AI Citation Studies Mislead; True Meaning Clarified
SO MANY people are getting misled by "AI citation" research studies, and the concept of what it means to be "cited" by an AI response. I'm no expert, but the people who answered this question are: https://docs.google.com/document/d/109QpZNW6qayHHHhhoGZL5FW_9TVoGoJU/edit Thanks to @lucatag2015 for publishing.
Production AI Agents Require Full Observability Metrics
If you can't answer "who did what, when, why, and with what data,' your AI agents aren't ready for production. #DevOps #Observability https://t.co/tRGwCPc4Mb
AI-Powered Vibe Design Creates Full Pitch Decks Instantly
Holy shit.. vibe design is here. You can now build fully branded pitch decks with AI agents in one session. The output looks like a full design team built it. Here's everything you need to know: https://t.co/6YnP2Oxud5
AI Agents Replace Banks; Machine‑ready Finance Infrastructure Needed
Neobanks = better banking Agentic finance = no banking When your AI agent manages liquidity across 47 protocols, settles in stablecoins, and tax-loss harvests in real-time You don't need a colorful debit card You need infrastructure that speaks machine
Operationalizing AI, Not Adoption, Defines Competitive Edge
One thing I’m seeing more clearly this week: The gap is no longer between “AI vs no AI.” It’s between organizations that can operationalize it and those that can’t.
Purpose‑Built CPUs Drive New Cloud‑Native and Agent‑Native Markets
Purpose designed CPU for agentic workloads is the reason we will have cloud (web software) native data center CPUs and then agent native CPUs as a greenfield growth category. Good for everyone making CPUs whether Arm or x86. https://t.co/lfWNEf64U5
Honest AI: Communicating Uncertainty Improves Human Collaboration
Designing better AI may mean making it more honest. Researchers are working on systems that openly communicate uncertainty, especially in areas like medical diagnosis where overconfidence can be dangerous. The goal is not just accuracy, but collaboration with humans. In critical decisions,...
Speak, and Claude Code Builds Your Automations Instantly
Before Claude Code, building an automation for my business looked like this: ↓ Log into Zapier. Pay for the plan that actually lets you do things. Spend two hours dragging boxes around a screen. Hit a wall because the integration you...
Linktree AI Delivers Personalized Growth Recommendations for Creators
Linktree’s new AI tool gives creators real, personalized growth recommendations @linktr.ee has upgraded Insights Chat with personalized, AI-powered, data-driven recommendations The new tool pulls real performance data across TikTok, Instagram, YouTube Creators using Linktree can ask for post ideas, traffic tips, and top-performing...
Claude Live-Codes Music with Strudel, Gains Speed
Been experimenting recently with making Claude live code music with Strudel / TidalCycles. A bit slow at first, but things pick up around ~2:00. https://t.co/O9AE1tIlyE
Reliability Is a System Issue, Not Just Agent Design
Big lesson from high reliability organizations that AI agent builders need to learn is reliability is the property of systems. Current agentic tools are weaker than the agents: they are bad at agent-agent handoffs, escalation, when to call in humans....
Experts Reveal AI's Next Wave at CES
The Future Of #AI: Top CES Takeaways From Tech Experts by @Forbes Learn more: https://t.co/dhjzllpmH3 #ArtificialIntelligence #MachineLearning #ML https://t.co/b07KvtDtGV
ChatGPT Enhances Agentic Commerce with Side‑by‑Side Comparisons
ChatGPT has expanded their Agentic Commerce Protocol. This is their version of Google's UCP (Universal Commerce Protocol). It now supports more product discovery with richer shopping experiences. Products are presented side by side for comparisons and they've worked to make...
From Awe to Frustration: Coding Models Stall AGI Progress
I remember when Opus 4.5 dropped I had about 2 weeks of constant WOW moments, I was so impressed of how big of a jump it was compared to previous models. Fast forward to today... and you find a lot...
Arm Shifts to Chip Sales, Expanding TAM Dramatically
$ARM AGI CPU. Arm is officially in the selling ‘chips’ for revenue business. Expanding TAM meaningfully, but changing its business model materially. 👀 https://t.co/cxnZFac83U
AI Generates Pro‑Level Product Shots From One Prompt
If you're running a DTC brand, you know how expensive product photography is. Lighting, studio, photographer, retouching. I made this with one prompt: "Premium coffee bag floating with whole beans scattered around it, steam rising, dark moody background, studio lighting." What surprised...
Vision AI Robot Inspects Car Chassis Efficiently
How Han’s #Robot Uses Vision #AI to Inspect #Automobile Chassis via @WevolverApp #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/Y77DaMYQ0a
AI Adoption Outpaces Perception, Yet Infrastructure Lags Behind
This chart does a good job of explaining the pace of AI and Agent adoption. However fast you think it is, it is actually quite a bit faster. 💪🏻🚀 We don’t have enough compute, memory, network, storage, energy… and so on and...
Google Cloud Vertex AI Delivers Fastest Anthropic Model Performance
If you want the lowest latency and most throughput for @AnthropicAI models like Claude Opus, you should access them from @googlecloud Vertex AI. Don't take my word for it. @OpenRouter data makes the case (h/t @ivnardini): https://t.co/k36mJMakpu https://t.co/jFSGNsptxz
Leonidas Autonomous Vehicle Demonstrates Dual-Use Physical AI
I’m proud to share @KodiakRobotics, @epirus and @GD_LandSystems are leading the way in showcasing what Physical AI looks like on the front lines. We unveiled the Leonidas autonomous ground vehicle this morning at AUSA’s Global Force. This is a defining moment...
From Digital Band‑Aids to Intelligent AI in Manufacturing
Digital Band‑Aids No More: AI Is Rewriting the Factory Floor Listen Live @ 1:15pm ET https://t.co/4E60azaCwW John Reed, and I discuss manufacturing of the future. Do manufacturers need to stop playing with digital AI and start embracing intelligent AI? https://t.co/qHMgN6kOcj
AI Accountability, Manager Incentives Undermine Traditional Style Indices
🔬 Research links: AI accountability, fund manager incentives, and the downside of traditional style indices. https://t.co/dbBOGPUYxJ image: https://t.co/bKyq3XAKIQ https://t.co/FNwileIXVO
Synthetic Data Keeps Customer Info Safe From Frontier AI
Most of these AI solutions right now for the cybersecurity industry are utilizing frontier models. That should scare a lot of folks - customer data going into extremely new technology platforms that they literally state their new models, features/functionality are...
OpenAI Foundation Pledges $1B for AI Resilience and Safety
AI will help discover new science, such as cures for diseases, which is perhaps the most important way to increase quality of life long-term. AI will also present new threats to society that we have to address. No company can sufficiently...
Perplexity Computer Delivers Instant, Deep Guidance Credibility Analysis
I never found a way to adopt the old version of Perplexity in my investment process, but the things you can one-shot in Perplexity Computer are mind bogglingly good, and it has become a daily driver for me (for the...
SIMA 2: AI Agent Mastering Virtual 3D Environments
SIMA 2: Next-Gen #AIAgent Built to Navigate Virtual #3D Worlds by @GoogleDeepMind #ArtificialIntelligence #MachineLearning #ML #Technology https://t.co/1A6bMutPbW
AGI Alone Won’t Drive Transformation, Says Cowen
Maybe we should retroactively all just agree with @tylercowen that o3 was AGI so we can stop arguing about it. (Also, doing so will drive home the lesson that AGI alone is not enough for transformation) https://t.co/epKrL6nc4b
NightBeacon AI Detects Phishing in Seconds, Automates Response
NightBeacon AI today identified an insanely cool phishing email attack that showed up on GTI/other sources as benign/non malicious. How it worked: NightBeacon determined the tonality was creating urgency (key indication of social engineering), it looks for any URLs, it went...
Pick the Right AI, Not the “Best” One
This comparison nails a point many teams still miss 👇 There is no “best AI.” There is only the right AI for the job. Here’s the practical executive breakdown: ChatGPT → The Generalist Operator Best for: everyday work, creative thinking,...
Let AI Code, Users Map, You Set Vision
AI writes your code. Users write your roadmap. The only thing you need to write yourself is the vision.
HP IQ Brings On‑Device AI, Cuts Cloud Costs
The most interesting announcement so far at the HP event is HP IQ. Until I use it and research it, I won’t render a verdict. Here’s what it is: ∙on-device AI orchestrator for commercial PCs. A unified software layer across EliteBook,...
John Reed Explains How to Scale AI Successfully
John Reed @Microsoft talks about how to scale #AI successfully. Tune in live at 12 pm CT at: https://t.co/ykUbRecWPm. #TPSS #IoT #digitaltransformation #PeggySmedley #automotive #digitaltwin #mobility #manufacturing #Microsoftadvocate https://t.co/3i1W4CPFz7
Airweave AI Automates Root‑Cause Diagnosis From Production Logs
🚨 @Airweave_ai just solved one of the absolute hardest problems in production debugging and... ... they open-sourced it 🤯 Server logs are great at telling you when something broke in production. They are terrible at telling you why it happened. This new tool adds...
Nadella’s Bold Bets Propelled Microsoft to AI Supremacy
from @cityofthetown in @NewcomerMedia: The legend of Satya Nadella is of an executive who took over Microsoft a dozen years ago after the troubled reign of Steve Ballmer, and saved the company. He made Azure into a force and Office into a...
AI's Next Frontier: Transforming Factories and Robotics
Physical AI: AI moving into Factories and Robotics. @IrenaCronin and I write this free newsletter every week. AI has been moving beyond chatbots and software tools into factories, robots, and industrial systems, where success depends on safe, reliable real-world performance. The main...
Rebuild Around AI, Not Bolt-On, to Quadruple Growth
They destroyed their own product. Then 4x'd revenue. Intercom was stuck at $100M. Basic chat widget. CEO on a 3-year sabbatical. Growth flat. Going nowhere. Then the CEO came back, called a code red, and made the hardest decision in the company's...
OpenShell Secures Autonomous AI Agents via Infrastructure Policy
How Autonomous AI Agents Become Secure by Design With NVIDIA OpenShell “NVIDIA OpenShell provides tools for controlling autonomous agents in a trusted infrastructure policy layer — adding security in the environment, rather than the model or application layer.” https://t.co/6JJnNxxFh1 @nvidia
100+ Open‑Source LLM Tools for Building AI Agents
AI Engineering Toolkit A curated list of 100+ LLM libraries and frameworks for training, fine-tuning, building, evaluating, deploying, RAG, and AI Agents. 100% Open Source
Radiologists and AI Struggle to Spot Deepfake Scans
The majority of radiologists and 4 LLMs were unable to differentiate synthetic, deepfake scans from real ones https://t.co/aAJhP0cpfG @RSNA https://t.co/q0wdIKicK6
Introducing Hark: Building the World's Most Advanced Personal AI
Today I'm excited to introduce Hark, a new artificial intelligence lab building the most advanced, personal intelligence in the world We've been in stealth for 8 months, assembling one of the greatest AI and hardware teams on the planet I want to...
AI to Eliminate Half of Junior Professionals in 5 Years
🚨 Anthropic's CEO just called it: 50% of entry-level lawyers, consultants, and finance workers will be entirely wiped out within 1 to 5 years. Junior staff and grad students are cooked ♨️ https://t.co/qPgbBROSYO
Simulated HOI Data Replaces Human Data with PAM
[CVPR 2026] The embodied AI community is going all-in on human data: teleop, mocap, ego videos… We take a different path: 👉 Generate HOI data from simulation 👉 Bridge to realism with diffusion 👉 Use it to replace human data Introducing PAM — a unified...
AI Scribes Cut Docs' Work, Spark New Burnout Crisis
Ambient AI scribes are the biggest breakthrough in clinical documentation in a decade. They will absolutely cure the charting backlog. But they will introduce a much more dangerous form of physician burnout. Dr. Dike Drummond explains the incoming crisis. Right now, clinical...
AI Hasn't Displaced Offshore Workers, Data Shows
The Silicon Valley sillies claim that AI is replacing offshore workers. Evidence from India and the Philippines shows no sign that this has happened yet. Hanke's 95% Rule: 95% of what you read in the press is either WRONG or IRRELEVANT. https://t.co/gzWcDM4Zjq
AppLovin Deploys AI Video Creatives for In-Game Ads
AppLovin launches AI-enabled video creative generation AppLovin is launching AI-enabled video generation to optimize eCommerce ads for in-game environments. By repurposing assets through generative models, the platform addresses the performance gap between social media creatives and full-screen mobile placements. This rollout...
Safeguarded AI Beats Physicians, Not Raw Models
The real way to use AI for medicine is to build safety, accuracy and triage on top of the big models like OpenAI. Using these models directly can be harmful. With appropriate safeguards Ai performs much better than the median...
Map AI Dependency Risks Before Provider Outages
Most AI teams have a dependency problem they haven't mapped. If your compute provider had a two-week outage, what breaks in production? If you can't answer that clearly, that's your next architecture conversation. https://t.co/skfSBDmvnp
Anthropic Likely to Release Limitless‑Style Feature Within 60 Days
From the moment Limitless announced this a couple years ago, I was captivated by the idea Have been following screenpipe (OSS version of this) Also I’m pretty confident the model providers are going to do this. Too strategic i predict Anthropic launches...
Closing the AI Gap: Move Beyond Experimentation
The Two-Tier AI Economy — Why Half of Companies Are Being Left Behind (And How to Close the Gap) AI adoption is accelerating rapidly, but a divide is emerging between organisations transforming their business with AI and those stuck in...
Databricks Leverages Anthropic AI to Enter Cybersecurity
Databricks enters cybersecurity... with Anthropic's models inside. The company that stores data now wants to secure it too. The incumbents prepared for AI entering the market.... less clear they're prepared for the data vendor thats already inside the building Sitting down w...
