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Tanmai Gopal
@tanmaigo
CEO @promptql - Maintaining shared context is a second job nobody wants.
674 Following    8.2K Followers
Bots are the going to be the most significant application of AI this year. An agent that builds itself as you talk to it is a bot. An agent with its own computer is a bot. Grok smashed it.
Grok @bot is a smash hit It will have 100m users this time next year It’s the ultimate agent onboarding tool for non-technical people @bot will have more users than @x in three years if the X team keeps improving it at this pace
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Everyone’s hating on Europe saying they’re going now where with AI blah blah. They’re the only ones who’re going to benefit. Rest of us just treading the mill faster and faster. Knowing how to enjoy life. Europeans. And Bengalis.
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Bastien Dausse, a French acrobat, developed a machine that mimics the Moon’s gravity.
INSANE moment at PromptQL! Just closed our first 8 figure deal at a Fortune 500. Excluding token costs tyvm. I jotted down some learnings that might be useful if you're a founder in the AI space – esp. at the application layer. My observations are downstream of 3 big changes: ⁠⋅Unstable reference architecture ⋅Existential chaos on both sides ⁠⋅Security The six lessons: ⁠1⃣ Navigators, beyond just champions 2⃣FDXs along with FDEs (forward deployed execs) 3⃣Tokens is the budget line-item 4⃣Customers want to deepen their moat, not just understand yours 5⃣Multi-tenancy is dead 6⃣Connect to the data, don't move it Ofc all the old rules still apply. You need a real product, provide value, build a relationship etc. No shortcuts there. Full article:
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I can’t believe we’re living through this moment in history. It’s like a dream come true for every single kid who was into science or engineering to just watch what’s happening.
An engineer that built this 400m-running humanoid robot explained the wild form: ▫️initially designed it with human arm swing ▫️but swinging arms too much put heavy load on shoulder joints, led to overheating (and robot couldn’t finish 400m) ▫️robot invented the new running style on its own (hands held up near face to reduce shoulder load while legs could keep trucking) ▫️per Global Times, “in a simulated learning environment…the team gave the robot continuous rewards, and through repeated iteration on the data it gradually settled into a posture that suited it better.” *** Full read here (fascinating):
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So awesome! Using RL to: 1. optimize the system prompt / context of the coding agent using qwen 2. update qwen coding model weights to teach it "good" I wonder how much it cost?
You can just RL a coding model to paint with javascript btw
Saw a pitch deck today and thought: What if the only way to prevent AI slop is to stop sharing the generated output and just share the agent instead? Share the pitch agent preloaded with data/context and I'll get what I want from it myself.
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Your friendly weekend reminder that owning where your data lives is the only path forward if you’re a medium to high stakes person.
what a thrill! i disconnected ai bot instinct from google at 11 AM and got a summary of my emails at 2 PM 😵 here's what happened, and what i've learned 👇
I’d been following the narrative on X that Fable is more creative that Sol is and so I would default to Fable. Yesterday - found a task where Sol completely MOGGED Fable in understanding what I was going for and making progress on a very complex task.
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I think it’s because we don’t have a new kind of collaboration unit for the AI era. The power of a team HAS TO BE GREATER THAN the power of an individual. Doh. Like it’s not even a question.
There’s a phenomenon where talented individuals can achieve 10x their potential thanks to AI when working on their own thing But when the same individual is put into a large organization, they at most increase their potential by 20% (and sometimes it’s even decreased) This is why I’m seeing more and more talented people leave large companies. (The only exceptions are probably top AI labs like OpenAI/Anthropic)
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Grok Bot will soon be copied by every major lab. It’s very clear that a dedicated VM for your bots in the cloud is a real winner. Just like Anthropic had the 6 month head start for Claude code, Grok will have a head start as well (but won’t be as big). As a lot of the infra for this has already been built by many of the other companies, they are just serving it in other ways. And just like when we saw openclaw take off, we’re going to see this format explode as well within the next 3 months, and every major player will have their version of this. I’m happy about it all. It’s really great to use for a personal, and work level. And now my mind is racing thinking about once we have our team of agents for work and life, how we’ll soon look to one agent to talk with, and control the other agents. And how that is going to change so much, and specifically, what formats it comes in. For example, I’d love to talk to my grokbot agents in a Tesla while driving. I’d love grokbot agents to have a strong voice mode like codex. And I’d love to have a device that allows me to use these agents in an always on mode, allowing them to see and hear what I see, and being able to choose when to interact with them or not. I’d love to be able to choose to run these agents in my own VM / hardware with a model of my choice as well (probably one that I can post train on my preferences) We’re so close. Maybe within the next year. I’m excited, personally! How do you feel?
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Share an agent instead of sharing the doc. Fastest way to get rid of AI slop.
Two things I think should never be AI-written 1. Anything you are asking another a human being to read 2. Skills
I have found it. The best espresso based coffees in SF, and I shit you not, probably the US. And it’s not just a one-off exception, all their baristas know what they’re doing. Like there’s a real training process there. Melbourne level coffee. #SundayVibes#
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Saw a pitch deck today and thought: What if the only way to prevent AI slop is to stop sharing the generated output and just share the agent instead? Share the pitch agent preloaded with data/context and I'll get what I want from it myself.
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So cool. Seems like a vertically integrated stack is the only way to capture value in a stable way. Everything else is too replaceable.
God damnit, every one of my AI founder friends who actually have revenue are now just transforming into neoclouds with value add on top
I’m not afraid of the robots taking over you guys.
The fall of the boomer non-technical VC is the beginning. Next on the chopping block are boomer non-technical politicians. They are going to be utterly incapable of leading society through the change that’s to come.
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We raised $136M to kill Slack. Introducing PromptQL: The first AI version of Slack. Here’s how it works:
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