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How I explain AI to business teams in 30 seconds 👇 This infographic is a great map of the landscape, because it shows AI in three clear layers: 🟩 Traditional AI Predicts, classifies, and detects anomalies. Think: demand forecasting, fraud detection, ticket routing, risk models. 🟦 Generative AI Creates and automates knowledge work. Think: content generation, workflow automation, copilots, and RAG systems that answer using your company data. 🟪 Agentic AI Does the work end-to-end. Think: AI agents that call tools/APIs, coordinate with other agents, and integrate directly into products and services. The real shift for 2025: We’re moving from AI that predicts → to AI that creates → to AI that executes outcomes. 👇 Where is your organization today on this ladder — Traditional, Generative, or Agentic? #AI #TraditionalAI #GenerativeAI #AgenticAI #AIAgents #RAG #DigitalTransformation #Innovation #FutureOfWork
If you are interested in understanding the design and components of modern LLM architectures, I have extensively grown and updated the Big Architecture Comparison article I published last summer. It grew 2x in size since then: https://lnkd.in/g-dwdPqy 1. DeepSeek V3/R1...
Campfire wasn’t planning to raise again… Then they 10x’d revenue YTD, landed AI-native rockets like Decagon, and VCs started preempting. Term sheets in under a week. Watch 👉 https://t.co/TSr37V0Z82 #SaaS #AI https://t.co/Ajy9mKDi2U
Massive infrastructure move: @OpenAI signs ~$300B deal with @Oracle for cloud compute over ~5 years (Project Stargate), starting 2027. That kind of scale reshapes how AI systems are built. 🔗 https://t.co/tiNoxHT02y #OpenAI #Stargate #CES2026 #AI #IoT #5G https://t.co/Fk15YtbFXj
"I ran a startup for 5 years. I thought we moved fast. Then I joined OpenAI—and realized I had no idea what fast actually meant." Head of Product for @OpenAI's Codex @embirico and I chat about: 🔸 How OpenAI built the...
"I can't really make a big financial commitment right now… But if this project takes off/ the pitch you create for me works to get funding/ the campaign delivers new clients, it'll be very profitable for you." I've heard versions...
Your job as a startup founder is to find ways to innovate on distribution strategy as much as you innovate on product strategy.
Great work by the @SpaceX team
AI governance is not optional, it's essential. The EU Artificial Intelligence Act categorizes AI risk to protect rights and safety. Discover more with @ingliguori. #AIAct #Governance #ModelOps #AIethics https://t.co/Htivyq426P
I’ve been watching a pattern lately: a lot of businesses are trying to “add AI” hoping it will magically fix everything. But here’s the honest truth: AI won’t save a bad business. It will simply reveal what’s already broken. If your operations are messy,...
What your Q4 customers do in January is shaped by what you build in December. Here’s a simple segmentation play to win the handoff: • Match bundles/offers to intent signals • Tier buyers by AOV + time of purchase • Build a January-only “membership”...
The smartest brands are quietly turning December into their most efficient retention month of the year. Lower CPMs Higher intent traffic Warmer audiences from Q4 spend They run continuity for success. Here’s the play: • Segment BFCM buyers by SKU and UTM • Trigger product education flows...
Dear marketers: let's retire the word "awareness." Especially used in sentences trying to prove marketing's value: "elevate awareness" "increase awareness" "competitive awareness" "aware awareness" First off, it's an ugly word. AWARENESS. Gross. awareness. awareness. awareness. awareness. awareness. awareness. awareness. awareness....
two new essays on @airstreetpress next week: 1) tues: can ai generate new science? on ai agents for discovery 3) thurs: rebuilding high-stakes software ai-first - a case study in clinical trials sign up at press(dot)airstreet(dot)com
AI investment is increasingly concentrating in a limited number of nations, with the United States and China standing out as primary points of gravity for capital, talent, and strategic direction. From these national ecosystems emerge the conditions that support scale,...
This is a big. Train LLMs ~3× faster with no accuracy tradeoff. @UnslothAI just rolled out a strong set of kernel + data pipeline upgrades that remove real training bottlenecks: padding overhead, unfused ops, and long-context indexing pain. Result: models like Qwen3-4B now...
I just ran one of these prompts. Asked Grok about you. Here is its answer about what you desire, fear, and obsess over: - **Desires**: Early access to cutting-edge demos, prototypes, and announcements in AI, robotics, AR/VR/spatial computing, autonomous vehicles, and brain-computer...
Per @WSJ, OpenAI has gone from just a 6 month cliff for equity vesting now to … no cliff at all And will “spend” $6 Billion this year on employee equity Even at OpenAI, the war for talent never ends https://t.co/uOw6ReBXCF
I appeared on Bloomberg to discuss President Trump’s new Executive Order supporting a national standard for AI regulation. Thank you @business @EdLudlow @CarolineHydeTV https://t.co/9Q6foJE5ZK
Google AI Edge: Google's Advantage Over ChatGPT Unfair? https://t.co/tqNQnpD5RW #Gemini #openai #LLMs #GenAI #AI #generativeAI #ArtificialInteligence
Enabling small language models to solve complex reasoning tasks | MIT News | Massachusetts Institute of Technology https://t.co/4ykZwiTvuN #LLMs #LLM #SLM #GenerativeAI #GenAI #ArtificialInteligence
The more you use dynamic ad insertion to swap sponsors in your back catalog, the more you turn every viral video into a recurring revenue stream, not a one-time payment. The sooner you realize you can now sell, test, and rotate...
In 2018, Ron Schmelzer and I set out to solve a practical problem: how do you manage AI projects responsibly and deliver business value? That became CPMAI, a vendor‑neutral methodology designed for real‑world AI delivery. ➡️ Fast forward to today:...
I love B2B SaaS startups like these. Hyperniche. Hyperfocussed. A HR/talent contact data platform on @acquiredotcom. > $158K TTM revenue > $72K TTM profit > 700K+ HR leader database Listing here: https://t.co/Gw1nCjb4CK https://t.co/HsiMTD2o8o
Confused about the different competing views around whether A.I. will be good or bad that don't seem to acknowledge each other? "Faces of AI," is a short video that aims to synthesize seemingly opposing perspectives on AI: https://t.co/tEXlavoJ9v It's part of a series...
Cheat sheet: ChatGPT = create/build (writing, coding, workflows) Grok = live trends + punchy takes Gemini = Google Workspace-native collaboration Claude = deep reading + long-doc reasoning Perplexity = research w/ citations Right tool for the right job. #AI #LLM #Productivity https://t.co/yIkFj6w8T4
Peter Thiel’s leadership hack? Laser in on one crucial focus per person. No distractions, no clutter, just relentless focus. This strategy creates progress where it counts and quickly exposes any lack of momentum. https://t.co/2xQYgAEpuA
Every December, I deliver “Next Year in AI Leadership” talks to my clients. And this is the first year where every single slide feels like sci-fi. Like, what do you mean I built a sign language app in <20min? What...
I've been researching connections between water, spirituality and GenAI for around two years. The Introduction and Abstract below represent my first crack at developing key themes I'm working on with friends and thought leaders including Ben Christensen , Nicoleta Acatrinei...
I wasn't getting what I wanted out of OpenAI api this morning so switched over to Anthropic -- for this feature Took about 20 seconds to "hot swap" per @Benioff's point on LLMs as the new disk drives I don't think...
AI agents aren’t powered by “one LLM.” They’re built by choosing the right model type for the right job. This infographic nails it: 8 LLM families show up inside modern agentic systems, each with a distinct role: 🔹 GPTs –...
Founders checking @metricablecom to see their MRR growing: https://t.co/pR5aUMFM2e
What happens when a finance leader becomes a founder? John Glasgow built Campfire with $3.5M raised… and still had half the cash left. Investors literally told him: you need to spend more. Watch 👉 https://t.co/TSr37V0Z82 https://t.co/T7hvpjJI62
Timeless marketing wisdom: You've gotta make people FEEL something if you want them to DO something
2025 in the end was better for IPOs than 2022-2024, but still pretty Meh per @WSJ But 2027 (plus or minus)? Databricks, Anthropic, OpenAI, SpaceX, Canva, Stripe, etc? Probably will be the great stretch for IPOs of all time. ...
Liquidity is thin in startups It's entirely possible for you to have had a $100m acquisition offer last year and 0 offers today Or to close an oversubscribed rounds just a few months ago and have 0 VC interest today
Is this AI erotica announcement happening? It’s December. Sam said December. Or will it be smuggled in again? Or was the backlash enough to delay or stop the rollout? Upon your first adult prompt, do you have to confirm your...
2026 planning is officially done. Last weekend, we locked in the roadmap for the next 12 months. We made some hard decisions. We killed some legacy projects. We doubled down on what’s actually working. (And yes, we managed to break...
What blows my mind is seeing people charge $500+/hr and then spend their day doing $10/hr admin tasks. Last year, I worked with a company where the Head of Sales spent most of his time building HubSpot forms, cleaning spreadsheets,...
5 Powerful AI Prompts That Can Boost Any Business Idea Unlock creativity and new opportunities — these 5 AI prompts can help you turn any business concept into a stronger, more refined idea. Read more 👉 https://lnkd.in/eXGVbtPb #AI #BusinessIdeas #Innovation...
im convinced getting a robot to be generally good at going into a random kitchen and unloading a dishwasher with e2e ml is orders of magnitude harder than self driving cars with e2e ml.
AI investments reveal the new capitals of innovation. This map helps you understand where the market is moving today and why it matters for the future of business. Infographic by @StatistaCharts via @antgrasso #AI #BusinessStrategy https://t.co/tgPXM8E3ol
I've covered 9,000+ tech funding events at my SaaS news site. I just launched a searchable database of those funding events. I built this with Replit which was an amazing and frustrating experience. Fast coding but a lot of errors....
AI ops tools combine. They don't compete. Whenever a new tool launches, people go "RIP existing tools" (especially if it's from OpenAI). But they're missing the point. The field of ops and AI automation is WAY too big to be covered by one single...
Prompt debt might be the most 2025 kind of technical debt. It’s what happens when AI writes your code… but you never build the mental model behind it. Shaw Talebi calls it out clearly: LLMs can generate code, architecture, even some...
If you go back in time to the year 2020, when you performed a search, how did you do it? You probably went to Google and just typed in a query. And every so often, you may have even used voice search. But...
New @Grok Imagine just dropped
Man I am seeing a ton of reactions like this to OpenAI’s latest and a few positive comments. Where do you stand?
“This paper begins by sketching the expertise framework proposed in our 2025 paper “Expertise,”2 and then applies this framework to consider two broad scenarios by which AI may reshape labor markets.”
Mothers Against Drunk Driving should be supporting @waymo. And other autonomous companies. Getting people to take an autonomous vehicle home from bars will save many tragedies from happening.
