
It's a complicated process! Don't make fun of him! > Propose POST /models/gemini3/chat in a Slack thread. 186 replies later, no consensus on the URL. > Start a "Gemini 3 API Integration Task Force" with its own weekly standup and logo. > Write a 20-page RFC explaining why adding yet another LLM is "strategic differentiation." > Schedule a 90-minute meeting to debate the enum name: GEMINI_3, GEMINI_V3, or GEMINI_THREE. > Product insists on a feature flag: enable_experimental_gemini_3_for_selected_beta_power_users_only. > Legal demands a review of Gemini 3’s terms, privacy policy, and the meaning of the word "3." > AI Safety team requests red-team evals for prompt: "Hi." > Data team wants telemetry for: model id, token count, latency, user’s shoe size (for "insights"). > DevOps adds three new dashboards and five alerts to monitor "Gemini 3 Response Vibe Score." > Backend dev finally adds the 1-line model = "gemini-3" change. Spends 40 minutes fixing linter complaints. > QA writes 12 test cases to ensure Gemini 3 returns… text. > Design updates one dropdown: "Model: GPT • Claude • Gemini 3 (BETA, MIGHT EXPLODE)." > Security insists on a penetration test for the dropdown. > CI runs a 58-minute pipeline to verify the one-line diff. > One flaky test fails, rerun everything. Tweet: "We just shipped Gemini 3 support. Simple 1-line change, plus 3 docs, 7 meetings, 12 approvals, and a new task force. We are fastest ai platform in the world!"
How fast could your org recover from an AI-driven security incident when mistakes and breaches are inevitable? As @Commvault CEO @SanjayMirchandani said: “When data is inconsistent or compromised, AI gets things dangerously wrong. Recovery isn’t a process, resilience now runs the...

Great data from VenCap analyzing 1,900+ VC funds (2000-2019): ☹️22% lose money (return <1x) 👇64% never hit 2x 🚀Only 6% return 5x+ 🔥Just 2% hit 10x Translation: A randomly selected VC fund is 3.7x more likely to LOSE money than return 5x. But here's what changes...
It truly felt like teamwork. Everyone contributed. We asked questions, answered each other’s questions, and shared experiences. We acknowledged something important: #b2bmarketing is hard and it’s only getting harder. But by talking openly, we realized that whatever marketing challenges we...
I don’t support this but it’s interesting that young people view AI more favorably than the politicians who are constantly bashing it.
And that’s a wrap on our 2025 GTM Operating Partner Gathering Series! Six dinners. Hundreds of insights shared. And a curated, diverse group of Operating Partners representing intelligence from thousands of growth-stage SaaS companies. Our final stop was San Francisco...
"Well...um. My shortest answer... What's good for traditional SEO is good for AI visibility. What's good for conversion optimization is good for AI recommendations. You have to do both." Thanks, Theresa , for capturing this moment on the Semrush webinar...
I enjoyed getting into both the technical and the inspirational sides of AI with JetBrains’s Kris Kang. I believe that the best use of AI isn’t about pinching yesterday’s pennies; it’s about doing the previously impossible. Sign up for the...
I'm thrilled to celebrate a major milestone for insitro: advancing CTRO-1013, our therapeutic siRNA targeting IRS1, into IND-enabling studies for MASLD. What makes this moment so meaningful is not just the progress toward the clinic, but how we got here....
New!! Cursor Hit $1B ARR in 24 Months: The Fastest Scaling SaaS Ever? https://t.co/kV5BNeeW4m

Gemini 3 Pro is the best model in the world for multimodal understanding. One of its most exciting capabilities is document understanding and reasoning. This means you can convert information in any format and into the medium that works best...
This looks crazy good, will run evals now on our sota II-Agent The cost and speed of grok fast 4.1 are way higher than comparable agentic AI models, even top notch ones from the numbers here - 10-20x better in some...

Buyer-side agents are the real disruption (a sneak preview of our Martech for 2026 report) https://t.co/emy5sjMTIh #martech https://t.co/iZu2dsRJza
Music team @StabilityAI is amazing, was a privilege to build it up and see how they came together It’ll be super interesting to see how music evolves with generative AI from technology to form to expression itself
My interview with @danprimack for the @axios dealmaker summit yesterday 0:44 We are in an LLM bubble 🫧🫧 2:13 Does it create risks for AI in general 2:57 Why is open-source important? 4:33 Why haven't we raised recently? 6:45 Is China winning not only in...

👀 the US Government getting policy inspo from @stateofaireport 🔮 see our prediction #10 https://t.co/lLCww4bNRG
Great VP of Sales, first week: - brings 2-4 great sales execs in ASAP. often week 1 - identifies top existing talent, does what it takes to keep them - begins to move out underperformers - jumps into all critical deals Mediocre VP of Sales,...
High agency is often mistaken for speed. People assume it belongs to the ones who decide quickly and move without hesitation. That version looks impressive, but it is not what actually drives results. The real marker of high agency is quieter....
This company is building datasets to build world models for robotics. Only has 39 followers.
Dropping another internal Context episode. @vlaurenlee and I talk about how she ascended Shopify from senior PM to leading all of product. Vanessa is brilliant. Worth a watch for any builders. https://t.co/IQbZEEIsms
You don’t need a massive audience for your podcast to matter. What you need is the right people listening and the right strategy behind it. Here’s why podcasting is still worth it, even with a small audience: - Most business...
🎯 Amazing first day at #WDAYRisingEMEA in Barcelona, where Workday unveiled an impressive strategy targeting European sovereignty, midsize market expansion, and the shift from AI insights to AI action. #WorkdayPartnership Here's what dropped today: 1. EU Sovereign Cloud Full EU...
Lovable hit $200M ARR under 12 months. Their revenue per employee is an insane $2-3M ARR. Here's how they pulled it off 👇 Most founders mostly chase growth with sales hires, CAC math, and funnel tweaks. Lovable took the PLG...

I just dumped the latest NVIDIA 10-Q earnings report, released an hour ago, into Agentic Document Extraction, and the results are really accurate! Left side of the image shows the original PDF; right side shows the extracted info, including...

🚨London🚨 We're hosting a @Fin_ai x @attio x @meetgranola meetup next week It's me, @nicolasosharp (CEO, Attio) and @VasZhovner (CTO, Granola) discussing Product Strategy in the AI Era. When: Wednesday, November 26, 6pm Where: Mindspace, Shoreditch Link in comments
London: We're doing a Fin x Attio x Granola meet up next week! I'll be joined on stage by Nicolas Sharp (CEO, Attio) and Vas Zhovner (CTO, Granola) and we'll be discussing Product Strategy in the AI Era. Details Wednesday,...

This guy literally built a system prompt that makes Sora 2 create mind-blowing videos. (prompt in 🧵 ↓) https://t.co/FDqN6qSR2I
i dont want models better on benchmarks. i want models that are better in real world scenarios
New Codex model is a significant improvement!
Caught up with an old colleague running sales at an AI company at $50m ARR. 🤵♀️They're building out their sales team now🧏♂️ The goal? 5 more humans, for a total of 8. Yup. Just 8 total. Too few? Probably. But...
The AI bubble is not a bubble. It is a series of waves. Tried to tell you. The waves will continue for years. Surf is up. Catch the waves that you can. They are coming in tight sets today.

New research from @MIT! The following is going to change in my opinion as more people and companies realize the advantages of open models: "Closed models dominate, with on average 80% of monthly LLM tokens using closed models despite much higher...
Super excited to deepen our partnership with Microsoft . Thanks Scott Guthrie for this partnership which we announced together 8 years ago! Looking forward to the next decade together. Check out our Ignite video below.
Category disruption is certainly not reserved for the tech industry alone. Real disruption - the kind that changes market share - is definitely not a common thing, but it does happen in young categories or ones experiencing strong underlying growth...
I’ve built startups, raised millions, and exited for $169M. But nothing changed my definition of success like becoming a parent..... When Apollo was born in 2022, success took on an entirely new meaning. Before: ARR. Exits. Valuations. After: • Sleepless...

People working on basic code and reset their Agent chats every 4-5 replies I envy you. Having to work on deep context design work and at about 100k tokens, LLMs start to get lazy / confused. I resorted to giving them...

i liked this @karpathy post from a few months back, and put together a quick slide to show this visually https://t.co/cQCkYxmQsB
1/ We’re making ChatGPT free for every teacher and school district in the U.S. for more than a year. Teachers are already some of the most creative AI users – this gives them space to explore, experiment, and bring those ideas...
This is exactly how you speak about a mistake, detail an outage, take responsibility, apologize earnestly, and build up trust. It adds a layer of concrete rather than chips away at what's left. Bravo to @eastdakota and the rest of the...
New Post: The Real Economics of SaaS versus AI Companies https://t.co/aFVSWCkg0j

@dileeplearning Here's another example. See our paper for details. https://t.co/LvU16Oe45g

@dileeplearning As a fun example, here is one task from our study, where we asked humans and LLMs to both generate an output grid and the rule that describes the transformation. https://t.co/oNSXVyCzg8
Oof. I feel like I’ve been on an AI hamster wheel. 🐹 I think a lot of others have as well. I’m experimenting with a couple of ways to get out of it… The AI Hamster Wheel 1. New AI...
11 years after selling my first SaaS for $3M, and after building 3 agencies in between, I'm returning to the software space with SurveyGate. Ironically, I built it wrong the first time as a result of committing a cardinal SaaS...
This seems small but is actually a huge win for GPT-5.1 🏆 When I talk to business users of ChatGPT, what they want is: 1) for ChatGPT to follow instructions, even negative ones - if you say ‘never say the...
While teaching a workshop this morning, I had a salesperson come up to me during a break and said, "Marcus, I don't do well with conflict. When a customer is upset, I freeze. Can you help?" This simple question led...
SaaS vs. AI economics...hype or reality? The tweet below inspired my latest post and template. What growth do we need to see in an AI company to match SaaS economics or make it more attractive than a SaaS company? I...

AI now exceeds human performance in most technical tasks — but humans still lead in multimodal reasoning 🧠 The next frontier isn’t about replacing humans, but amplifying how we think across data, images & language. Source: Stanford AI Index 2025 #AI #Innovation #FutureOfWork...
SaaStr AI Live: Whats Working in Marketing as AI runs GTM https://t.co/ZsGOSMSkwk
Some of the most important conversations between agency and brand happen when performance is rough. Some agencies will lie to you and tell you what you want to hear. Good agencies will tell you the truth. Great agencies will tell you the truth...