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 startup or existing platform, any system that is directly tied to areas where agents dramatically lower the cost or complexity of doing something that was hard before will see all new use cases emerge for its products. Ali Ghodsi at Databricks called out that they’re seeing major growth because AI agents have made it far easier to query your data, which means any user in the enterprise can do this. This drives up data use cases. Equally, any software that’s inherently tied to the increase in software that agents will produce will do well. Mike Cannon-Brookes at Atlassian has shared that they see higher adoption from users that are using coding agents. At Box, we see this with the growth of companies wanting to tap into their enterprise content in a ways that would have been impossible to scale manually before. Extracting data from documents, analyzing research, or automating the production of content all become possible where it would have been infeasible before. There are endless examples like this. So while some parts of software will get squeezed as use-cases compress into agents in some areas, there equally will be a ton that grow far more.

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...
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 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...
I decided to work with @Regu1ar_J0e on @UFX_Project and @prometheusUFX back in November. Two reasons. 1. Drones and AI are synergistic frontier of emerging tech 2. Theres no point in doing anything in crypto or software unless there is a defensible moat…...

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
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 useless. He...
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.
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 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.
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.
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 Harvard...
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 that persona. →...

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,...

In 2020, I hired McKinsey to teach me about the global energy transition. I learned a lot, but it cost me more than $2M. After that experience, I decided to build my own internal research project at Social Capital called Learn...
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.
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.
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
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...

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,...
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.

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...

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...
"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...
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 of...
“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,...

'Tis a very odd experience to hear your AI call itself lazy. Claude Code made an error, I caught it, I asked why it was wrong, and it told me, "Because I was being lazy about it." These are the tricky...
I've been doing analytics for 14+ years. And I'm a Microsoft Excel MVP. It's 2026 and top Excel users know better than making this mistake: Ignoring Python. Because Copilot in Excel uses Python to work it's magic with your data. Even if it doesn't tell...

AI DATA CENTER STACK — this is a systems build, not a chip cycle 👇 COMPUTE & SERVERS: $NVDA Owns accelerated compute end to end. CUDA locks software, NVLink locks topology. Sells architectures, not chips. Switching costs scale with clusters. $AMD Pressure valve...

AI, VR or AR? What is the future of professional flight simulation & training devices? A recent RAeS Conference explored the issues. https://t.co/ZbRn47azyY https://t.co/1s7khhvPme
🛑 STOP SCROLLING 🛑 🛑 STOP SCROLLING 🛑 Remember that AMAZING blog post, white paper, video or podcast your team published last year? I have a simple way for you to get more out of it in 2026... It's a simple tool...
That little market freakout is a real mechanism: if AI makes it cheap to do what a vendor used to sell you, the vendor’s future profits fall—even as the rest of us get more productive. https://t.co/HE7npk5km7
Flo Crivello , founder of Lindy told me he gave early users a product that was oily, half-broken, and rough around the edges. His no-code AI automation platform wasn't ready. Not by traditional standards. The first people through the door didn't judge...
Be honest, can you actually tell which LLM wrote something (ChatGPT, Claude etc.), just from the text?
"How we built $4.8M in pipeline from our AI agents, $2.4M closed already - Deal volume has doubled - Win rate has doubled - Agents work 24x7 - Agents have more context to pull from - $100k deal closed on Saturday" https://t.co/JjohuS42oM

Hardware winners of the $600B+ hyperscaler CAPEX wave 🧵 Meta, Microsoft, Google, and Amazon are prioritizing compute, power, and networking control into 2026. ~75% of spend is AI infrastructure. Price sensitivity is low. Supply is tight. This is a vendor-selection cycle,...
The concept of ‘business meetings’ has changed yet again. And it’s because of AI agents. Because now before every long meeting I am forced to ask myself what I want Claude Code or Claude Chrome to do for me during...

🚨 Claude is now in PowerPoint, and it's just insane how good it is getting. → it works inside your template → generate full decks with logical structure → iterate to simplify → combine slides .. it can even creates editable diagrams directly in PPT...
Investors are turning cautious on listed credit funds as AI pressure hits the software sector. Bonds and equity of business development companies have fallen sharply this year. AI disruption is no longer just an equity story. https://t.co/bHKVx28aQi @ft
The effective use of agents is creating one of the widest spreads in output productivity we’ve seen on a per role basis. We didn’t see this with chatbots previously. Chatbots probably sped up work by maybe 10-20% in most cases...
I’ve found a new favorite way to use LLMs: Checking for bad advice. Whenever I'm riffing on growth with ChatGPT, Claude, or Gemini, and I strongly disagree with a premise, I know I’ve struck gold on both content and execution. The Content...
A corollary for AI tooling: its outputs will only ever be as good as the person wrangling them from it. That's really all it is. Yet another powerful tool (like a compiler, or k8s) that can only be run effectively by...
hi! if you want to work at some of the most interesting startups in AI, come to our next mixture-of-experts event at @conviction and hear from the founders of Harmonic, Worktrace, Sunday, Treehouse and Trajectory https://t.co/ZL7mdnszUl
Since Bharat Chandar , Ruyu Chen and I first posted our "Canaries in the Coal Mine?" paper, there has been an explosion of research seeking to assess the relationship between AI and employment, especially for early career workers in highly...
AI anxiety often misses the key margin: it’s not “humans vs machines,” it’s “humans who use machines vs humans who don’t.” The tech shifts who’s productive—and who gets paid. Remember, you don't need to outrun the bear. https://t.co/jULdqTdCrU
We saw firsthand the power of AI. 🤖🏈 Slack helped us collaborate w/ MrBeast in just 27 days instead of 6 months. Slackbot became our teammate, a coworker with agentic superpowers to instantly find any information needed and turn it into...
“The compute used in our post-training of Composer 1.5 even surpasses the amount used to pretrain the base model.”
So we added one new AI Agent to our arsenal this week, and it's a great one, even though it's pretty new. Much more to come. And another? In the end, we decided not to deploy it. What happened? It's pretty...
You wrote something important. Your team pasted it into AI and asked what you meant. And that bothers you. Here's why. You're writing for people who don't exist. The ones who sit down, read 20 pages, absorb it, and execute perfectly. That...
openclaw might be an interesting new backend primitive: it's a server that configures itself. instead of wrapping chatgpt to build your product, can your AI just interface with your customers directly?