Generated Vercel Apps Replace Legacy SaaS, Boost Efficiency
Almost every SaaS app inside Vercel has now been replaced with a generated app or agent interface, deployed on Vercel. Support, sales, marketing, PM, HR, dataviz, even design and video workflows. It’s shocking. The SaaSpocalypse is both understated and overstated. Over because the key systems of record and storage are still there (Salesforce, Snowflake, etc.) Understated because the software we are generating is more beautiful, personalized, and crucially, fits our business problems better. We struggled for years to represent the health of a Vercel customer properly inside Salesforce. Too much data (trillions of consumption data points), the ontology of Vercel was a mismatch to the built-in assumptions, and the resulting UI was bizarre. We generated what we needed instead. When you don’t need a UI, you just ask an agent with natural language. We’ve also been moving off legacy systems with poor, slow, outdated, and inconsistent APIs, as well as just dropping abstraction down to more traditional databases. UI is a function 𝑓 of data (always has been), and that 𝑓 is increasingly becoming the LLM.
CaaS: The Missing Layer Turning Data Into Autonomous Intelligence
Yes we need a new acronym ( 😉 ). Enter ->Context as a Service (CaaS)! It's the missing architectural layer required to turn stagnant data into autonomous intelligence. Check out more below 👇
GPU Power Makes Real-Time Visual SLAM Practical
cuVSLAM: Accelerating Real-Time Visual SLAM With GPU Power In this episode of Artificial Intelligence: Papers and Concepts, we explore cuVSLAM, NVIDIA’s GPU-accelerated solution for visual simultaneous localization and mapping (SLAM). Designed for real-time applications like robotics, AR/VR, and autonomous systems, cuVSLAM...
AI Generates Messy Code, Adding Tech Debt
"AI creates a messy codebase of tech debt and spaghetti code." So it creates average code… 🤷🏼♂️
AI Fuels Endless Growth Beyond Doom Narratives
Sometimes I get tired of the gloom and doom... AI and the Ever-Expanding Circle of Human Achievement. https://t.co/LwCrrI6aUj
ServiceNow and Visa Deploy Agentic AI for Payments
ServiceNow and Visa Bind Agentic AI to Payments: A Live Test of Enterprise AI in Regulated, Revenue-Critical Workflow AI-powered payment dispute platform automating end-to-end workflows. ServiceNow's agentic AI + AI Control Tower applied to regulated payments operations. https://t.co/q1KioQdJwE
GPU Capacity Now Drives AI Scale and Costs
AI data center capex is no longer neutral: GPU capacity now defines who can train and deploy models at scale. Procurement and architecture must adjust, because reliance on a single AI stack increases cost volatility and long-term lock-in risk. Source...
AI Audit Reveals My Hidden Time‑wasting Habits
I ran /insights in Claude Code. It read a month of my sessions and told me exactly where I'm wasting time. I didn't ask for this level of honesty. https://t.co/hojo5cud35
HP Positions AI as Core to Personalized, Secure Work
Interim CEO Bruce Broussard kicks off the $HPQ Imagine event. Here’s what he said: - HP is at a defining moment, AI is accelerating change by compounding breakthroughs, driving more compute and better models that scale and lower costs. -...
Effective AI Results Come From Structured Systems, Not Prompts
You don’t need better prompts. You need a better system. Most people: → Ask random questions → Get random answers Top users: → Build context → Set rules → Iterate outputs → Drive execution Same AI. Different results. The difference isn’t the model. It’s how you use it.
Digital Tech Redefines Pharma Manufacturing and Distribution
This book explains how disruptive technologies and emerging trends such as robotics, artificial intelligence, 3D printing, precision medicine or patient design will impact the manufacturing and distribution of pharmaceuticals in order to prepare successfully for a better future of healthcare. Everything...
AI Speeds up PHP Tests From 20 Minutes to 3
My full PHP test suite took 20+ minutes. Unbearable. Yesterday, I asked Claude Code to speed up my test suite. I knew that parallel testing would be a massive time saver, but I had set it up so that things immediately...
Human Thought Starts When AI's Easy Answers Are Resisted
"AI gives us answers that feel like the end of thinking. Human cognition begins where that feeling is resisted." https://t.co/i6NfSmqTlI
Google Adds Chat Import to Switch From ChatGPT to Gemini
Don’t start from scratch: Here's how Google is making it easier to move from ChatGPT to Gemini with the import chats feature ✅ More details & screenshots - https://t.co/tj5zHgHo6c https://t.co/we7ewGMoYw
Gemini to Clone Users Into 3D Avatars via @Me
Gemini could soon digitally clone you into a 3D avatar The feature might allow you to insert yourself in the AI Generated images/videos by just typing @ me ✅ Details & more Screenshots - https://t.co/q8J3XJeW9j https://t.co/RcXpHzKKic
Claude Surges to #2 Gen AI Spot, Eyes 2026 B2C Lead
While Gemini has surged since 2025, could Claude become a surprise B2C winner of 2026? OpenAI has nearly hit its total addressable market with better chatbots on the market today. Got to thank the Pentagon and the Department of War....
Boards Ignoring AI Governance Despite Clear Responsibility
EY’s new report delivers a long-overdue wake-up call: boards are responsible for AI quality, liability, and governance, yet still most remain willfully detached. That boards are being advised that they have a key role to play in AI governance is long...
OpenAI's Checkout Fee Signals Arrival of Agentic Commerce
Agentic commerce is already here, and OpenAI’s checkout fee is simply the first clear signal that the monetization layer has arrived with it. https://t.co/WeB15oAWTm
AI Content Rises Fast, Then Fails in Search
More people need to read this case study. Yep, it's how "Mt. AI" forms :) -> How AI-generated content performs in Google Search: A 16-month experiment Month 1: indexing and early visibility Months 2–3: growth continues Months 3–6: ranking collapse Month 16: long-term stagnation https://t.co/d6d3BhKMpH
Hire for Judgment: AI's Weakest Skill Is Taste
I've been running a thought exercise with my team at UiPath . Start the company over with two people. A seller and a builder. Who's the third hire? The fourth? It sounds simple but it isn't. It forces you to...
Google Gemini Enables Mobile AI Task Automation Ahead of OpenAI
Google has Android. OpenAI has no mobile platform. Big advantage for Google for agentic on mobile -> Google’s Gemini Steals a March on OpenAI (with Task Automation on the Galaxy S26 and Pixel... with more support to come I'm sure...)...
Google to Roll Out Global Personal Intelligence AI Mode
Google is working on expanding Personal Intelligence in AI Mode globally says @thefox https://t.co/K2jdqozzPC by @MordyOberstein https://t.co/ZsJXticgln
Oracle Aims to Create World’s Largest AI Cloud
Oracle CEO outlines his company’s ongoing plan to build “the world's largest AI cloud”. https://t.co/ta5d8qqhOx
Google AI Mode Redirects Links to Overlay Cards
Google AI Mode tests changing some links to go to overlay card instead of directly to the web site https://t.co/Ll1Y3Spnqu via @SERPalerts https://t.co/m4Y0lXdxFI
FlexClip Turns AI Video Experimentation Into Feature
FlexClip Review: A Powerful AI Video Platform That Makes Experimentation a Feature, Not a Bug [NEW POST] - B2B Marketing Blog | Webbiquity - https://t.co/haDJvmFsVo https://t.co/roYYuZq91R
Bing Webmaster Tools Adds Query Grounding to AI Report
Bing Webmaster Tools AI Performance report gains grounding queries to pages https://t.co/GcnENv0flx hat tip @aleyda https://t.co/HQnozuhG6X
Zurich Startup Creates Physical AI to Teach Robots Human Skills
Zurich-Based Startup Builds Physical #AI to Teach #Robots Human Skills by @mimicrobotics #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/gVymMFNGjp
AI Agents Shifting to In‑workflow, Prompting Slack/Teams Dilemma
AI agents busting out of platform and going in-workflow is the next stage. Happening soon with LinkedIn Hiring Assistant. Q: Will we tolerate multiple agents in Slack / Teams or default to single one? https://t.co/acpq2Dot2k
CEO Commitment, Empowered Teams, Strategy Alignment Drive AI Success
Most companies are using AI. Very few are scaling it. I sat down with Tanuja Randery CBE , Managing Director of Amazon Web Services (AWS) EMEA, to ask what she sees separating the leaders from the laggards. She has a...
Comprehensive AI FDA‑Approved Device Database Precedes Official Release
One of the most cited scientific figures in my career. All the FDA-approved medical technologies by medical specialty in 2020, before the FDA launched its own dedicated database. The state of artificial intelligence-based FDA-approved medical devices and algorithms: an online database...
AI Shifts to Scalable, Accountable Production in 2026
2026 will see AI move from pilots to accountable production at scale, delivering real value. https://t.co/iQq6h5Giyo
AI Agents Need Product‑style Lifecycle Management, Not One‑offs
AI agents rarely fail where most teams expect them to. They don’t fail in development, where everything is controlled and tested. They fail later, once exposed to real-world variability. I see this repeatedly. An organisation builds an agent, the demos...
Copper, Not Models, Is the AI Bottleneck.
Everyone's watching model releases. The real AI race is in copper. Kandou AI raised $225M to reimagine how data moves between chips. When Anthropic and OpenAI both surge in the same week, they're not racing each other. They're revealing the shared bottleneck: infrastructure....
Robots Detect Microscopic Rail Flaws, Prevent Outages
Railway maintenance is becoming precise, fast, and increasingly automated. In China, a robot is now repairing track cracks at up to 10,000 RPM, while detecting flaws as small as 0.1 mm. That level of accuracy changes the game. Instead of reacting to visible damage, systems...
Native Multimodal AI with 256K Context Redefines Integration
Most “multimodal” AI is just duct tape. One model for text. Another for vision. A pipeline to glue it together. But what happens when text + vision are native in the same model, with a 256K context window? That is what Moonshot AI just changed. A...
AI Now a Boardroom Accountability Imperative
#AI Is No Longer An #Innovation Bet—It Is A Boardroom Accountability Issue by Amit Basu @Forbes Learn more: https://t.co/GEwbzea4ml #MachineLearning #ArtificialIntelligence #ML https://t.co/TDzOjyWG74
Nvidia Launches Jetson Orin Nano Super AI Computer
#TechTuesday. Dec 17, 2024. Nvidia introduced the Jetson Orin Nano Super #AI #Computer. (Cheddar) #History https://t.co/Rdt2Hl1SMF
AGI Arrived: Autonomous Execution, Not Human‑Level Intelligence
𝗔𝗚𝗜 𝗶𝘀 𝗮𝗹𝗿𝗲𝗮𝗱𝘆 𝗵𝗲𝗿𝗲. 𝗕𝘂𝘁 𝗻𝗼𝘁 𝗶𝗻 𝘁𝗵𝗲 𝘄𝗮𝘆 𝗺𝗼𝘀𝘁 𝗽𝗲𝗼𝗽𝗹𝗲 𝗮𝗿𝗲 𝗹𝗼𝗼𝗸𝗶𝗻𝗴 𝗳𝗼𝗿 𝗶𝘁. For years, AGI has been treated as a scientific milestone. Something that would arrive when AI reaches human-level intelligence across all domains. 𝗧𝗵𝗮𝘁 𝗳𝗿𝗮𝗺𝗶𝗻𝗴 𝗶𝘀 𝗮𝗹𝗿𝗲𝗮𝗱𝘆 𝘄𝗿𝗼𝗻𝗴. When...
AI-Driven Partnership Targets Unmet Gynecological Diseases
We are very happy to join forces together with the wonderful ASKA to go after Novel Targets for Women's Health. Gynecological diseases have long posed challenges, including difficult diagnosis, limited treatment options, and a substantial disease burden, affecting millions of...
AI Could Run Entire Companies and Revolutionize Drug Discovery
Personally, I think that in two years (or less) the entire company can be run by AI including code generation and product deployment. Even humans can be controlled by AI (imagine yourself installed as a "skill" into the organizational AI)....
Speculation Swirls: NVIDIA May Have Achieved AGI
So NVIDIA has solved AGI? I am going to sleep thinking about all the reasons why Jensen didn’t announce this last week in front of all the AI developers. https://t.co/yxCbNK9gHg
Australian Tech Leaders Spot Immediate AI Opportunities
"Tech leaders see ‘real and immediate’ opportunity in AI as Australia’s tech ecosystem matures" Full press release via VoxNion: https://t.co/eeaylgpAL7 https://t.co/fzEHmEAWPa
Nvidia Controls AI's Pace by Owning Infrastructure
Nvidia is not just riding the AI boom. It is shaping it. With its dominance in chips and deep involvement across the ecosystem, the company has positioned itself as both supplier and enabler, effectively influencing who gets to build and scale...
Claude's Surge Signals Need to AI‑Proof Careers
Users are quitting ChatGPT for Claude, with a 1,487% increase in sessions in March alone. Here's why that matters for the workplace and how you can AI-proof your career: https://t.co/VTWyD60A5D @Forbes https://t.co/rdCIAxeGu1
Debating Digital Clone Rights: Can Cache Deletion Cause Distress?
The AI Ethics board is currently debating if a digital clone can claim 'emotional distress' if you delete their browser cache without consent. I think my ChatGPT just glared at me. 🖥️⚖️ #AIEthics #DigitalRights #TechTrends https://t.co/TkrzKyGdzb
Robot Turns Pixels Into Torque for 30+ Motors
this is fully autonomous...the robot is reasoning from camera pixels and computing torque to control it's 30+ motors
China Trials AI Sprinklers that Detect Heat, Prevent Fires
China Tests #AI-Powered Sprinklers That Detect Heat and Stop Fires Early by @tweetciiiim #EmergingTech #Innovation #Tech #Technology https://t.co/UJo3eNKHWY
Optimization Theory Predicts LLM Hyperparameter Scaling Laws
The paper claims that optimization theory for adaptive methods actually predicts most of what we know about hyperparameter scaling in LLM pretraining. Paper: Deriving Hyperparameter Scaling Laws via Modern Optimization Theory ( https://arxiv.org/abs/2603.15958 )
AI's Role in Shaping India's Economic Future
MyPoV: here with @sanjivrbajaj sharing insights n AI and the Indian economy #IndiasporaForum @IndiasporaForum https://t.co/xh75ps2eF6
AI Agents as On-Demand Programmers Will Automate Enterprise Workflows
Computer use and the ability to write and run code on the fly are the ultimate primitives for agents to be able to take on more and more tasks in knowledge work. Most work requires hopping between multiple applications, and...
