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:
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 AI now executing tasks, organizations are re‑evaluating liability, service levels, and governance, prompting a market‑wide shift toward more granular, outcome‑based agreements. The new norm emphasizes detailed service definitions, performance warranties, IP ownership, regulatory compliance, and transition terms.
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...
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...
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...
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...
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...
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...
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...
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-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...
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...
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...
Only Humanity Can Balance AI’s Unchecked Power
Close your eyes for a second and imagine a balancing scale. On one side is the problem — trillions of dollars of investment going into making uncontrollable inscrutable AI, the race for geopolitical power, and forever dominance. Then, on the other...
CDC’s AI Strategy Embraces Speed, Flexibility
The Centers for Disease Control and Prevention unveiled a four‑year artificial‑intelligence strategy aimed at modernizing its data infrastructure and boosting public‑health capabilities. Acting Chief AI Officer Travis Hoppe highlighted that years of groundwork now position the agency to adopt AI...
What Is an Agentic OS? A Practical Guide
An agentic operating system is an AI‑focused infrastructure that coordinates autonomous agents, connects them to enterprise data and applications, and maintains human oversight. By embedding agents within platforms like Slack, organizations can automate repetitive tasks such as summarizing conversations, pulling...
Non‑Tech Professionals Build Custom AI Agents Fast
I just helped hundreds of business professionals build their first AI agents in my AI Agent Mastermind. Here are five built by people who had never opened a terminal before this week: 1️⃣ A personalized morning brief. She took my original...
Automation Protects Human Judgment, Not Replaces It
One of the sharpest thoughts I’ve heard about AI did not come from a founder, consultant, or conference speaker. It came from a Ryanair pilot I train BJJ with. He said that in aviation, automation is not there to replace human...
Adobe Calls for AI Policy to Safeguard Human Creativity, Cites $1.2 Trillion Creative Economy
Adobe announced a public policy push to keep humans at the core of AI‑driven creativity, warning that unchecked AI could undermine the $1.2 trillion creative economy. The company proposes rights for creators, AI‑ready education and coordinated regulation to avoid fragmented rules.
AI-Generated LinkedIn Comments Turn Users Off
I’ll see a post on LinkedIn I like and want to engage with and the I read all the AI generated comments from “experts” and I’m turned off and don’t comment. Anyone else do this? Why are yall yang bots...
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...
You Can’t FinOps Your Way Out of AI Cloud Costs
Enterprises are seeing AI‑driven cloud bills explode as continuous, real‑time data pipelines replace the batch workloads that cloud economics were built for. FinOps tools—dashboards, charge‑backs and forecasting—provide visibility but cannot stop the underlying inefficiency caused by mismatched hardware. Modern AI...
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.
Sony Interactive Entertainment Acquires UK AI Startup Cinemersive Labs to Boost PlayStation Visuals
Sony Interactive Entertainment announced the acquisition of London‑based machine‑learning company Cinemersive Labs, adding volumetric 3‑D imaging expertise to its Visual Computing Group. Financial terms were not disclosed, but the move signals Sony’s push to sharpen PlayStation graphics through AI‑driven upscaling.
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 &...
WELL Health and AliveCor Team Up to Cut Cardiology Wait Times with AI‑Powered ECG Review
WELL Health Technologies has struck a strategic partnership with AI‑leader AliveCor to embed Canadian‑licensed cardiologists into the Kardia platform. The service promises clinician‑reviewed ECG results within 24 hours, targeting a 53% rise in elective cardiology wait times and an average...
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...
Congress Pushes MATCH Act to Block AI Chip Equipment Sales to China, Tightening Export Controls
A bipartisan group of lawmakers introduced the MATCH Act in the House, expanding bans on advanced semiconductor manufacturing equipment to China. The bill follows a surge in Chinese imports of such tools—from $10.7 billion in 2016 to $51.1 billion last year—raising national‑security...
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
AI Strategy Undermines Top Talent's Job Performance
#AI Strategy Is Quietly Making The Best People Worse At Their Jobs by Sarah Choudhary @Forbes Learn more: https://t.co/Jt3TNejz8e #ArtificialIntelligence #MachineLearning #ML https://t.co/7WqAgvyXL5
Gemma 4 Dominates Hacker News, Highlights Apache 2 License
Sheesh, Gemma 4 stayed at the top of Hacker News for most of the day yesterday. A lot of the positive vibes were around the Apache 2 license. More on that, from @Sam_Witteveen: https://t.co/0GXUntxySL Also, @matthewmccull explains the Android angle: https://t.co/pG5RBKO3aP
Anthropic CCO Warns of Monthly Token Bill Shock
We caught up this week with Anthropic chief commercial officer @realpaulsmith who was basically saying “we send these big companies bills every month for their tokens” and the sticker shock seems real