Hire Humans for Judgment, AI for Execution
The hiring manager's dilemma: Claude Max costs $200/month A junior analyst costs $60K/year Both can write reports, analyze data, and respond to emails. Only one complains about work-life balance. The real question every founder should ask: "What am I paying humans to do that only humans can do?" Hire humans for judgment. Hire Claude for execution.
Turn AI Into a Project Memory Assistant
The single biggest upgrade to my AI setup: teaching it to keep running notes on every project I'm working on. ↓ Maybe I'm naive, but AI memory isn't hard or technical. My AI chief of staff just keeps a folder with...
AI Agents Gain Expense Cards, Breaking Financial Limits
AI agents are getting expense cards. Ramp and Stripe are both building infrastructure that lets autonomous agents buy, spend, and transact end-to-end without a human in the loop. The ceiling on what agents can do has always been money. That...

AI Is Reshaping Enterprise Learning, Says Docebo CEO
#AI is taking the enterprise world by storm. But how is it redefining learning systems? Find out what @docebo CEO, Alessio Artuffo, says as he joins me on this Talented Learning Show▶️ https://t.co/b2jXyx57is #LMS #OnlineLearning #eLearning https://t.co/MSW5z3WKu7

Groq’s AI Rack Comb
Groq board. FPGA (likely Altera) and CPU head node (likely Intel) and 8 Groq LPUs on top. Groq rack also on the right paired with VR NVL72. https://t.co/CM4ni9TDyX

Enterprises Lag in AI Work Redesign, Prioritize Sovereignty
Kudos to @Deloitte for offering the "State of AI in the Enterprise" report without a reg wall. Findings? Most companies haven't started redesigning work for AI. Sovereignty is playing a big part in vendor selection. Few companies have agent governance. https://t.co/LyqwItP1Hv https://t.co/C7TIt6UGVE
Demand for GPT‑5.4 Pro Knowledge‑Work Platform Grows
A knowledge-work platform built around GPT-5.4 Pro level intelligence would be really useful. The gap between other models and what Pro can do on complex intellectual work remains stark. I would love to have access in a Codex-like platform with...

Human Intelligence Drives AI Growth, SurgeAI Skyrockets
The Lean AI leaderboard reveals that the real story is in the human intelligence wars. 𝐇𝐮𝐦𝐚𝐧 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐢𝐬 𝐭𝐡𝐞 𝐧𝐞𝐰 𝐀𝐈 𝐢𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 — 𝐭𝐡𝐞 𝟓𝟎,𝟎𝟎𝟎 𝐞𝐱𝐩𝐞𝐫𝐭 𝐧𝐞𝐭𝐰𝐨𝐫𝐤 𝐬𝐞𝐜𝐫𝐞𝐭 @helloSurgeAI wasn't even on the leaderboard a year ago. Now they're #3 with $1...

Gemini Adds Markup‑driven Editing for Nano Banana Images
Gemini app preps some powerful new tools for editing Nano Banana images You’ll soon be able to describe Gemini image edits as you mark them up. ✅ Details - https://t.co/JBYqNRiabV https://t.co/mU7nA8UkXI
RunwayML Live Avatars Chat Directly in Browser
Having some fun making @runwayml Live Avatars talk to each other in the browser. https://t.co/DrSQsEkFzA
Productivity Now Means Orchestrating AI, Not Coding Faster
We measure productivity wrong. Lines of code written, tickets closed, hours logged, typing speed. All metrics built for a world where humans do the work themselves. That world is ending. When everyone on your team has an agentic workforce of...
Google Taps Street View, Aerial Data for Real-World Genie
it's all over when google realizes the treasure trove that is street view + aerial data and launches a version of genie grounded in the real world...

AI Rep Wins President’s Club, Works From Hawaii
We sent our best salesperson to Hawaii for a week. First class, Grand Wailea, all expenses paid. He still had to work, but he's AI, so he doesn’t have feelings/say in the matter. Adam Bot has been at RB2B for 6...
AI's Biggest ROI: Knowing What Not to Build
Most of the value I get from AI is first making the choice what NOT to build with it…
AI Boosts PhD Productivity, Threatens Core Learning
AI is quietly becoming part of everyday PhD work. Graduate students now use it to draft papers, write code and search literature. The tension is obvious. These tools can accelerate research, but they may also weaken the very skills a doctorate is...

Nvidia's OpenClaw Strategy Sparks Enterprise AI Agent Race
ChatGPT is not the only agent play. Nvidia launched NemoClaw, built on OpenClaw, and Huang says every company needs an OpenClaw strategy like Linux and Kubernetes. The platform runs on any hardware and links cloud models to local devices. The release is in...
AI: Productivity Boost or Mind‑Control Obsession?
I saw "obsessed" trending and saw a series of tweets from people who think AI is taking over their minds. Included a guy who post constantly about AI making him 100x more productive. So I ran this poll.

AI Tools Dismantle Barriers of Outdated Teaching Methods
Lecture. Read a text. Repeat. These traditional methods for information transfer don't fail students on purpose...but they do fail some students.😬 Luckily, AI-powered tools like @NotebookLM are now helping break down these barriers. And that changes everything for learners who've always...
Bayesian Uncertainty Boosts AI; Tokenomics Clarified, Avocado Unripe
Enterprise hits and misses - #Bayesian uncertainty makes for better #AI, tokenomics gets demystified, and #Meta's AI Avocado isn't ripe yet https://t.co/eRbeBYgY26 by @jonerp. #EnSW
AI’s Boys Club Threatens to Widen Women’s Wealth Gap
AI’s ‘boys’ club’ could widen the wealth gap for women, says Rana el Kaliouby https://t.co/irW8L6jfFG

IBM Acquires Confluent to Power Real‑time Enterprise AI
.@IBM Completes Acquisition of Confluent, Making Real Time Data the Engine of Enterprise AI and Agents https://t.co/QqwqJPCT4P >> Congrats. A key augmentation for the IBM AI capabilities. Good news for customers. #NextGenApps https://t.co/aCKH7wuesW

Today's Top Marketing AI News From Leading Sources
Top #Marketing #AI News Stories today: https://t.co/cAbRUrqPVP Top stories from @TechCrunch @FastCompany @HarvardHBS @coastnewsgroup @BusinessInsider @marketingdive @StatistaCharts @forrester @nvidia and more. https://t.co/w63IOjbzTb
CIO
CIOs face pressure to go beyond AI POCs and deliver ROI while avoiding the risk of rogue AI. #CIO #AI https://t.co/IkMrUQXpxe

AI‑savvy Lawyers Will Thrive Long Term
#TimTalk – Why Lawyers who embrace AI are going to be around for a long time with Matt Mishak https://t.co/yKGchqQBMZ via @DLAIgnite #SocialSelling #DigitalSelling #Sales #SalesTips #SalesLeader #SalesEnablement #Marketing #Leadership #Tech #TechNews #ArtificialIntelligence #FutureofWork
Data, Not Models, Cause 40% AI Project Failures
40% of AI projects fail. Not the model. The data. Join me and Tim Brophy at @AmerBanker March 19 webinat to talk about what actually separates AI winners from the rest. 📅 4pm GMT/ 12pm ET https://t.co/HqHwsVzCsj
Nissan's Self-Driving Shows Remarkable
On Yokohama🇯🇵 streets... The behaviour that most impressed me about @Nissan's selfdriving tech is 👇🏽 https://t.co/tGMsVqllhO
AI Risks Stem More From Usage than the Model
When people talk about generative AI risks, they usually focus on the technology. But there are really two layers. Embedded risks that come from the models themselves, and enacted risks that emerge from how organizations deploy them. In practice, the biggest problems often...
AI Transforms Accounting Workflows, Boosting Speed Responsibly
#FutureReadyLive – Beyond ChatGPT: AI Built for the Accounting Profession w/ Adam Hibbs (@AICPA & @CIMA_News) & Kate Hearns (PPL Corp) about real workflows, where AI is saving time and how teams balance efficiency with responsibility. #AICPA #CIMA #Josi https://t.co/iBSjZxTCQt
AI‑Native Companies Outpace Legacy Firms Through Built‑In Intelligence
🚀 You’ve probably heard the term AI-native company, but what does it really mean and why is it becoming so important for business leaders? In this video, I explain the critical difference between AI-enabled companies and AI-native companies, and why...
Automating Entry Tasks Risks Losing Essential Skill Training
I have been thinking about the impact of AI on junior roles. If AI can handle the entry-level work, the obvious question is where people learn the craft. In a lot of careers, the “boring” tasks are also the training ground. You...
New Copilot Chief to Unify Consumer and Commercial AI
Microsoft has a new Copilot boss who is about to focus on unifying the consumer and commercial Copilots. The changes will see Microsoft AI CEO Mustafa Suleyman dedicated to creating Microsoft’s own AI models instead. Full details 👇https://t.co/lZdvkvOwlb
OC‑SORT Boosts Tracking by Prioritizing Motion Over Detection
OC-SORT: Improving Object Tracking by Fixing Motion, Not Just Detection In this episode of Artificial Intelligence: Papers and Concepts, we explore OC-SORT (Observation-Centric SORT), an evolution of traditional tracking algorithms that improves how AI systems follow objects in dynamic environments. While...
Human‑Assisted AI Prevents Hallucinations and Workflow Corruption
Fully automating processes without humans leads to AI hallucinations and corrupted workflows. Human-assisted AI is critical for robust and reliable results. Don't let AI slop derail your progress. #AI #HumanAssistedAI https://t.co/hklgPkPyTk
Essential AI Toolkit: 12 Must‑Have Creative Tools
1. Claude (solve any problem) 2. Perplexity (research anything) 3. Klingai (create AI videos) 4. Tripo AI (create 3D models) 5. Suno (compose music) 6. Gemini (perfect writing) 7. Capcut (edit videos) 8. Youlearn (summarize YouTube) 9. Canva (design graphics) 10. ElevenLabs (clone voices) 11. Descript (edit podcasts) 12. ✅ Save...
Turn Copilot From Installed to Integrated for Real Impact
I’ve delivered over 15 Microsoft Copilot training sessions in the past few months, and not one has been the same. Every team - whether it's marketing, sales, operations, or executives - works differently, so their AI training should reflect that....

Exploring Gemini API with Nano Banana 2 Guide
Developer Guide: Nano Banana 2 with the Gemini Interactions API https://t.co/4gXFg64W7A < I need to spend more time with this API. @_philschmid has inspired me to invest more in this unified and feature-rich Gemini API. https://t.co/TFxiwComyq

Gig Workers Paid to Film Chores for Robot Training
Gig workers are getting paid to film their daily chores to train robots 🤖 https://t.co/3zBLxxppUy https://t.co/7xw9dpgPYB
Agentic CPUs Demand Top Single‑Core Performance, New Architecture Needed
As always, solid interview by @benthompson with Jensen. Lots of nuggets, but one key for me is agentic CPUs requiring the best single core performance. Seems likely agentic CPUs will require a different architectural approach. https://t.co/uovoNuv1fg
AI Augments, Not Replaces, Doctors in Future Healthcare
Much of the conversation around healthcare and AI right now pits doctors and AI against each other. This is the wrong framing. Yes, it is important to have studies that look at how good AI is at various tasks that physicians...
VCs Must Balance Power and Responsibility in Defense
“I don’t want to be the person they call and say, can we hit the enter button on this command. But I also don’t have a God complex.” @davidu of @a16z on the Anthropic-DoD rift, why VC has a right to...

AI Inference Costs Dwarf Training Budgets, Know Your Per‑call Price
Together AI raised at $7.5B. For running models, not building them. Most companies budget for AI training. The real costs compound at inference, every single day. One question: do you know what each AI call actually costs you? https://t.co/j9ebCEWWmV
Nuvo AI Deploys Top AI Agents for $1T Freight Market
Nuvo AI just launched the most powerful system of AI agents for the $1T+ North America truckload freight market.

AI Overpromises: Claude Can't Deliver All in 30 Minutes
Claude, you'll be done with implementing ALL of these improvements in like 30 minutes, including full test coverage and security analysis. You know it. I know it. Which, as Claude shows pre-AI estimates, is WILD. https://t.co/aB2o472961
World Models Are the Next Giant AI Leap
The Next Giant Leap for AI Is Called World Models World models could represent the next major step in AI — enabling systems to understand environments, predict outcomes and reason about the world more effectively. Read more 👉 https://lnkd.in/eX8VHuUs #AI...
Subagents Highlight Durable Patterns in Agentic Engineering
I've enjoyed the ongoing look at "agentic engineering patterns" by @simonw. It can feel like nothing is settled in this space, but there's durability to many of these (https://t.co/TaHWvSyKbZ). His latest one is on subagents ... https://t.co/CpjxjDc1wN
Lumen’s Crucial Follow‑Up to Pro‑Human AI Critique
Lumen with an important follow up post to the critique of the Pro-Human AI Declaration
Externalize AI Decision Context to Preserve Insight
NEW POST Conversations with AI are ephemeral, decisions made early lose attention as the conversation continues, and disappear entirely with a new session. @techygarg explains how to externalize the decision context into a living document. https://t.co/sZ58ZGWYEQ
Super Funds Ignored AI Risks, Need Immediate Action
A Silicon Valley Wake-Up Call for Big Super Funds: AI Demands Urgent Focus and Capability Building Now Question: If super funds managing hundreds of billions need "10x more attention" on AI AFTER Silicon Valley trip, what were they doing before? Risk:...
Deploying Robots Without Failure Protocols Risks Chaos
Robot “goes rogue” in a restaurant. That’s not the story. The story is this: We’re deploying robots into human spaces without clear failure protocols. Shutdown. Training. Accountability. That’s governance. #RoboticsSafety #AIGovernance https://t.co/xRipns0kSR
Skilled Workers Fuel AI That May Replace Them
Many highly skilled workers have been quietly training the very AI systems that may reshape their jobs. That comes with a trade-off: the knowledge they share today can become tomorrow’s automation. The real question for the next generation of professionals may be...