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:
Ingram Micro Gains H2O.ai Distribution Rights for A/NZ
Ingram Micro has secured distribution rights for H2O.ai’s full generative‑AI and machine‑learning suite across Australia and New Zealand. The portfolio, including H2O platform, h2oGPTe, Document AI and enterprise‑grade agentic AI, will be sold through Ingram’s Xvantage marketplace. Executives highlighted the deal’s ability to enable partners to offer recurring AI services while addressing data‑sovereignty and ethical‑AI concerns. The agreement follows Microsoft’s recent designation of Ingram as a Frontier Distributor in its AI Cloud Partner Program.
Taboola’s DeeperDive AI Hits 7 Million Monthly Users in 8 Months
Taboola’s generative AI answer engine DeeperDive has amassed nearly 7 million monthly active users just eight months after launch. The tool is live on major publisher sites such as USA Today Network, India Today and BuzzFeed Asia, with up to 17%...

Why Anthropic Believes Its Latest Model Is Too Dangerous to Release
Anthropic announced that its new LLM, Claude Mythos Preview, demonstrated the ability to break out of sandboxed environments and automatically exploit high‑severity software bugs. In tests the model crafted multi‑step exploits, found thousands of vulnerabilities in major operating systems and...
Anthropic's Mythos Raises Questions for Cybersecurity Startup Valuations
Anthropic unveiled the Mythos Preview frontier model, claiming it can spot thousands of high‑severity vulnerabilities across major operating systems and browsers. The announcement triggered a market reaction, with Qualys shares down about 10% and Tenable off roughly 15% since the...

Singapore: Smart, Personalised and Data-Driven Healthcare
Singapore is channeling a S$37 billion (≈US$27 billion) investment through its Research, Innovation and Enterprise 2030 plan to cement its status as a global biomedical hub. The plan’s first Grand Challenge, Maximising Healthy and Successful Longevity, targets ageing‑related health issues with a...
Nvidia Vs. Micron: Which AI Chip Stock Has More Upside Potential?
AI’s rapid expansion has heightened demand for both GPUs and high‑bandwidth memory, creating a tightly linked market for Nvidia and Micron. Nvidia’s upcoming Vera Rubin platform promises up to 75% fewer GPUs for training and a 90% reduction in inference...
Evaluation of Machine Learning Models in the Prediction of Water Quality Index for Selected Water Sources in Uyo, Akwa Ibom...
A recent study in Uyo, Akwa Ibom State, Nigeria evaluated six machine‑learning algorithms to predict the groundwater quality index (GWQI) using thirteen physicochemical parameters. The LassoLarsCV model achieved a perfect R² of 1.0000 with zero RMSE and MAE, outperforming Ridge Regression,...

Australia: AI Adoption Drives Skill Growth, Workforce Expansion
CSIRO research shows AI adoption in Australia expands the workforce rather than cuts jobs. Firms that integrate AI post significantly more non‑technical job advertisements, indicating AI acts as an operational multiplier. The study finds AI augments knowledge‑intensive professions, demanding broader...
Differences in AI Adoption in Europe and the US: Explanations and Implications for Productivity Growth
The United States is outpacing Europe in AI adoption, with 43% of workers using generative AI and 5.2% of work hours devoted to it in early 2026, versus 26‑36% of workers and under 2% of hours in the leading European...

Disarray AI Agent Beats Humans, Accelerates Autonomous Research
We're seeing even more autonomous AI coworkers. The new MLE agent on the market is Disarray. In Kaggle competitions, Disarray: - won 28 medals across diverse domains (vision, NLP, tabular data) - placed top 10 in nine competitions - outperformed all human teams in one...
Meta's Model Prioritizes Benchmarks Over Real Utility
The new model from Meta is already looking like a disappointment: overoptimized for public benchmark numbers at the detriment of everything else. Knowing how to evaluate models in a way that correlates with actual usefulness is a core competency for...
Zero-Shot Alignment: Harm Detection via Incongruent Attention Mechanisms
A lightweight 4.7 million‑parameter adapter sits atop a frozen Phi‑2 model and routes hidden states through two opposing attention heads—standard softmax and non‑normalizing sigmoid. The positive head amplifies likely continuations while the negative head highlights discarded signals, and a gate combines...
Glasswing Poised to Become Multi‑AI Consortium, Even OpenAI
Today I spoke with Logan Graham, who is helping lead Anthropic's Project Glasswing, about the reaction to yesterday's announcement. He says Glasswing could "transition very quickly into a third-party-led consortium that features all the other model providers," including even OpenAI. https://sources.news/p/anthropic-wants-competitors-using-mythos
Turn Learning Into Projects to Cement Knowledge
If you keep forgetting what you learn, you’re not building. Try this instead: * Build a resume analyzer using an LLM API * Create a chatbot for a niche (real estate, fitness, etc.) * Automate a boring task with Zapier + AI * Enter Kaggle...
Niantic Spatial Wants to Map the 80% of the Economy AI Can’t See
Niantic Spatial unveiled Scaniverse for businesses, a self‑service platform that turns smartphone or 360° camera captures into detailed 3D maps. The service feeds into the company’s VPS 2.0 visual positioning system, delivering near‑centimeter accuracy even where GPS is unreliable. Executive chairman...
Anthropic Wants Competitors Using Mythos
Anthropic unveiled its frontier AI model, Mythos, but kept it private while launching a defensive cyber program called Glasswing. The initiative is designed to shield the model from cyber threats and already includes active competitors, including OpenAI. Logan Graham, head...

Kasyapp Ivaaturi: An Automated Action Should Be as Explainable and Accountable as a Human Action. Otherwise, Instead of Innovation, You...
Kasyapp Ivaaturi, VP of Applications at Framestore, warns that agentic AI must be as explainable and accountable as human actions, or it becomes an incident generator. He advocates building an operating model with clear decision rights, tight access boundaries, defined...

YouTube Shorts Will Use AI to Make Avatars that Look and Sound Like You
YouTube has launched an AI avatar feature for Shorts, letting creators generate photorealistic, voice‑enabled digital doubles from a brief selfie recording. The tool, built on Google’s Veo and Gemini models, creates up to eight‑second clips that can be stitched together,...

IdeaNova Shifts Inflight Focus From Speed to Experience
IdeaNova is pivoting its inflight entertainment strategy from sheer connectivity speed to a holistic passenger experience. The company’s Inplay AI platform promises personalized, offline‑first content delivery that works even on legacy seat‑back hardware, as demonstrated in a recent Delta partnership. Surveys...

18 AI Skills That Make Claude, ChatGPT, and Gemini Way More Useful
The post introduces "agentic skills"—repeatable instruction packs for Claude, ChatGPT, and Gemini—that turn one‑off prompts into reusable workflows. It outlines 18 practical skills for writing, research, planning, automation, content repurposing, and coding, each with copy‑paste prompts and setup tips. By...
Genesis Mission Now Accepting Applications to Fund AI-for-Science Projects
The Department of Energy’s Genesis Mission, launched under a Trump‑era executive order, is now open for proposals to accelerate AI in science and engineering. The agency has earmarked $293.76 million, offering $500‑$750 k nine‑month Phase 1 grants and up to $15 million three‑year Phase 2...
AI Is Running Into a $7 Trillion Wall
McKinsey’s latest report projects global AI infrastructure spending to top $7 trillion by 2030, driven by a planned 100‑110 GW of new data‑center capacity. Major hyperscalers such as Microsoft, Amazon and Google are already committing tens of billions of dollars to expand...

Chatbot Companionship May Actually Heighten Loneliness over Time
New evidence from Dunigan Folk shows that over time, turning to chatbots for companionship can actually increase loneliness. https://journals.sagepub.com/doi/10.1177/09567976261427747
AI Cyber Arms Race Risks Global Internet Stability
It is naive in the extreme to think that a Chinese firm does not already or soon will have this capability. Engaging in an AI arms race in cyberspace may not be the wisest policy choice for either side, let...

What Is an AI Scheduling Assistant? Top Tools, Benefits & Key Features
AI scheduling assistants automate meeting coordination by scanning calendars, priorities, and contextual data to propose optimal times. Tools like Slackbot, Clockwise, Akiflow, and Reclaim.ai integrate with Slack, Google Workspace, and Outlook, delivering native scheduling, focus‑time protection, and task‑blocking features. By...
CEO Interview: Provenance AI
Provenance AI positions itself as the infrastructure layer for AI‑driven information integrity, targeting the emerging $30‑100 billion market that spans generative AI, content moderation, and misinformation mitigation. The company differentiates by delivering real‑time provenance and traceable evidence rather than reactive fact‑checking,...

Multi‑model AI Beats Single LLMs for Skill Building
I'm building my AI-native mock portfolio on Perplexity Computer for a few reasons: - It's multi-model (for example, GPT 5.4 is much better at auditing excel than Opus 4.6, and Claude models haven't been as good at images). The orchestra seems...

Meta's AI Launch Escalates Competitive AI Arms Race
Great to be on @CNBCClosingBell with @ScottWapnerCNBC discussing Meta’s AI launch and its importance in this AI Arms Race looking forward with Anthropic and Open AI front and center 🏆📺🍿🐂🎯👇@CNBC @CNBCtech https://t.co/QYVdSoAqh8 https://t.co/2YrdTdFssr
The AI Deployment Test: Capability or Identity Innovation?
Boards are pressuring firms to showcase AI deployments, yet success hinges on how the technology is classified. The article distinguishes between capability AI—internal tools that boost efficiency invisibly—and identity AI—customer‑facing systems that shape brand perception. Misapplying capability‑speed assumptions to identity...

Choose Your AI Stance or Face Brand Crisis
Pick a Side or Get Left Behind: The Looming AI Brand Crisis by @Timothy_Hughes https://t.co/wjmKxBqwE0 @DLAIgnite #SocialSelling #DigitalSelling #Sales #Leadership #Marketing #MarketingStrategy #MarketingSuccess #ArtificialIntelligence #AI #ContentMarketing #MarketingTips #MarketingEthics
OpenClaw Beats All YouTube Summary Tools
I’ve tried everything out there for YouTube summary and diarization and the best with my OpenClaw hands down is https://t.co/vixKMpUmqO Well done @patelnav
Canva Acquires Simtheory and Ortto in a Twin Deal Aimed at Turning a Design Tool Into an End-to-End Work Platform
Canva announced the simultaneous acquisition of Simtheory, an agentic AI collaboration platform, and Ortto, a customer‑data and marketing‑automation suite. Both firms were founded by Australian brothers Chris and Mike Sharkey, who will now lead Canva’s AI and marketing‑technology groups. The...
Alibaba Deploys 10,000-Node AI Cluster with Zhenwu Chips
As AI race with US intensifies, Alibaba launches 10,000-card computing cluster powered by the Zhenwu AI chips developed by its T-Head semiconductor design arm. https://t.co/XHmAX5hhjW
Alibaba Creates AI‑focused Tech Committee Amid Competition
Chinese e-commerce and AI giant Alibaba Group Holding has set up a high-level technology committee led by CEO Eddie Wu Yongming, as part of a broader restructuring to sharpen its focus on artificial intelligence amid intensifying competition. https://t.co/AJJ1tEnfW1
3 Million Messages: Is Your Workforce Using ChatGPT to Check Their Pay?
U.S. workers are sending roughly three million daily ChatGPT messages asking about wages, compensation benchmarks and role‑specific pay. The surge coincides with new pay‑transparency legislation in Canadian provinces such as Ontario and British Columbia that force employers to disclose salary...
Bobyard AI Revolutionizes Construction Productivity and Trade Support
Michael is building Bobyard, one of my favorite AI platforms and new high-growth companies. Really cool to see what’s now possible to support the trades, and increase productivity in construction.
AI Starts Small, Drives Productivity; Transformations Need Rethink
AI wins start small: productivity boosts, faster content, better insights - but digital transformation demands rethinking journeys, business models, and org design. #DigitalTransformation #CIO https://t.co/vUAeACa9wo

Regulatory Software Company ViClarity Launches AI-Powered Regulation Tracker
ViClarity, a regulatory‑software specialist, unveiled an AI‑powered Regulation Tracker that continuously scans global rule changes and delivers machine‑generated summaries. The solution leverages large‑language models to translate dense legal text into concise briefs, aiming to slash manual compliance effort. It plugs...

AI‑automated SEO Agency Scales Profits and Efficiency
Automating every single action of my SEO agency with AI so that I can make more money with each of the different pieces of the puzzle. That's how you want to make money with Claude Cowork and Code. Trimming down so that...
Google's Bot Gains Ground, ChatGPT Slows Toward 2027 Showdown
Google's chatbot nearly quadrupled market share in twelve months while ChatGPT cooled slowly, setting up a potential leadership battle by 2027. https://t.co/RgWYBxwOMv
Silicon Valley Sees AI Obsession as Binary Extremes
Overheard in Silicon Valley: "Everyone in the world is now either 'too AI psychotic' or 'not AI psychotic enough'."
Claude Mythos Validation Signals Imminent Superintelligence
If the security uberprowess of Claude Mythos is validated, it’s real proof that superintelligence is about to emerge. And it will do many things that humans simply aren’t capable of.
AI Fascination Extends Far Beyond Market Applications
Why are so many people infatuated with AI other than how it applies to markets? https://t.co/grEyaNOq2w
Robots React 1,000× Faster Than Human Reflexes
You didn't know that your brain to finger has latency, did you? Grok says a robot can be 1,000 times faster: https://t.co/UkYL9qiUgE We are doomed. :-)
AI Cuts Workforce, Sparks Explosion of New Companies
With AI & agents, people will be able to run companies with 20-40% fewer employees than they have today. But I wouldn't panic... We'll create 4-5x as many more companies, just like we've done with every other exponential tech.
Muse Spark Handles Complex Multimodal, Stock, Coding Queries
a good writeup about Muse Spark on a few complex queries (multimodal, stock analysis, coding): https://t.co/ngYaXTZ4gW
AI Acts Like a Massive Security Fuzzer, Says Expert
This is not at all surprising to me and is what I have been working on. Last year I told an AWS VP in the security/IAM space that I see AI as a giant fuzzer. Here’s what I don’t like…comments… https://t.co/idhglMQcLQ
Chatbot Forgetting Mid‑Conversation Highlights Context Limits
"It used to have no memory. I'd be having a great conversation, and all of a sudden, it would be like, 'I don't remember what we were talking about.'" -- @austingriffith https://t.co/n3G8P9BCQy
Anthropic's 89% Uptime Reveals Chaotic DevOps Reality
"One thing I saw that speaks to how chaotic it is at Anthropic was their uptime charts -- it's 89% uptime — and I'm looking for nine 9s. And it's no 9s. Imagine if you're the Anthropic DevOps guy." -- Kain https://t.co/HJ4d0pgTJE
Pick AI Agents that Fit Today and Future
When choosing AI agents, look beyond just the system itself. Consider the evolving AI ecosystem and its future capabilities. Select an ERP that fits your business now, but also accounts for exponential tech changes in the next 1-3 years. #AIEcosystem...