What Exactly Am I Paying For? Redefining Value in the Age of AI
Consultants are confronting client demands for clearer, outcome‑based value as AI reshapes professional‑services delivery. Smaller firms are already adopting outcome‑based pricing, shifting risk onto providers who must prove AI‑driven ROI through metrics such as productivity gains, cost reductions or new revenue streams. To succeed, firms must master expectation management, transparency around data use, disciplined delivery to avoid scope creep, and build talent capable of leveraging AI for differentiated solutions, while evolving business models toward greater agility. Those that embed AI now are poised to outpace rivals and redefine what clients are willing to pay for.
Apriel-H1: The Surprising Key to Distilling Efficient Reasoning Models
ServiceNow‑AI converted its 15 B attention‑based reasoning model into a hybrid Mamba architecture, achieving 2.1× throughput with negligible quality loss. The breakthrough came from distilling on the teacher’s high‑quality SFT reasoning traces rather than generic pretraining data, and using reverse KL...
VentureBeat Launches “Beyond the Pilot” — a New Podcast Series Exploring How Enterprise AI Gets Real
VentureBeat is launching a new flagship podcast, "Beyond the Pilot: Enterprise AI in Action," premiering on November 19 and sponsored by Outshift by Cisco. The series will feature candid, technically rigorous conversations with senior AI leaders from companies such as...
Cloudflare Explains Tuesday’s Outage that Temporarily Took Down ChatGPT
Cloudflare disclosed that its November 18, 2025 outage – the worst since 2019 – was triggered by a change to a ClickHouse query in its Bot Management system, which produced duplicate feature rows in a configuration file. The bloated file...
Republicans Are Looking for a Way to Bring Back the AI Moratorium
House Republicans are reviving an effort to preempt state AI regulations by inserting language into the National Defense Authorization Act (NDAA). Majority Leader Steve Scalise said the amendment would effectively ban state AI laws, echoing former President Donald Trump’s call...
I Tested Gemini 3, ChatGPT 5.1, and Claude Sonnet 4.5 – and Gemini Crushed It in a Real Coding Task
Google unveiled Gemini 3 Pro, and the author put it to the test by prompting it to build a web‑based Thumb Wars game. Gemini generated functional HTML/CSS/JS code in seconds, iteratively adding features such as customizable masks, 3‑D ring perspective,...
Hugging Face CEO Says We’re in an ‘LLM Bubble,’ Not an AI Bubble
Hugging Face CEO Clem Delangue told an Axios event that the current hype surrounds large language models (LLMs) rather than AI as a whole, warning that the "LLM bubble" could burst as early as next year. He argued that LLMs...
Sen. Warren Presses Trump Admin on Potential AI Bailout Plans
Sen. Elizabeth Warren wrote to White House AI adviser David Sacks and OSTP director Michael Kratsios demanding answers on whether the Trump administration intends to "backstop" major AI firms such as OpenAI with taxpayer money, citing OpenAI’s request to expand...
Google’s Sundar Pichai Warns of “Irrationality” In Trillion-Dollar AI Investment Boom
Alphabet CEO Sundar Pichai warned that the AI investment frenzy, now worth over $1.4 trillion, shows signs of irrational exuberance reminiscent of the late‑1990s Internet bubble. While acknowledging that no company, including Google, is immune to a potential correction, he highlighted...
Google Is Launching Gemini 3, Its ‘Most Intelligent’ AI Model Yet
Google launched Gemini 3 Pro today, its most advanced multimodal AI model that can process text, images and audio simultaneously. The model is being rolled out to all users in the Gemini app and to paid subscribers within Google Search’s...
Your Favorite Microsoft 365 Apps Are Getting a Load More Copilot AI Agents - Word, Excel, Outlook, PowerPoint All Get...
Microsoft unveiled a suite of new Copilot AI agents for Word, Excel, PowerPoint, and Outlook at Ignite 2025, enabling users to generate content, charts, summaries, and presentations through natural‑language prompts. The agents engage in follow‑up questions to refine output and...
Microsoft’s Office Apps Are Getting Even More Free AI Features
Microsoft announced that a suite of free AI capabilities will be added to Outlook, Word, Excel and PowerPoint for all Microsoft 365 subscribers, with a preview slated for March 2026. The enhancements include an expanded Copilot Chat that can scan an...
Writer's AI Agents Can Actually Do Your Work—Not Just Chat About It
Writer, a San Francisco AI startup, launched Writer Agent, a unified chat‑plus‑automation platform that lets non‑technical employees create and run multi‑step business workflows across apps like Salesforce, Slack and Google Workspace without coding. Users can issue plain‑language requests, have the...
Microsoft Remakes Windows for an Era of Autonomous AI Agents
Microsoft announced at its Ignite conference that Windows 11 will become an "agentic OS" by embedding native infrastructure for autonomous AI agents, including new platform primitives such as Agent Connectors, an on‑device registry for the Model Context Protocol, and a...
Microsoft's Fabric IQ Teaches AI Agents to Understand Business Operations, Not Just Data Patterns
Microsoft unveiled Fabric IQ at its Ignite conference, a semantic intelligence layer that embeds ontologies into the Fabric data platform to map datasets to real‑world entities, relationships and operational rules. The technology upgrades Power BI’s 20 million semantic models into enterprise‑wide ontologies,...
Google Unveils Gemini 3 Claiming the Lead in Math, Science, Multimodal and Agentic AI Benchmarks
Google unveiled Gemini 3, its latest proprietary AI model family—including flagship Gemini 3 Pro, Deep Think reasoning mode, Gemini Agent and the Antigravity developer environment—across Search, the Gemini app, AI Studio, Vertex AI and other developer tools. Independent benchmarks (Artificial Analysis, LMArena) rank Gemini 3 Pro as the global...
Organizations Must Own the Right to Their Cloud Compute, or Innovation Will Suffer
The UK Competition and Markets Authority has ruled that the public‑cloud market is no longer competitive, highlighting that three hyperscalers dominate 70% of Europe’s market and create costly lock‑in that prevents most firms from switching providers. Less than 1%...
Vibe Coding to Vibe Hacking: Securing Software in the AI Era
Matt Moore, co‑founder and CTO of Chainguard, warns that AI‑assisted "vibe coding"—where developers generate code via generative AI—could account for 40% of new business software within three years, dramatically accelerating development and boilerplate creation. While the speed and refactoring benefits...
Stack Overflow Is Remaking Itself Into an AI Data Provider
Stack Overflow wants to remake its classic problem-solving forum into a tool for translating human expertise into an AI-accessible format.
Zoox Will Let Public Riders Use Its Robotaxis in San Francisco
Zoox is getting closer to a full launch of its robotaxi service in San Francisco. Last month, the Amazon-owned company started allowing select riders to hail its toaster-shaped, four-passenger vehicles for the first time. And today, Zoox is finally inviting...
How AI Tax Startup Blue J Torched Its Entire Business Model for ChatGPT—And Became a $300 Million Company
In the winter of 2022, as the tech world was becoming mesmerized by the sudden, explosive arrival of OpenAI’s ChatGPT, Benjamin Alarie faced a pivotal choice. His legal tech startup, Blue J, had a respectable business built on the AI...
ChatGPT Is Down - Everything We Know About the Latest AI Outage Impacting OpenAI
OpenAI products including ChatGPT and Sora are experiencing major outages.
A Massive Cloudflare Outage Is Affecting X, ChatGPT, and Even Downdetector
Cloudflare, a networking company that provides DDoS protection and internet content delivery services for many companies around the globe, is working to fix a major outage that’s taking down sites across the web. Users are running into an error message...
The Download: AI-Powered Warfare, and How Embryo Care Is Changing
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The State of AI: How war will be changed forever —Helen Warrell & James O’Donnell It is July...
The Pharmome Map: A Comprehensive Public Dataset for Drug-Target Interaction Modeling
EvE Bio has released the “pharmome map,” the largest public drug‑target interaction dataset to date. It measures 1,397 FDA‑approved small‑molecule drugs against nuclear receptors, GPCRs, and protein kinases using standardized high‑throughput assays. The dataset is openly accessible, refreshed bi‑monthly, and...
ChatGPT Free vs Paid: Will Upgrading Actually Improve Your Experience?
You can use ChatGPT for free, but depending on how much you want to use it, it could be time to upgrade to a paid-for version.
Intuit Signs $100M+ Deal with OpenAI to Bring Its Apps to ChatGPT
Intuit said its tools, such as TurboTax, Credit Karma, QuickBooks and Mailchimp, will be accessible through ChatGPT, allowing users to ask questions and complete tasks such as estimating tax refunds, reviewing credit options, or managing business finances.
Talking to Windows’ Copilot AI Makes a Computer Feel Incompetent
It's not hard to understand the AI future Microsoft is betting billions on - a world where computers understand what you're saying and do things for you. It's right there in the ads for the latest Copilot PCs, where people...
Microsoft Explains How Windows 11's AI Agents Will Work as Testing Is About to Start – and I'll Admit, I'm...
Wondering how Windows 11's AI agents will work? Microsoft explains how 'agent workspaces' are lightweight and secure.
Databricks Reportedly in Talks to Raise Funding at a $130B+ Valuation
Databricks is said to be in talks to raise a new round of funding just a few months after its last fundraise, which valued the company at $100 billion.
Top 10 AI Chatbot Do's and Don’ts to Help You Get the Most Out of ChatGPT, Gemini, and More
The article outlines ten practical do’s and don’ts for using AI chatbots such as ChatGPT, Gemini, and Claude, emphasizing safe and productive applications. It recommends using chatbots for brainstorming, proofreading, tutoring, code generation, and entertainment while warning against cheating, accepting...
Google Antigravity Introduces Agent-First Architecture for Asynchronous, Verifiable Coding Workflows
Google has launched Antigravity, an agent‑first coding platform that lets development teams build and run autonomous coding agents powered by Gemini 3 and other leading LLMs such as Anthropic’s Sonnet 4.5 and open‑source GPT models. The service is now in public preview...
Microsoft’s Agent 365 Shifts AI Agents From Sandbox Tools to Enterprise-Grade Infrastructure
Microsoft unveiled Agent 365 at its Ignite conference, positioning it as a unified control plane that delivers observability, governance, and security for AI agents across the enterprise. The platform supports both Microsoft‑built and third‑party agents—such as those from Adobe, Databricks,...
A16z-Backed Super PAC Is Targeting Alex Bores, Sponsor of New York’s AI Safety Bill — He Says Bring It On
A super PAC called Leading the Future, backed by Andreessen Horowitz, OpenAI President Greg Brockman and other tech leaders, has pledged over $100 million to oppose New York Assembly member Alex Bores, the chief sponsor of the state’s bipartisan RAISE Act that...
Google Is Fighting the Defamation Battle Meta Caved On
Google has moved to dismiss a $15 million defamation lawsuit filed by anti‑corporate diversity activist Robby Starbuck, who alleges the company’s AI falsely linked him to sexual‑assault accusations and white‑nationalist ties. Starbuck previously sued Meta over AI‑generated claims that he participated...
How ChatGPT Works: A Guide to Its Interface on Mobile and Web
The guide walks users through the ChatGPT interface on both mobile and web, detailing how to access account settings, upgrade to Plus, and connect services like Gmail. It explains where to find chat history, how to enable temporary chats, and...
OpenAI Is Finally Letting Employees Donate Their Equity to Charity
OpenAI announced it will finally let current and former employees donate eligible equity to charity, ending an 18‑month delay. The program could enable staff with six‑figure equity grants from 2019 to contribute millions, though a short decision window and advisory...
Google Updates Its Weather Forecasts with a New AI Model
Google unveiled WeatherNext 2, an AI‑powered weather forecasting model that is eight times faster and more accurate than its predecessor, achieving 99.9% accuracy on variables such as temperature and wind. The model uses a Functional Generative Network to generate hundreds...
Prepare Your Workforce For An Agentic Future With An Agent Experience Program
The episode explains that integrating AI agents into the workforce creates significant organizational disruption, with most costs tied to human change‑management rather than technology. It introduces the concept of an Agent Experience (AX) program and outlines five essential skills—knowledge curation,...
Samsung's "The Wall" Is the Biggest LED Display You Can Get for Your Office or Workplace - and It's Just...
Samsung has launched an upgraded version of its The Wall MPF large‑format LED display for enterprise use, offering up to 1,000 nits of brightness, Black Seal Technology+ for higher contrast, and AI‑driven NQM Gen2 processing that upscales lower‑resolution content toward 8K. The...
Microsoft Unveils Its First "AI Superfactory" - Here's What the Future of Computing Will Really Look Like
Microsoft unveiled its first AI superfactory, linking large AI datacenters in Wisconsin and Atlanta via a dedicated fiber network that acts as a virtual supercomputer for massive model training. The facilities pack GPUs densely across two floors, employ Nvidia Blackwell...
Your Online Reservations Are Telling Restaurants All About You
OpenTable is rolling out an AI‑assisted tagging feature that surfaces diners’ habits—such as preferred drinks, spending level, review activity, and likelihood of cancellations—to restaurant staff via its reservation and table‑management platform. The tags are generated from POS data collected across...
Neo Robot Sounds Like the Answer to Our Home Chore prayers...but Also a Potential Privacy Nightmare
TechRadar AI Week reports that 1X’s Neo Beta, a $20,000 humanoid home robot capable of remote tele‑operation for AI training, is entering limited consumer trials. While the robot promises to automate chores, its ability to stream real‑time video and collect...
How ChatGPT Can Help You Look After Your Wellbeing
TechRadar’s AI Week 2025 piece outlines how ChatGPT is being used as a low‑pressure companion for mental‑wellness, from prompting daily journaling and reminding users of short meditation or breathing exercises to acting as a sounding board between therapy sessions. The...
Google’s AI Mode Can Now Help You Visualize Your Travel Plans
Google has integrated travel planning into its AI Mode via the Canvas workspace, allowing users to describe a trip and receive a detailed itinerary with flight and hotel options, photos, and reviews, which can be refined through follow‑up queries. The...
Oracle Hit Hard in Wall Street’s Tech Sell-Off over Its Huge AI Bet
Oracle’s shares have plunged 25% in a month, erasing over $250 billion of market value, as the company’s aggressive AI‑centric capital spending and debt buildup alarm investors. The software giant pledged to spend hundreds of billions on chips and data‑centers to...
The State of AI: How War Will Be Changed Forever
The piece, a joint FT‑MIT Technology Review dialogue, examines how generative AI is moving from research labs into active military use, from logistics and cyber‑operations to AI‑assisted targeting systems such as Israel’s Lavender database. It highlights a stark scenario of...
Inside The New Wedding Trend: Brides Getting Advice From ChatGPT
Brides are increasingly turning to ChatGPT and other generative AI tools to plan every aspect of their weddings, from sourcing dress boutiques to drafting cocktail menus and creating stationery. Co‑founder of The Ceremony Club, Karen Oren, uses the model alongside...
Big Data, Big Challenge - How Life Sciences Turn Information Overload Into Insight
Chief Growth Officer Andrew Wyatt of Sapio Sciences outlines how big data is reshaping life‑science research, from early disease‑trend detection and precision‑medicine design to more evidence‑based decision‑making. He highlights that traditional on‑premise infrastructure can’t keep pace with the volume, velocity...
Ring’s Jamie Siminoff Thinks AI Can Reduce Crime
Ring founder Jamie Siminoff has returned to Amazon as Ring’s chief inventor, championing an AI‑driven push to "zero out" neighborhood crime. He highlighted new AI features such as the Search Party tool for locating lost pets and stressed that Ring...