNOUNCEMENT 🚨 This month's Secret CFO Playbook will be the No BS Guide to AI for CFOs. Tomorrow I kick off a 4-part newsletter series getting deep into the CFO-grade issues in rolling out AI for finance. It's time to move...
Human Oversight in AI Automation Testing
AI‑driven test automation can efficiently execute predefined flows, but it often fails to interpret complex interfaces, generates false alerts, and misses device‑specific or localization defects. Global App Testing highlights five key limitations of AI‑only testing and promotes a human‑in‑the‑loop methodology...

Cut AI Costs 58% With Smart Model Routing
2) It stops wasting your money: Most agents use expensive models for everything. ClawXRouter changes that. It acts like a smart traffic cop, it figures out how hard your task is and sends it to the cheapest model capable of handling it. The...

EdgeClaw’s ClawXMemory Summarizes Chats for Persistent Recall
1) It actually remembers you: Instead of just dumping your whole chat history back into the model (which gets messy and expensive), EdgeClaw uses ClawXMemory. Think of it as a 3D tree: it automatically summarizes your chats, organizes them into long-term project...

Understanding The Role Of AI Detectors In Content Creation
AI detectors are emerging tools that evaluate whether written content resembles human or machine‑generated text. By analyzing sentence flow, lexical patterns, and tonal cues, they provide writers with actionable feedback to improve readability, consistency, and SEO friendliness. The technology is...

Leaked Claude Code Sparks Open-Source Memory System EdgeClaw 2.0
Claude Code’s source code leaked recently. It was a massive "open book" moment that accidentally revealed Anthropic’s secret "memory" system. A group of researchers saw exactly how it worked and immediately rebuilt it for the open-source community. EdgeClaw 2.0 is now live. Here...
Claude Excels at Overnight Batch Tasks, Struggles with Visual Reasoning
Claude computer use review: Bad at human-level visual reasoning when tested in PPT, like “pick which slide template works best for a slide about the 4 ways to schedule agent tasks and make the slide” Too slow for daytime quick support. Pretty epic...

Reality Defender Strikes Deal to Provide Deepfake Detection to French Orange
Reality Defender, a U.S. AI‑security firm, has signed a deal to embed its multimodal deep‑fake detection into Orange Business, the enterprise arm of French telecom giant Orange. The integration will protect Orange’s video‑conferencing, contact‑center and voice‑telephony services with real‑time, API‑driven...
AI-Generated Code Delivers 25x Productivity, QA Becomes Bottleneck
This week in our SaaS CEO masterminds, one stat blew my mind Multiple companies reported 50-100% of their production code is now AI-generated. One team rebuilt an entire platform in 2 months with 4 people...a project previously scoped at 1...

Keras Kinetic: Decorator‑Based TPU/GPU Jobs Made Simple
Perhaps the craziest thing that was introduced on the Keras community call today: Keras Kinetic, a new library that lets you run jobs on cloud TPU/GPU via a simple decorator -- like Modal but with TPU support. When you call a...
AI As a Human Tool, Not Standalone Option in Agriculture
Artificial intelligence is being positioned as a decision‑support tool rather than a standalone replacement in agriculture. Industry leaders stress that retailers remain liable for AI‑driven recommendations, keeping human accountability central. Nutrien is rolling out AI capabilities to its 4,000 crop...
AI-Driven Lambda Troubleshooting Auto‑detects Missing VPC Security Group
This past week I wrote a lambda troubleshooter using the concept on this blog post where it deterministically queries a bunch of logs and sends them to an ai 🤖 agent for analysis and troubleshooting. I had to redact...

AI Medical Tools Need Evidence, Not RCTs, to Trust
How can we trust CDS AI like OpenEvidence, DoximityGPT, etc if no one's done studies showing their use improves patient outcomes? While I understand the intent, I think it's ultimately a misguided question. Anytime a new medical textbook comes out, should...
Internet Bug Bounty Program Hits Pause on Payouts
HackerOne announced a pause on payouts for the Internet Bug Bounty program as AI‑generated vulnerability submissions surge. Since its 2012 launch, the program has awarded over $1.5 million, with 80 % of payouts for new flaws. The shift in discovery speed has...
2026 State of the Farm Report Examines Early AI Use and Broader Digital Trends in Agriculture
Bushel’s 2026 State of the Farm report reveals a rapid demographic shift, with farmers under 50 now making up 38.4% of respondents, up from 28.8% a year earlier. Only 14% of producers are using AI, primarily for business and financial...

Immuta Launches Data Provisioning System For AI Agents
Immuta unveiled an Agentic Data Access module that lets autonomous AI agents retrieve enterprise data in real time while enforcing governance policies. The new capabilities treat agents as first‑class data users, applying least‑access privileges, zero standing privileges, and audit trails....
SciSciGPT: Advancing Human–AI Collaboration in the Science of Science
SciSciGPT is an open‑source, large‑language‑model‑powered AI collaborator built for the science‑of‑science domain. It automates complex research workflows, speeds prototyping, and enhances reproducibility across empirical studies. The authors showcase case studies where the tool streamlines data collection, analysis, and reporting. They...

Find Social Media Accounts by Photo: Using Face2social for Digital Verification
Face2social launches an AI‑driven service that finds social‑media accounts by uploading a single photo. The platform builds a digital facial fingerprint and scans public profiles on Instagram, Facebook, TikTok and X, delivering ranked matches. Unlike traditional reverse‑image tools, it verifies...
Infineon Launches TLVR Quad-Phase AI Power Module
Infineon Technologies has unveiled the TDM24745T, a quad‑phase power module built on its TLVR (trans‑inductor voltage regulator) architecture for AI‑focused data centers. The 9 × 10 × 5 mm³ device packs four power stages, a TLVR inductor and decoupling capacitors, achieving a current density above...
NETZSCH Launches AI-Powered Polymer Qualification Tool for Recyclate Quality Control
NETZSCH Analyzing & Testing has launched Proteus Now Quantify, an AI‑driven software that turns a single differential scanning calorimetry (DSC) run into a quantitative polymer composition report. Trained on calibrated polyolefin blends, the tool can identify PP, HDPE, LDPE and LLDPE and...
AI Tools Often Slow Developers, Study Finds
I think about this study frequently (quoting from my report on "GenAI & Productivity" https://t.co/kEx5Z4BJH7): In results released in July, non-profit Model Evaluation & Threat Research (METR) had a troubling finding. Sixteen experienced developers participated in the study. They were...
Free LLMs: Hype, Profit, and User Blame
It’s nice gig making LLMs. You can distribute free models that suck. Hype them to the skies. Take credit for the hundreds of millions of user you’ve got. And when they make a mistake, you can blame the users for not using the paid...
AI Can Be Engineered to Foster Everyday Love
Marcus Buckingham, author of Design Love In: How to Unleash the Most Powerful Force in Business, on how AI can be designed to increase love in everyday experiences https://t.co/4sW1VVoeYl
AI Writing Shortcuts Can Weaken Your Brain—Stay Active
"When you ask ChatGPT to draft your email or memo, you are not just saving time. You are skipping a cognitive workout. And like any muscle left idle on the couch, the brain responds accordingly: it atrophies." https://t.co/5YPJqYodJn < keep...
AI Shifts From CIO to CEO, Board Strategy
Brian Bryson, Principal Analyst, Technology & Business at MIT Technology Review (@techreview) on the current state of autonomous business models and how AI is no longer just a CIO conversation — it’s a CEO, board, and operating model conversation. https://t.co/4sW1VVoeYl
LLM Psychosis Linked to Credulity, Not Intelligence
This doesn't match my experience at all. The people I know with LLM psychosis index high on credulousness rather than intelligence.
Veteran Tech Leaders Reveal Unexpected AI Development Strategies
How do experienced tech people like @adrianco think about using AI to build software? The answer may (or may not) surprise you. I like this series of thoughts and advice ... https://t.co/xi0Xips0NO

Good AI Diagnoses, Bad Chat Interface Worsens Outcomes
This new Nature paper (using old models) illustrates the point of my latest Substack post on AI interfaces. AI did a good job diagnosing medical issues, but when users had to interact with chatbots the interface led to confusion &...
Claude, ChatGPT Reject Authoritarian Prompts 85%, Grok 24%
Claude and ChatGPT refuse to help authoritarian requests 85% of the time. Grok refuses 24% of the time. On brand.
Apex Model Now Accessible via API
The #1 question I got last week was "Will @Fin_ai's Apex model be available as an API" The answer, now, is yes. Good read below as to why...
NSF Launches Nationwide AI Literacy and Training Initiative
NSF outlines its nationwide plan to expand AI literacy, training, and adoption for workers, businesses, and local communities. https://t.co/wc0IwcoWy0

Eight LLM Categories Power Next‑gen AI Agents
8 Types of #LLMs for Next Generation #AIAgents by @PythonPr #GenAI #AI #ArtificialIntelligence #MachineLearning #ML https://t.co/DjaILxp2Cp
Commoditized AI Benefits Users and the World
In the absence of some sort of network effect or virtuous cycle, AI models will be commoditized. That's great news for users of AI and for the world.

Outdated Claim Debunked; Poster Sells Security Solution
Quick debunk by @alexoterov @mosesfinlay The post is bullshit and based on January 2024 models Also the guy who posted it is selling his own security solution DEBUNKED https://t.co/vRfA4IHiRA
AI Foundation Models Will Let LLMs Reason About Atoms
Fun conversation on @NoPriorsPod w @LiamFedus on AI Foundation Model for Atoms from @periodiclabs -Foundation models that understand atoms -LLMs as reasoning engines -Timing to displace AI researchers Liam prior was VP Post Training at OpenAI, now CEO Periodic https://t.co/jmiv5uQt8U