Drones Turn Indoor Strawberry Farming Into Data‑Driven Manufacturing
Strawberries. Indoors. Stacked to the ceiling. Now add drones flying between the rows. In the 4D Bios setup, drones move through vertical shelves and capture high-resolution images of leaves and fruit. Instead of manual inspection, plant health becomes a data stream: > drones scan them all the time and turn ripeness, disease, and growth into real data that systems can act on. That’s when agriculture starts looking a lot like advanced manufacturing. Video: https://lnkd.in/daW-m46v —- Weekly robotics and AI insights. Subscribe free: 22astronauts.com
AI Restrictions Trap Chinese Startups, Hurt US Innovation
“If Beijing forces Chinese AI innovation to remain fully domestic, Chinese startups face permanent capital constraints. If Washington blocks all China-adjacent AI deals, American firms lose access to innovative Chinese technologies.” https://t.co/zD3VCYdTdC
AI Agents Boost Platform Growth by Simplifying Data and Code
When thinking through the future of software, it’s helpful to think through what will we produce more of vs. less of in the future due to agents. And what systems are tied to that production or consumption. Whether it’s a new...
Iceberg's New API Validates DuckDB's Catalog Metadata Claim
The fact that iceberg has introduced a scan planning api is a tacit admission that ducklake is right and the metadata should just live in the catalog. https://t.co/PgsOWxx1v0
Ship Only What Users Actually Need, Backed by Data
The best teams ship what they can prove users need. User research turns opinions into evidence and protects you from confident guesses. Get the receipts on your users with Seena Labs — seenalabs.io

Self‑Driving Infrastructure Gains New Runtime Log Tools
Full self-driving infrastructure getting closer every day. Today we shipped: 1️⃣ 𝚐𝚎𝚝_𝚛𝚞𝚗𝚝𝚒𝚖𝚎_𝚕𝚘𝚐𝚜 in our MCP server¹ 2️⃣ 𝚟𝚌 𝚕𝚘𝚐𝚜 CLI filters² e.g.: --𝚜𝚝𝚊𝚝𝚞𝚜-𝚌𝚘𝚍𝚎 𝟺𝟶𝟺 --𝚕𝚒𝚖𝚒𝚝 𝟷𝟶 Just ask Claude Code to fix your crashes. Or trigger an agent when an anomaly alert webhook...
AI‑Driven Sell‑Off Sparks Tech Opportunities on Bloomberg TV
Look forward to discussing this AI driven sell-off and the opportunities in tech on @BloombergTV at 9:40 am with @mattmiller1973 and @daniburgz 🔥🍿📺🐂🏆🎯
AI Accounts for Just 7% of January Layoffs
🔴AI is NOT the reason for job market LAYOFFS: Artificial Intelligence (AI) was cited in 7,624 of 108,435 layoffs announced in January, representing 7% of all cuts that month. Since 2023, AI has been referenced in just 3% of all job cuts...

Investors See AI as New Core Platform Layer
Pavel (@pavelprata) mapped predictions from 132 investors. Common themes: 1. Autonomous AI as the Next Platform Layer 2. AI Infrastructure 3. AI Meets the Real World 4. Rebuilding Payments for an AI-Native Economy 5. AI Economics & Pricing https://t.co/0jsLI8PbFk
Human Conversation Beats AI Emails for Real Resolution
Your AI wrote a perfect email. Their AI wrote a perfect response. Nobody said anything. You know exactly which thread I'm talking about. A customer was crashing out over email. Every message was longer, more detailed, more structured. And more...
AI-Driven Safety Investigations Save Lives Through Partnership
AI for safety investigations. This will save lives. Thank you Joseph Hanna for your leadership on this and The AES Corporation for partnering with AI Fund to build this.
Super Bowl Ads: Not Worth the Cost for Small Marketers
"Here's why Super Bowl ads aren't worth it" - marketers who've never had the budget for a Super Bowl ad

Screen‑time App Earns $40K Profit by Stopping Scrolling
$40K profit for helping people stop scrolling. Live on @acquiredotcom: screen time app that automatically boots users out when their timer runs out. > $48K TTM revenue > $40K TTM profit > 500+ paying users Full listing: https://t.co/iTEIt81XrI https://t.co/vb6LdS8811
Free Tool to Amplify Your AI Brand Visibility
If you're trying to: - grow your brand's presence in AI tools - get more press mentions - increase the likelihood you'll be in Google's instant answers - boost brand awareness among your audience Well... @alertmouse is free🔔🐭

AI SaaS Floods Web with 122 Spammy Listicles
Another example. I think this makes about 15 sites (and counting) with 100+ self-promoting listicles, whose blogs were hit hard between Jan 20-30. This is another AI SaaS company (shocker) with 122 self-promotional listicles and spammy review Schema. https://t.co/EG2AbExB6S
Future Teams: PMs Code, Architect Manages Infrastructure
anyone with theories on how software teams will evolve? today: 1 eng, 1 PM, 1 designer (EPD) tomorrow: 10 PMs who vibe code all day + 1 eng architect (the architect creates the scaffolding and writes adversarial agents to manage tech debt, security, scalability issues) Thoughts?
Four New Leaders Join Planetary Science Institute Board
Scott Pace and Dan Dumbacher are 2 of the 4 newest Planetary Science Institute Board members. Others are Stanford's Michael Kuiken (Vice Chair of US-China Economic & Security Review Cmsm) and Lockheed Martin's Lora Koenig (remote sensing for Earth sci)....
Historical Base Rates Reveal AI Growth Realities
We have a new report out today, "Bayes and Base Rates: How History Can Guide Our Assessment of the Future." -We place projected sales growth rates of some artificial intelligence (AI) businesses in the context of history. - We review...

Google’s 100‑Year AI Bond: Ambitious or Foolhardy?
Google issuing a 100-year bond to fund AI capex. Remember JC Penney’s 100-year bond? Issued in 1997. Bankrupt in 2020. At least they got their basis back in coupons.
GeminiApp's Two-Year Rise From Underdog to Success
Hard to believe @GeminiApp is 2 years old already. From being the underdog (as Bard) and getting roasted online to where it is now. What. a. journey.

Rep. Meng Applauds Isaacman's Workforce Initiative
Stmt from Rep. Grace Meng (D-NY), top Democrat on the House Approps CJS subcommittee, praising Isaacman's workforce initiative: https://t.co/ZnvQrOzfUo
Brands Illegally Use Celebrity Images Without Permission
I can’t believe how many Social Media Brands just actively break copyright & name / image / likeness laws. You would hateee if a brand you didn’t use put your personal picture on their social media, yet SMMs regularly use celebrity...
Join Free Hands‑on AI Workshop for Finance, Sales, Ops Leaders
If you lead a finance, sales, service, or ops team and you're still trying to figure out where agentic AI fits, this is the room you want to be in. I'm keynoting at Microsoft Times Square on Feb 26 with...
PE Overvalued Saa
Entrepreneurs: private equity firms OVERVALUED SaaS companies during 2020-21. NOW, those “overvalued” companies are getting marked down 30-60% 🤯 If you’re an investor = BUY distressed assets LOW If you’re a startup founder = CASHFLOW CASHFLOW
AI Personas Deliver Instant Strategic Product Feedback
Out of all the things we've shipped recently, this one has been my biggest wow moment. Instant feedback from any type of user... → Create a persona that matches your real users and buyers. → An AI agent takes on...

Alibaba's RynnBrain Positions China to Lead Robotics AI
Will China be competitive in robotics and physical AI? It sure appears that way. RynnBrain is Alibaba’s foundational AI model designed specifically for embodied intelligence—the field of AI that powers robots to interact with the physical world. Developed by Alibaba’s DAMO Academy,...
Decentralized AI Sparks Innovation, Team9 AI Leads Ripple
The decentralized AI revolution that @openclaw started has gotten a ton of innovation kicked off. @Team9_ai is a great example of the ripple effects.
AI Should Free Experts, Not Add Extra Tasks
Yeah, in an ideal world, we would use AI to enable experts to do higher-quality work. But in the real world, they are also expected take on a wide range of additional responsibilities that detract (& distract) from their core work.
Essential UC Berkeley Math Primer for Machine Learning
Mathematics for Machine Learning (47-page) An introduction from UC Berkeley Linear Algebra Calculus and Optimization Probability [📍SAVE FOR LATER] https://lnkd.in/dgziZ3xS —- Weekly robotics and AI insights. Subscribe free: 22astronauts.com
AI Turns Dull Office Tasks Into Fun Games
Most office work is boring... AI is already making it fun again. Not only is it helping automate work, but people are also gamifying work. Have seen people build sales leaderboards with Replit and video games to help you clear...

Google's Review Rules Crush Self‑Ranked Listicles
I think some marketers forgot (or maybe didn't know in the first place?) that Google has specific guidance for how to write good reviews. This documentation originated from Google's Product Reviews updates - a specific ranking system they launched in 2023,...

AI Threatens S&P's Analytics, Not Its Core Ratings
About 65% of $SPGI's (down >20% over past month) pre-tax earnings come from ratings & indices. The potential challenge that AI poses to S&P's analytics/consulting/intel business is something I get. But I don't understand AI's bear case for ratings & indices,...
Profit on Paper ≠ Cash; Forecast to Stay Afloat
You can have your best year ever, revenues up 500%. ...yet STILL run out of money. 💀 Cash and profit are not the same thing. Your P&L says you made $250K in paper profits. But that cash isn't sitting in your bank account. It...
Use Openclaw to Create Chrome Extension for Real‑Time Agent Insights
Openclaw tip: ask it to build a chrome extension for you - then you can easily send page info, screenshots, cookie information, you name it, right to your agent while browsing the web. Super helpful to turn inspo into roadmap.
Credit Access Remains Lifeline for 40% Struggling Consumers
Check out the panel hosted by @CreditOneBank, where we discussed how access to credit is a financial lifeline, especially given that 40% of consumers have trouble obtaining credit from traditional banking organizations. #financialhealth #financialwellness #creditcards #ad https://t.co/lMc0qdw4Uj
Beyond Surface Code: Exploring Exotic Quantum Error‑Correction Zoo
I like to picture the space of error correction codes as a zoo with many exhibits. Many people are familiar with the surface code, it’s certainly the workhorse of our field. But there exist exotic codes that protect quantum information...

Excessive Spammy Listicles Trigger Multiple Google Core Penalties
Wow... this site tried everything and got hit by the March '25 core update, June '25 core update, Aug Spam Update, Dec core update & recent Jan algo update. It has *over 3,000 self-promotional listicles,* incorrect/spammy/duplicate AggregateRating Schema, & scaled AI...
Senate Commerce to Re‑mark up SAT Streamlining Act Feb 11
Senate Commerce confirms that tmrw (Feb 11) it will try again to mark up the SAT Streamlining Act and other bills under consideration on Feb 3 (see our What's Happening Feb 8-14 https://t.co/ZGgCRqAXcJ). The markup is in the...
Pre‑AI SaaS Loses Appeal as Costs Rise
When was the last time you were excited to buy a pre-AI SaaS tool? When was the last time you felt like you were overpaying on a renewal for a pre-AI SaaS tool, and thought about cancelling? Hence, the markets

Software Multiples Hit 2014 Lows Amid AI Fears
Software earnings have been quite resilient, yet prices have collapsed over AI worries. As a result, multiples are the cheapest they've been since 2014. Sometimes things are cheap for a reason, but what if this is another DeepSeek moment? Nice charts...
Executive Backing Turns Data Governance From Reactive to Strategic
Data governance is critical but tough. Without executive support, clear roles, and resources, committees stay reactive. Done right, it drives strategic decisions and strengthens both insights and cyber resilience. https://t.co/brZ80xsiyu

Predictive World Models Transform AI, Robotics, and Gaming
For our free newsletter this week, we talk about the significance of World Models. @IrenaCronin and I write this newsletter every week. World Models are AI systems that learn how an environment changes over time so an agent can predict what happens...
Build Many AI Prototypes, Kill Most to Avoid Product Debt
"Coding will be practically solved for everyone within six months." That's the most important line in this talk. It will continue to unleash unbelievable acceleration in what people can build. But it's going to lead to tons of AI...
Exploring Cutting-Edge Automated Lab Gear at SLAS Boston
SLAS is going on in Boston right now. We’re checking out a lot of cool automated lab equipment this week. https://t.co/CSFO1oGnt7
Keep Core Systems, Use AI to Reduce Friction
There is a strategic difference between creating advantage and assuming responsibility. Mission-critical systems of record are designed to manage compliance, auditability, and operational consistency across industries. Replacing them with AI-built alternatives transfers that responsibility to internal teams for the life...
Make Your Brand the Generic Verb of Its Category
Every brand should have one goal: Be like Kleenex. People ask for Kleenex all the time, when really, they're asking for a tissue. The last generation said "Xerox this for me" as much as "copy this for me." ChatGPT has already become...
Winning Products Focus on the Critical Last 20%
We’re about to be flooded with: – average MVPs – look-alike products – tools with no point of view – software that works but doesn’t matter What actually wins now isn’t speed to “something.” Today, anyone can prompt their way...
Capture Attention: 3 Proven Techniques for First 30 Seconds
Many presenters lose their audience in the first 30 seconds. In this video, I'll give you 3 techniques you can use in your next high-stakes presentation to keep your audience engaged. #BusinessStorytelling #ExecutivePresence #PresentationSkills
Banking Chief Calls for Urgent European Payment Alternatives
European alternatives to Visa and Mastercard ‘urgently’ needed, says banking chief - https://t.co/TJ18SQs5Bg via @FT
OpenClaw Unlocks Business Leverage Through Proactive Automation
“OpenClaw is overhyped.” Only if you don’t know how to use it. It’s just like having a weapon you can’t wield. Most people are just not using it for max leverage. Here’s how it’s helping from a business standpoint: 1 It’s logged into ClickFlow,...