AI Adoption Outpaces Readiness, CEOs Double Down on Spending
AI adoption is outpacing operational readiness, prompting CEOs to increase AI spend despite weak results. Research cited shows 95% of generative‑AI pilots fail to boost revenue and over 40% of AI‑agent projects could be cancelled by 2027, heightening concerns about AI‑related debt and employee fatigue.
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By the numbers: Microsoft announces $10B AI investment in Japan

OpenAI’s ChatGPT‑5 advances to ‘PhD‑level’ reasoning with a unified model and a one‑million‑token context window, enabling enterprises to process larger datasets, automate multi‑step workflows and extract richer insights. Those gains come with heavy infrastructure demands—heightened bandwidth, compute and latency sensitivity—that risk degraded performance, costly downtime and reputational damage if networks and hybrid estates aren’t optimized. Companies should prioritize network acceleration, unified observability and AIOps to ensure scalability, security and uptime so they can realize GPT‑5’s productivity benefits without crippling operational disruptions.
AI video is doing same as Tesla Self Driving: upgrading quickly. The robotics entrepreneurs in San Francisco told me about VLAs today. Vision Action Models. The AI can now understand the world in real time. Important for robotics. And same kind of...
In this episode of the AI in Business podcast, Xiong Liu, Director of Data Science and AI at Novartis, discusses how generative AI and foundation models are reshaping life‑sciences R&D, from clinical workflows to collaborative research. He emphasizes the need...
Businesses are racing to deploy AI but lack of cost transparency risks turning promising projects into expensive failures, argues Apptio. With 68% of tech leaders planning bigger AI budgets and 39% expecting AI to drive future budget growth—despite an average...
OpenAI launched ChatGPT Atlas, an AI-enabled web browser now available on macOS with Windows, iOS and Android support coming soon, and CEO Sam Altman set to formally unveil it in a livestream. Atlas positions OpenAI to challenge Google Chrome and...
New research and industry data position AI-enabled PCs—laptops with on-device neural processing—as catalysts for creativity-driven productivity, with MIT Sloan and HP-backed findings showing generative AI can enhance human creativity when workers have the right tools. Early adopters report measurable gains:...
What is #LLMO? Optimize content for AI & large language models! https://t.co/6Jdoo8FXds #LLMs #LLM #genai #GenerativeAI #AI #artificial_intelligence #SEO #searchengine @SpirosMargaris @PawlowskiMario @mvollmer1 @gvalan @ipfconline1 @LaurentAlaus @Shi4Tech @Fisher85M @kalydeoo @Ym78200 @Nicochan33 @chboursin @3itcom @Fabriziobustama @sallyeaves @helene_wpli @ahier @rwang0 @EvanKirstel @RLDI_Lamy @Analytics_699 @Khulood_Almani...
Holy shit. @tesla Self Driving. Wow. @WholeMarsBlog was right. Even the matrix headlights improved. Waymo is way inferior. https://t.co/FpdBKQlpMB

Nathaniel Whittemore argues that a slowdown in achieving artificial general intelligence does not signal an AI bubble, pointing to concrete industry shifts that show AI’s transformative impact. He draws on consulting trends—lower delivery costs, evolving client expectations, and the rise...
DeepSeek OCR, More Than OCR! https://t.co/pIoCgsugxO #OCR #deepseek #deepseekocr #LLMs #genai #AI #GenerativeAI #artificial_intelligence @AlbertoEMachado @Eli_Krumova @postoff25 @Khulood_Almani @anand_narang @NutritiousMind @baski_LA @TanyaSinha_ @devaang @AlAmadi1 @jeancayeux @enilev @efipm @mvollmer1 @Nicochan33 @RagusoSergio @FrRonconi @Shi4Tech @sallyeaves @LaurentAlaus @Fabriziobustama @smaksked @MargaretSiegien @PawlowskiMario @gvalan @Ym78200 @mikeflache...
Bryan Cranston, OpenAI, SAG-AFTRA and major talent agencies issued a joint statement saying OpenAI has “strengthened guardrails” around Sora 2 after unauthorized deepfakes of Cranston—including a viral image of him taking a selfie with Michael Jackson—appeared on the app. OpenAI...

Hugging Face updated its open‑source AI Sheets tool to add full vision support, letting users view, extract, analyze, generate and edit images directly inside spreadsheets using thousands of open models via Inference Providers. The release enables tasks from receipt line‑item...
A new practical guide maps the rapidly evolving landscape of open‑weight vision‑language OCR models, explaining when to fine‑tune versus use off‑the‑shelf models and how to move beyond basic transcription to multimodal retrieval and document QA. It compares leading open models...

The post surveys recent AI‑infrastructure news and interviews, highlighting Amazon’s lawsuit against Perplexity, OpenAI’s $38 billion AWS partnership, Nvidia’s $5 trillion valuation, and emerging AI applications from enterprise workflow to defense and digital legacy. It underscores how shifting cloud alliances, regulatory scrutiny,...

In a recent episode of the *In AI We Trust?* podcast, EqualAI CEO Miriam Vogel interviews Nicholas Thompson, CEO of *The Atlantic*, about navigating the looming "AI hurricane" and the evolving role of journalists in AI literacy. Thompson outlines his...
GPT-6 by the end of the year? "And honestly, I don't think it's going to be happening. It would be very weird to have this massive launch GPT5 really a fundamental shift in the way users interact with chat GPT...
What even is AGI anymore? A new paper attempts to define it. "So our definition of AGI is an AI that can match or exceed the cognitive versatility and proficiency of a well-educated adult. To measure this, we assess multiple...

Meta’s AI mobile app saw a sharp uptick in users and downloads after introducing its Vibes short‑form AI video feed, with daily active users rising to 2.7 million as of Oct. 17 from about 775,000 four weeks earlier and installs...
Most leaders assume technical competence = AI proficiency. Wrong - it's a separate, trainable skill that needs explicit development across the org. And some people are primed for that mindset. Our AI courses have trained hundreds of thousands of business professionals...
Nice, short post illustrating how simple text (discrete) diffusion can be. Diffusion (i.e. parallel, iterated denoising, top) is the pervasive generative paradigm in image/video, but autoregression (i.e. go left to right bottom) is the dominant paradigm in text. For audio I've...
Friend AI’s founder publicly highlighted a spontaneous “Friend protest” in New York after the company’s $129 chatbot-necklace and its >$1 million subway ad push drew widespread ridicule and vandalism. Founded in 2023 and only shipping this summer, the wearable has...
Most teams dream of using AI to save them from complexity. The dashboards, the messy reports and the endless debates over numbers. Everyone wants a magic switch. The reality is less cinematic. AI doesn’t clean up the mess for you. It...

GPTQ is a post-training, weights-only quantization method that compresses a model to int4 layer by layer. For each layer, it uses a second-order method to update weights while minimizing the error on a calibration dataset. It comes built-in in Keras 3...

The Federal Trade Commission quietly removed three Lina Khan‑era blog posts on open‑source AI and consumer harms—published July 2024, October 2023 and January 2025—according to Wired, part of a broader purge that previously included roughly 300 AI‑related posts. The deletions...
Excited to announce the next session in my Smart SaaSy Webinar Series — “The Black Box Problem: Do We Need to Understand How AI Works to Trust It?” I’ll be joined by Dr. Eva-Marie Müller-Stüler — global AI & data...
Kohler introduced the Dekoda, a clamp-on toilet sensor that uses optical spectroscopy to analyze waste for hydration and gut-health indicators and to discreetly alert users to blood; the device is available for preorder at $599 with shipments starting Oct. 21....

OpenAI has issued broad subpoenas to at least seven nonprofits that criticized its shift from nonprofit to commercial governance as part of its legal battle with Elon Musk, demanding extensive financial records, communications and documents related to OpenAI’s restructuring. Recipients...
Zocdoc CEO Oliver Kharraz told TechFutures that AI chatbots are poised to replace “Dr. Google,” but Zocdoc expects to remain the underlying infrastructure that powers AI-driven scheduling and access to care. The company touts that a plurality of bookings occur...
ChatGPT Danger: 5 Things You Should Never Tell The AI Bot Protect yourself and your privacy. Here are five sensitive things you should avoid sharing with ChatGPT or any conversational AI. Read more 👉 https://lnkd.in/eD2ARRhq #ChatGPT #Privacy #AIUsage #BernardMarr

A Dreadnode proof‑of‑concept demonstrates AI malware that runs locally on on‑device LLMs (Phi‑3‑mini via ONNX), autonomously exploiting misconfigured Windows services to escalate privileges—flagging a nascent threat limited today to high‑end workstations and CoPilot+ PCs but with serious security implications as...

Bank of America won Forrester’s inaugural 2025 Data & AI Impact Award for an enterprise‑wide AI strategy that blends scale, trust and enablement to drive measurable business outcomes. The bank’s AI footprint includes 50 million users of its Erica virtual...

Napster has relaunched as a hardware and software AI company with Napster View, a $99 holographic screen that mounts to MacBooks (M1+) and surfaces a library of some 15,000 agentic AIs for tasks from design and wellbeing to business planning....

In this episode Paul and Martin cut through AI hype for marketers, emphasizing that generative search demands high‑quality, well‑structured content and strong distribution rather than chasing fleeting "AI SEO" tricks. They review Anthropic’s new Haiku 4.5 and Claude Skills, note Claude’s...

It do be like that these days... 😅 I remember when we had to fine-tune an ImageNet-pre-trained CNN and preprocess the image to then send it and get a top-5 classification that was somewhat accurate... Now ChatGPT describes every pixel...

Researchers at the University of Washington are piloting research into AI “surrogates” that could one day help doctors and families make end‑of‑life decisions for incapacitated patients, though no hospital has yet deployed such systems. The project, led by resident fellow...

Startups including Bunkerhill Health, Nanox.AI and HeartLung Technologies are applying AI to routine chest CT scans to automatically detect and quantify coronary artery calcium (CAC), potentially flagging millions of patients at elevated risk of heart attack who are currently missed....
How do we power a world demanding more energy, intelligence, AND resilience – simultaneously? Nov 3-6, Abu Dhabi becomes the epicenter of this transformation at #ADIPEC2025 🌍⚡ Energy. Intelligence. Impact. Excited to see prominent US leaders joining: 🏛️ Doug Burgum, Secretary of the Interior...
The 5 Robotics Trends In 2026 You Must Get Ready For Now In 2026, #artificialintelligence is moving from software into the physical world through humanoid #robots , #autonomous vehicles, and collaborative machines, transforming workplaces and cities. From #robotaxis operating in...
Awesome to see Veo 3.1 top the LMArena video leaderboards by a large distance with big improvements over Veo 3.0 for text-to-video (+30) and image-to-video (+70)! 🔥Huge congrats to the team! Try it for yourself in https://t.co/QgTpxTL8DQ and the @GeminiApp
Quick insights on OODAcon and how we will help add jet fuel to your OODA Loop, with @junaidislam. Bottom line: This is about ensuring you are ready to orient yourself to compete and win in the new AI enabled world....

this time last year post-@stateofaireport we heard lots of “is ai a bubble” chatter, just like we do today we wrote a piece on @airstreetpress arguing that ai is not like the dot com thinking of writing up a v2...
got to chat about the @stateofaireport on @tbpn last fri w/@johncoogan @jordihays, incl. bits on financing dynamics, how today's ai is magical vs. 12 years ago when i started, ai bubble (yes, no?), nvidia's dominance, ai search/agent experience, industrial policy...
Without checking, what is the message behind the "Bitter Lesson", in your opinion? (a) all other things being equal, using more compute is better. (b) more compute is better than all the other things put together.

🔗 Mixture of Experts (MoE): https://t.co/3CGjgO4H9p https://t.co/QA12nBeW0i
The danger of AI dependency https://t.co/HFtMCYQf9g #AI #GenAI #TechNews #Technology #healthcare #Innovation #Tech #ArtificialIntelligence
Even though this particular example worked out as you'd expect today, Open Source dynamics will certainly change. Accepting and merging contributions is always a risk and has high cost, so trusting an internal AI system for minor codebase improvements may become...
how large the model should be to be called large language model? if it doesnt fit on home gpus, its large?
If you sub-optimally define any problem to require RL, when most can be solved with different approaches, then of course the RL hammer looks like the right solution! Rather than defending RL thru semantics, better would be to ask: how can...

I am so very obsessed with the new Claude layout. https://t.co/BdqmCg9BU2
"Meta" Grants Parents Wider Powers to Protect Teens from "Flirtatious AI" https://t.co/LvkJaPspkc #ParentingTips #parenting #Meta #AI #artificial_intelligence @PawlowskiMario @chidambara09 @Ym78200 @CurieuxExplorer @efipm @bigfundu @sayedflah @Ronald_vanLoon @cyngn @belindabeibi @odisseiaalfa @DigitalColmer @MyCompanionsAI @KirkDBorne @patricegorissen @jeffkagan @EdwardKens50830 @enilev @insom_ai333 @ChrisCCrowley @sallyeaves @gurmeet_judge @VairagyaSadhana @andresvilarino...