Today's AI Pulse
AI agents challenge existing cybersecurity frameworks
Multiple outlets report that autonomous AI agents are being put to the test against current cybersecurity standards, sparking debate over governance and budget allocation. The rise of these agents is seen as a potential catalyst for unlocking cyber‑budget resources that CISOs have long sought, while questions arise about who authorizes the underlying algorithms.
Also developing:
By the numbers: OneRobotics acquires Nanoleaf for $40M
TrafficLiteEdu: How to Clearly Define AI Use in Schools - HoET268
In this episode of the House of EdTech, host Chris Nessy talks with former middle‑school math teacher Derek Trankina about TrafficLiteEdu, a Google Classroom add‑on that lets schools embed clear AI usage policies directly into assignments using a simple traffic‑light color system. Derek explains how the tool evolved from a discreet check‑for‑understanding widget into an AI governance solution after a principal asked for a policy‑communication aid. He describes how teachers and administrators can customize color‑coded policies, control district‑wide settings, and gather usage data to ensure consistent, transparent AI practices in classrooms.
AI Benchmarks Systematically Ignore How Humans Disagree, Google Study Finds
Google Research and Rochester Institute of Technology examined how AI benchmarks handle human disagreement. Their study shows the common practice of using three to five annotators per test item often fails to produce reproducible model comparisons. By simulating thousands of...
The Human Advantage in the Age of Generative AI
A new study comparing Stable Diffusion, GPT‑4o and human creators finds that AI trails humans in visual creativity unless steered by human ideas. When humans provide prompts, AI approaches the output quality of non‑expert creators, but alone it performs worst....
The Prompt that Made AI Actually Useful for Learning:
The post argues that the way you prompt AI determines whether you truly learn or simply skim information. It replaces generic requests like “Explain this topic” with structured prompts that focus on the 20% of content delivering 80% of value,...
AI Chatbot Traffic Grows Seven Times Faster than Social Media but Still Trails by a Factor of Four
Similarweb’s latest analysis shows AI chatbot platforms attracted 9.3 billion visits, a figure that is four times lower than social media’s 41 billion. However, chatbot traffic grew 44.4% year‑over‑year, outpacing social media’s 6.3% growth by a factor of seven. The audience demographics...
Federal Government Publishes ‘Expectations of Data Centres and AI Infrastructure Developers’
The Australian Federal Government released a policy paper outlining its expectations for data‑centre operators and AI infrastructure developers. The document sets clear standards on energy consumption, water use and national‑interest considerations, echoing recent Australian Financial Review coverage of the sector’s...
Apple Shifts AI Strategy Toward Privacy and Integration
Apple may have fallen behind in the first wave of AI, but the story is not over. Its privacy-first approach limited access to the data needed for rapid progress, while competitors moved faster. Now, Apple is recalibrating, including partnerships like using...
OpenClaw Vs. Anthropic & The AI Harness War
Anthropic announced on April 4, 2026 that it is terminating subscriptions that powered third‑party agentic AI harnesses. The move ends a service that allowed external developers to embed Anthropic's models into their own autonomous agents. Analysts view the decision as...
How to Steal Any AI Image Prompt (The Free Gemini Method That Works in 2026)
The post outlines a free method for extracting complete AI image prompts using Google Gemini. By uploading a screenshot, users receive detailed style, lighting, color, and composition data that can be fed into any generator such as Midjourney or DALL‑E....
Alibaba's Qwen Team Makes AI Models Think Deeper with New Algorithm
Alibaba’s Qwen team introduced Future‑KL Influenced Policy Optimization (FIPO), a reinforcement‑learning algorithm that weights each token by its downstream impact on reasoning. By assigning credit more precisely, FIPO extends chain‑of‑thought lengths from roughly 4,000 to over 10,000 tokens. On the...
Replit's X API Powers Instant AI Apps for Everyone
Met a founding engineer today from @Replit. Jen Li. We were both judging the @Pokee_AI hackathon. They have me some credits and I built two apps in 20 minutes using the X API:a weather one which mapped storms being reported...
Deepseek For Ecommerce: How AI Chatbots Are Transforming Online Business
Deepseek for ecommerce is an AI‑powered chatbot platform that leverages deep learning and natural‑language processing to deliver real‑time, personalized customer interactions. It integrates with shopping carts, CRM systems, and payment gateways, enabling 24/7 support, product recommendations, order tracking, and automated...
How Is AI Transforming Interactive Services for Law Firms?
Artificial intelligence is reshaping how law firms interact with clients, moving from manual intake to automated, AI‑driven services. AI‑powered chatbots and virtual assistants now field routine inquiries, schedule consultations, and even draft basic documents, cutting response times dramatically. Predictive analytics...
Execution Solved; Judgment and Context Remain AI Challenge
When you ask an agentic AI to implement your design… it executes perfectly. The gap: judgment and context. Execution is solved. Judgment and context aren’t. Agentic systems can act autonomously. But they don’t always understand what matters… or why. This is where things start to...
Context Layer Essential for Enterprise AI Amid Knowledge Gaps
One of the core things we’re going to have to contend with in AI is that even the most advanced models in the word can’t have all the relevant knowledge needed to be useful, because everyone has different use-cases and...
UK Courts Anthropic to Expand in London After US Defence Clash
A UK court has ordered AI startup Anthropic to expand its London operations after a dispute with the U.S. Department of Defense over the use of its models. The ruling requires Anthropic to create roughly 200 new jobs in the...
Geopolitics Spurs UK AI
Geopolitics rewires AI supply chains: UK courts Anthropic after US DoD clash, boosting local AI hub potential. Policy/reputational risk persists. Trade: buy UK AI/tech stocks on pullbacks. — Viktor Kopylov, PhD, CFA More insights: t.me/si14Kopylov
Claude Cowork Streamlines Project Planning and Content Creation
Been using Claude Code for ages but decided to try Claude Cowork on MacOS desktop app & setup Claude Cowork project to organise/plan my new Subtack I created https://ai.georgeliu.com. So draft posts, image assets all generated within project & even...
China's 15th Five-Year Plan Launches Manufacturing Projects to Create Millions of Skilled Jobs
China unveiled major manufacturing and infrastructure projects under its 15th Five-Year Plan, aiming to generate millions of skilled jobs and raise wages. The plan emphasizes AI, integrated circuits, biomanufacturing and new‑energy, while pledging vocational training for over 10 million workers.
Run Google Gemma 4 Locally with LM Studio & CLI
More local AI testing with Google Gemma 4 26B-A4B via LM Studio desktop app and also via headless CLI and using Claude Code https://ai.georgeliu.com/p/running-google-gemma-4-locally-with 🤓
New AI Image Creator Supports Claude & Multiple Models
Updated my AI Image Creator skill to support both Claude Code & Claude Desktop & Claude Cowork. You can now ask Claude to generate images via Google Gemini 3.1 Image Flash (Google Nano Banana 2), Flux 2, Riverflow 2 Pro,...
Cleary Gottlieb Partner Warns AI Could End Billable‑Hour Era
Michael Gerstenzang, senior partner at Cleary Gottlieb, says generative AI is eroding the traditional billable‑hour model. He predicts firms will move toward pricing based on speed, outcomes and subscription models as software handles routine work at lower cost.
Tom Steyer Proposes AI Token Tax to Fund California Sovereign Wealth Fund
Billionaire gubernatorial hopeful Tom Steyer unveiled a plan to levy a token tax on AI data processing, channeling the proceeds into a Golden State Sovereign Wealth Fund for education, job training and cash dividends. The proposal, aimed at offsetting AI‑driven...
Alberta Ditches Environmental Review for Kevin O’Leary’s AI Data Centre
The Alberta government, led by Premier Danielle Smith, announced today that it will forgo a formal environmental assessment for Kevin O’Leary’s proposed AI data centre, the world’s largest of its kind. Officials say the fast‑track approval will help position the...
Perplexity AI Sued in Class Action over Alleged Data Sharing with Meta, Google
Perplexity AI is confronting a proposed class‑action lawsuit filed in Utah that alleges the company secretly transmitted user chat transcripts to Meta and Google, even when users enabled its Incognito mode. The complaint claims the practice violates privacy statutes and...
AI Could Spawn a New Middle‑Management Tier, Podcast Warns
Charlie Warzel’s Galaxy Brain podcast hosted AI experts Johnathan and Melissa Nightingale, warning that generative AI agents may force many employees into a new middle‑management role. The discussion cites Anthropic CEO Dario Amide’s prediction of a 10‑20% rise in unemployment...
Product Manager Turns AI Prompt Into $2 Postcard App, Hits 100 Users
San Francisco product manager Priscilla Tina launched Postcard Press, an AI‑driven app that lets users send photos as $2 postcards. In its first three months the service logged about 100 users and a viral Instagram reel that amassed over 80,000...
Tesana's Generative‑AI SaaS Lets Anyone Build Video Games, Gains 10,000 Users
Tesana unveiled a SaaS platform that converts written prompts into functional video games, drawing roughly 10,000 paying customers within its first two weeks. The startup aims to democratize game development, targeting a future of 100 million new creators.
Companion Robot Abi Rolls Out to West Coast Senior Communities
Andromeda Robotics founder Grace Brown has introduced Abi, a socially interactive humanoid robot, into senior living communities across California and Washington. The robot, already operating in Australian facilities, can converse in 90 languages and is positioned to address the loneliness...
Zero‑Code AI: Build Anything Without Technical Skills
The absolute yolo no f-s given guide to building whatever you want with AI as a non-technical / minimally technical person.
AI at War: Five Things to Know About Project Maven
Project Maven, the Pentagon’s flagship AI program launched in 2017, has evolved from a drone‑footage analysis tool into an AI‑assisted targeting and battlefield management system. The system fuses satellite imagery, sensor data and troop intelligence to accelerate the kill chain,...
AI Blood Test Shows Promise for Simultaneous Detection of Six Brain Disorders
Researchers at Lund University unveiled ProtAIDe‑Dx, an AI system that analyzes blood‑based protein patterns to diagnose six neurodegenerative conditions at once. The model achieved up to 95% balanced accuracy for ALS and 92% for Parkinson’s, signaling a potential shift in...
Why People Push AI Note‑Takers Out
I've noticed some folks get triggered by AI note takers. What's your biggest reason for kicking them out?
Embedding AI Natively Beats Building It On Top
78% of B2B companies implement AI. 95% boost budgets. The gap between AI-native and non-AI-native keeps widening anyway. Because most build AI on top. The winners build it in. Databricks just embedded AI directly into ETL. That's the difference. https://t.co/iMo83MW8zf
Meta CTO Andrew Bosworth Urges Students to ‘Constantly Be Building’ in Instagram AMA
During a high‑visibility Instagram Ask Me Anything, Meta chief technology officer Andrew Bosworth told college students to “constantly be building.” His advice blends modern AI‑assisted coding with classic hardware tinkering, underscoring Meta’s push to attract the next generation of engineers...
Tao's Paper Validates LLMs; Many Still Dismiss Them
The latest paper by Terry Tao acknowledges use of LLMs. Yet many researchers still think they are worthless for research. https://t.co/vlQE6IlpY8
Free Chatbots Boost Communication—Find Your Perfect Platform
Discover the potential of free chatbots and how they can enhance your communication experience with AI. Explore various platforms and find the one that suits your needs. https://t.co/DZcGj6V2H8
Wayve Rolls Out New Software as Waymo Cuts Sensor Count by 42% and Ties Up with Toyota
Wayve debuted its latest autonomous‑driving software in San Jose, aiming to undercut Waymo on hardware costs. Waymo responded by unveiling a vehicle that uses 42% fewer sensors and announced a preliminary partnership with Toyota to bring its AI to personal...
Machines May Soon Boost Human Cognitive Abilities
The integration of machines into cognitive processes raises questions about enhancing human intelligence and capabilities. Can these technologies significantly augment our brain functions? Read more: https://t.co/azR1CjU8SB
Closing Release Gaps to Prevent Repeat Mistakes
Love this response from GPT 😂😂 The native admin coverage is committed. Next I’m closing release-process gaps: build pipeline readiness, QA safety, and the Codex/Claude guardrails so future sessions don’t repeat the mistakes we already paid to find.
China's AI-Driven Port Fully Automates Cargo Handling
Fully #Automated: China’s #AI-Powered Port Moves Cargo Without Humans by @_fluxfeeds #ArtificialIntelligence #MachineLearning #ML #MI https://t.co/Vvq8b8QW37
AI-Powered OpenClaw Automates Developer Tasks at Startup
Wall Street Journal: Startup Uses AI and OpenClaw to Automate Developers ... our secret weapon at @getjustpaid . https://t.co/K5Zx4gPVl2 https://t.co/TcLCMfkdMl
AI Supercharges Productivity, Turning Ideas Into Action
Really? Because my wheels spin like crazy on AI and now I can actually implement a lot of ideas I didn’t have time for before.
NVIDIA's “Open” AI Standard May Mask Vendor Lock‑In
Is NVIDIA creating an open standard for enterprise AI agents, or are they following AWS's old playbook, locking vendors into their infrastructure under the guise of open source? It seems vendors might be getting a taste of their own medicine....
Claude and Grok Outperform Gemini in Direct Source Checking
On that test, Claude and Grok are currently more aligned with user expectations. Gemini remains powerful, but in this workflow it often behaves more like a search-grounded retrieval system than a direct source-checking system. https://t.co/OxLcghJU0n
Chery's AiMOGA Humanoid Robot Becomes Chinese Traffic Officer
Chery’s AiMOGA Humanoid #Robot Joins Traffic Police in China by @XRoboHub #AI #Robotics #Engineering #Innovation #Technology https://t.co/f4FqZMn1FK
Voice AI Revolutionizes Workflows Beyond Vibe Coding
Great article by @tim_keary on Vibe Coding Is Just The Start. How Voice AI Is Transforming Workflows Happy to be quoted in the @Forbes article https://t.co/XREGcCewsJ
Machine Learning Links Spironolactone to Reduced Fibrosis Risk
Spironolactone and Fibrosis in Heart Failure Risk: Machine Learning Analysis of HOMAGE Trial Plasma Proteomics https://t.co/Ho2RL0RhO4 https://t.co/cHkogagDTt
More Open‑Source Models Means Better Quality
Simply speaking, quantity has quality of its own, and that rules apply especially well to Open Source Models [of all modes]! cc @NVIDIAAI @NVIDIAAIDev #GTC2026
Unified Data Taxonomies Prevent AI Hallucinations, Artemis 2 Shows
Artemis 2 isn't just about space exploration; it's a critical lesson in the #ExecutiveCostOfBadData. Just like astronauts need a shared language for lunar data, enterprises need high-fidelity data & unified taxonomies to avoid #AIHallucinations. Crucial insights for leaders deploying AI!...