Every leap in computing begins with a new way to express intent. In the beginning, we spoke in commands. The first computers waited for precision. Each keystroke was an instruction carved into syntax. The interface was obedience itself. We learned to think like the machine so the machine could move. Power meant memorizing its language. Then came the graphical era. We drew our way through logic. Icons replaced incantations. The desktop turned labor into layout. You could see what you were doing, but not why you were doing it. It made work visible, not personal. Still, it was a revolution. The screen finally mirrored our eyes. Touch changed that mirror into glass. The hand replaced the cursor. You didn’t tell the computer what to do. You showed it. The interface became skin-deep. The world shrank to the size of a thumb, and computing became a feeling. Swipe, pinch, zoom, each gesture turned command into intuition. We stopped using machines. We began feeling them. Then came the feed. The screen started to answer before we spoke. Algorithms learned our patterns, our clicks, our moments of hesitation. They predicted what we might want and gave it to us before we asked. It was convenience at scale, but understanding without meaning. The machine knew our habits but not our intent. Curiosity froze beneath the surface of optimization. Generative AI melted the first layer of that ice. We could finally describe instead of select. We could speak in full thoughts again. A prompt became a prototype. A line of text turned into a film, a draft, an interface. It was the first time in decades that the medium felt alive. Creation became conversation. Each generation taught the next. The feed turned into a studio. But something deeper was waiting. For half a century, software followed orders. Now it’s beginning to understand them. We’ve entered the age of interpretation. You describe an outcome. It meets you halfway. You correct it once. It remembers. The next draft begins closer to your taste. The loop closes. Intentware listens before it acts. It learns the rhythm of your work. It traces what you mean, not just what you say. Each interaction becomes research in real time. The interface fades until all that’s left is understanding. That’s where we are now. A new layer of computing that collaborates instead of executes. The command line taught machines to obey. The GUI taught them to show. Touch taught them to feel. Generative AI taught them to speak. Intentware teaches them to listen. And once tools start to listen, they begin to learn us back.

During my conversation with @PetarV_93 - Senior Staff Research Scientist at @GoogleDeepMind and Lecturer at Cambridge. He said something that stuck with me. “You don’t need a PhD to think like a researcher. You need curiosity, discipline, and the courage to keep...
.@GoogleLabs just launched Pomelli, an experimental AI that turns your brand’s website into full-blown ad campaigns 🤯 Feed it your website: ↳ it reads your tone and style ↳ generates campaigns and captions ↳ keeps content consistent and scalable Live in the US, CA, AU...
Running your own LLMs? Meet your new best friend: vLLM. An open-source engine that rethinks inference for blazing-fast, memory-efficient serving 🔥 ↳ Powered by PagedAttention (virtual memory for attention) ↳ OpenAI API-compatible ↳ Free + scales like a beast Repo in 🧵 ↓ https://t.co/iTqEz8GjoQ

ICYMI, I've resumed my YouTube channel after 2 years and have been running a series called AI Chitchat. I'm talking to interesting people about their journey and the advancements in the world of AI. So far Ive talked to: > Andrey...

How could you use no-code AI to boost your projects? Top 10 Machine Learning Trends to Watch in 2025 https://t.co/e65AsSHtq4 #AI #MachineLearning #IoT https://t.co/jjQuiGTJ6d

Future of Jobs Report 2025: The jobs of the future – and the skills you need to get them https://t.co/lBMcF8QL6P #FutureOfWork #AI #IoT #GLMC @wef @Global_LMC @WorldBank https://t.co/HwvzA02oNJ
Progress is easy to fake. You stay busy. You launch things. You talk about traction. Everyone claps because motion looks like momentum. The team feels alive. The investors nod. But the market is silent. Real progress feels different. It feels like doubt....
The need for home care and companionship may prioritize bringing NEO home! https://t.co/xPWXTLfYqz #HomeCare #eldercare #healthcare #AI #humanoidrobot #humanoid @bigfundu @efipm @devaang @sonu_monika
How artificial intelligence is transforming the defence industry! https://t.co/BCOtBJlxzO #AI #artificial_intelligence #defenceindustrynews #FutureTech @CyberRobooo @ipfconline1 @JagersbergKnut @Khulood_Almani
Interesting data from Wharton showing that 75% of companies see a positive ROI on AI investment. But what’s more fascinating, and revealing, is the delta between companies that are $2B in revenue. Much higher rates of seeing significant gains and...
So many on X say founders need to be “great storytellers.” Hogwash. And it leads to founders selling bulls**t. Look, you gotta tell the story. But no matter what, if you are successful, you’ll get good at the story by...
The algorithm update changed ad retrieval, and I've watched brands launch 50+ ads per campaign while their ROAS plummets. Like + Comment “META” and I’ll DM you the campaign structure that leverages Andromeda. (must be following so I can DM you)...

40 European AI startups that raised $50M+ in 2025. Most are hiring. From open-weight models to robotics, defence, quantum, and healthtech. 1/ @MistralAI 🇫🇷 – $1.7B open-weight models 2/ @HelsingAI 🇩🇪 – $600M defence & security AI 3/ @IsomorphicLabs 🇬🇧 – $600M AI for...
From kitchens to living rooms: @WilliamsSonoma now powers 1 in 5 U.S. home-furnishings customers via #Agentforce. ✅ 200K+ chats/month ✅ 30% auto-resolved ✅ Faster. Smarter. Happier. 20-years of Trust & @Salesforce @WilliamsSonoma collab & AI-fueled for the holiday season. ❤️ #CustomerSuccess #AI 👉 https://t.co/ZWBfClwNWm
Learn how to break free of boring B2B marketing through storytelling and video during this interview with Heike Young: https://t.co/zc3gApQmMn
The ARC Prize foundation is hiring a backend engineer. If you're a builder with a strong track record and you're passionate about our mission of building the best AGI evals possible, please apply ⬇️
Matt Wolfe (@mreflow) on the race to build AI faster, and the risks that come with it. “Companies want to move fast to maximize profits and be first to market, but that often means jumping over guardrails meant for safety.” “We’ve seen...
Five Reasons Retail Buyers Are Ghosting Your Sales Team - B2B Marketing Blog | Webbiquity - https://t.co/No3cPjx6Gh

SaaS + large unsexy market = gold Live on @acquiredotcom: Referral SaaS helping contractors (plumbing, HVAC, roofing etc) share & track jobs. > $32K TTM revenue > $26K TTM profit > 84% margins Turning WOM into recurring income. Full listing: https://t.co/NqMh8TRUsA https://t.co/hiQW7jDrXJ

https://t.co/JtEZw7NKPj
Inside the #B2B Buying Cycle: 2.5 Years of U.S. Search Behavior, Mapped https://t.co/RTvOVmCJw8
https://t.co/SWse0SEbKs Are OKRs (Objectives and Key Results) helping your business grow—or are they creating a false sense of strategic clarity? Join Roger Martin, one of the world’s leading strategy thinkers, and Tiffani Bova, bestselling author and growth strategist, for a candid LinkedIn...

You need to read the third annual AI Adoption Report from Wharton Human-AI Research. ↓↓↓ - 82% use generative AI weekly (up from 72% in 2024 and 37% in 2023) - 46% use generative AI daily (+17pp YoY) - nearly 75% already see...
Writing about where AI-powered software is going and I’ve come up with a new name for what we’re all going to end up building. Essay coming later today.
Whoever nails real-time voice stands to win the interface layer to AI. Not screens. Not chat bubbles. One of the startups doing great work in this area is @Cartesia (disclosure: I'm an indie investor in the company). Their Sonic-3 low latency models are...

Waited 7 years for our SaaS vendors to build this for SaaStr AI London + SaaStr Annual So today, I built in 1 day on @Replit https://t.co/ymRJa89ima
This is how I learned it was happening (happened?) Go to your industry specific, unsexy, conferences that do not center startups. Not only can you shine, but people will genuinely want to learn about your solution If you’re a little bored you...
On that note, I am currently running a large-scale experiment on the upcoming inference-scaling chapter: A) Parallel Sampling - Self-Consistency (Majority Vote) - Rejection Sampling - Best-of-N (Verifier-Based) B) Sequential Refinement - Self-Refinement - Power Sampling - MCMC (Simple) - MCMC (Block as in "Reasoning with Sampling" paper) - Tree-of-Thought ......

2025 Tech Layoffs: The Great Restructuring 192K+ workers cut across 582+ companies through October. The numbers: Big Tech bloodbath: • Intel: 22-25K (biggest tech layoff at time) • Microsoft: 15K+ • Amazon: 14K announced, 30K rumored • UPS: 48K total (34K ops) • Meta: 3,600-8K • Google: 100s...
your screen now understands how you move in virtual worlds

🎙️ New article published: “𝗜𝗻𝘀𝗶𝗱𝗲 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀: 𝗧𝗵𝗲 𝗔𝗜 𝗧𝗵𝗮𝘁 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝘀, 𝗦𝗽𝗲𝗮𝗸𝘀, 𝗮𝗻𝗱 𝗖𝗿𝗲𝗮𝘁𝗲𝘀” At the core of today’s most powerful AI applications are Large Language Models (LLMs). We use them daily—often without realizing it—but how many truly understand what powers...
Almost every brand will need to rebuild their marketing funnel from the ground up. Alex Sherman, CEO of @Bluefish_AI, explains how brands are adapting to AI: “Marketers have always split budgets between organic and paid, but AI is forcing a rethink. What’s...

Great to see the shoutout from Jensen @nvidia for open-source AI & @huggingface. Open-source is the foundation of AI and we need much more of it in the US & around the world! https://t.co/kFtBAPbqZi
AI is a multiplier, not a miracle. Your data makes or breaks it.
Jony Ive is having to eat his words, I learned from an industry leader last night who has inside connections to @OpenAI. Can't disclose who it is, but he says that OpenAI is readying a full court consumer products push...
If an AI tool creates motion without movement, it’s research. When it compresses a release cycle, trims spend, or expands revenue, it becomes infrastructure.
Robot breakthrough. This is why the 12,000 workers at @Tesla's Fremont Factory are so important. I hear groups of them are training the robots, doing tasks over and over to give its simulator enough data to help it build very advanced...

You don't resolve a flawed strategy by excessively committing to ineffective OKRs. If your team is focused on metrics without a clear path to victory, it’s not about execution—it’s about evasion. In this edition of Playing to Win, we explore why...
Best face swap method in ai right now? Progress got nuked during the deepfake drama and I have about 6 minutes of generated footage with a slightly off face that needs a reliable fix
I'm hearing the same. That we are in a lull right now and that breakthroughs are coming. I'm uploading two videos with @blevlabs right now. He has one, and there are others. The videos are long, but worthy to see...

Just saw the MiniMax-M2 benchmarks, and the performance is too good to ignore :). So, I just amended my "The Big LLM Architecture Comparison" with entry number 13! 1️⃣ Full attention modules: As shown in the overview figure below, I grouped...
A huge robotics bubble forming? Learned last night at the @1x_tech party from an investor that @UnitreeRobotics is preparing a public offering, but that USA investors are being rebuffed. The guy I talked to wanted to put in $200 million and...
In this AI Chitchat episode, we sit down with Fernando from Liquid AI to unpack the rise of small language models (SLMs) and why architecture + data now matters more than raw parameter counts. We cover hybrid transformer/convolutional designs, neural...
#B2B brands on avoiding social media’s ‘sea of blandness’ https://t.co/gBIgUn2XoD
On SaaStr’s own little sales team, “outbound” from humans has still crushed “outbound” developed by our AI SDRs But the nuance is >whichSDR< we’ve ever had But the best AEs have still brought in deals the AI SDRs never would have, and...
Does AI make it easier to “create a category” as a bootstrapper? Tune in to find out 👇

Not all engagement is created equal. A “like” is polite. A comment starts a conversation. A share with perspective? That’s influence in action. In her latest article, @GageGrammer explores why engagement is more than metrics—it’s the story your audience tells about your brand. From...
Evergreen topics drop in value while additive content gains. https://t.co/eFIJadRsK1 via @Kevin_Indig, @sejournal
Researchers at Beijing Academy of Artificial Intelligence (BAAI) trained a Unitree G1 to pull a 1,400 kg car. https://t.co/uC9Xxw5Jap #unitreeg1 #Robotics #humanoid #AI @RLDI_Lamy @Ronald_vanLoon @baski_LA @labordeolivier @TysonLester