@laminalabsi
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Lamina Labs is building the world's fastest infrastructure for video generation.
San francisco
Joined March 2026
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Most AI video tools are built to generate clips.
We built Simi to explain. Give it a prompt, document, or script, and it generates a complete narrated explainer video with in under a minute.
Try Simi for free: laminalabs.ai
Please help if you can. Nepal needs your support right now. 🇳🇵
Nepal needs urgent help. 🇳🇵
It's been 5 days. Members of my own family are still missing. Thousands of families have been displaced, lost loved ones, and are still waiting for news.
@laminalabs is donating $5,000 to flood relief.
If you can help, please donate through Nepal’s official relief fund: pmdrf.nchl.com.np
@mk314k
Lamina Labs (YC P26) retweeted
Nepal needs urgent help. 🇳🇵
It's been 5 days. Members of my own family are still missing. Thousands of families have been displaced, lost loved ones, and are still waiting for news.
@laminalabs is donating $5,000 to flood relief.
If you can help, please donate through Nepal’s official relief fund: pmdrf.nchl.com.np
@mk314k
🤖 Made with AI
What this actually looks like:
Open Claude → "make me a 5-minute explainer on how RAG works" → narrated video back in the chat.
This will be useful for many.
Claude, except the answer is a video.
You can now create videos with Simi inside Claude. Ask for an explainer video and get a narrated video back in under 60 seconds from any prompt, doc, or script.
Most AI video tools optimize for clips that look good. Nobody learns from a clip. Simi makes explainer videos that actually explain.
At Lamina Labs, we’re building the fastest infrastructure for generating explainer videos.
1–30 min. 80+ languages.
Sign up this week and get 120 credits free. No quote, comment, or DM required.
This is insaneeeee!!
Simi turned a 2200 word article into a five-minute explainer video in one shot. It is the fastest way to generate explainer videos!!!
Our product, Simi, the fastest way to make explainer videos, one-shotted this entire article into a five-minute explainer, so you can watch it and understand the core argument without reading the whole piece.
My main takeaway: enterprise AI won’t be about using the smartest model for every task. It’ll be about using just enough intelligence to get the right outcome, then making that outcome cheaper and more repeatable over time. Couldn't agree more Jaya!!
Lamina Labs (YC P26) retweeted
Our product, Simi, the fastest way to make explainer videos, one-shotted this entire article into a five-minute explainer, so you can watch it and understand the core argument without reading the whole piece.
My main takeaway: enterprise AI won’t be about using the smartest model for every task. It’ll be about using just enough intelligence to get the right outcome, then making that outcome cheaper and more repeatable over time. Couldn't agree more Jaya!!
RT @sudiprokaya: I was born in Simikot, a remote Himalayan town in Nepal.
As a child, I moved across the country, leaving my family behind…
This is exactly why we’re building Simi.
Important technical breakthroughs should not remain buried inside long announcements. They should become instantly understandable.
Sudip gave NVIDIA’s Alpamayo 2 Super announcement to Simi, and Simi generated this whiteboard explainer in one shot.
We turned NVIDIA’s Alpamayo 2 Super announcement into a whiteboard explainer video.
The original post is packed with details on open licensing, AV reasoning, and cloud-to-car deployment, so we gave it to Simi.
Simi generated this entire explainer in one shot. Simi, by lamina labs, is the fastest way to create explainer videos. Try it at laminalabs.ai
What technical doc, whitepaper, or blog post should Simi break down next?
Drop a link in the replies and we'll generate one for you 👇
Lamina Labs (YC P26) retweeted
New update on Simi @laminalabs looks very unqiue app experience . Initial impressions .. pretty good .. love the gallery feature to access previously generated videos! @sudiprokaya
AI can now answer almost anything.
The next challenge is helping people actually understand those answers.
We started Lamina Labs to build the video infrastructure for that, beginning with Simi.
A single prompt or document can be turned into a complete narrated explainer in seconds, across 80+ languages using Simi.
Today is only the beginning.
We raised $4.8M to build @laminalabs and make AI explain with video, not just text.
Introducing Simi, the fastest way to make an explainer video.
Give it a single prompt or document, and it can generate a one-minute narrated explainer in as little as 20 seconds, in 80+ languages.
It works like ChatGPT, except the answer is a video.
The round was led by @FoundationCap , with participation from @Link_Ventures and @ycombinator .
This is our story. Thread below on what we are building at.
The biggest shift is not that software can now be built faster. It is that complex systems can finally be explained at the same speed they are created.
That is the communication layer we are building with Simi.
Simi made this explainer in one shot so you can understand Satya Nadella’s entire post in 90 seconds.
The real enterprise AI breakthrough is not generating more disposable code. It is turning trusted information into secure, governed, reusable software at the speed of a prompt.
Most people are still talking about vibe coding. This is what the future of actually building businesses looks like.
This is exactly why we built Simi.
Important ideas are often buried inside long posts, papers, and documents. Simi turns them into something people can understand in a minute.
The full OpenAI post went in. This explainer came out in one shot.
Simi turned OpenAI’s full post into this explainer video in one shot, so the idea is easier to digest.
The biggest takeaway: benchmarks do not just measure the model. They also measure the memory and harness built around it.
Same model. Better memory. 3x the score and 6x fewer output tokens. Insanee!!!
Kimi K3 does not beat the strongest closed models at everything.
But an open-weight model can now compete with them, and sometimes win, on serious coding, browsing, research, and automation tasks.
The final part of our K3 visual breakdown, generated in one shot by Simi.
Replying to @sudiprokaya
Kimi K3 does not beat GPT-5.6 or Anthropic’s strongest models at everything.
But an open-weight model now competes with them, and sometimes wins, on serious coding, browsing, research, and automation tasks.
Part 6/6 explains how K3 reached the frontier, and where it still falls short.
P.S. Every video was generated in one shot by Simi, the fastest infra to generate explainer video in the entire world. Brought to you by Lamina Labs.
K3 was trained to do more than produce a good first answer.
It can use tools, inspect the result, correct itself, and continue across hundreds or thousands of actions.
This is the shift from models that answer to models that work.
Visualized in one shot by Simi.
Replying to @sudiprokaya
K3 was not trained only to produce better answers.
It was trained to keep working after the first answer fails: use tools, inspect the result, correct itself, and continue across hundreds or thousands of actions.
Part 5/6: How K3 became an autonomous agent.
P.S. Every video was generated in one shot by Simi, the fastest infra to generate explainer video in the entire world. Brought to you by Lamina Labs.
K3 does not only solve memory across one million tokens.
It also solves memory across 93 layers, letting later layers recover useful representations from earlier stages of the model.
Explained visually in one shot by Simi.
Replying to @sudiprokaya
Long context solves distance across tokens.
But K3 has another problem: useful information can become buried while passing through 93 layers.
Attention Residuals let later layers reach back and recover earlier representations.
Part 4/6 explains how.
P.S. Every video was generated in one shot by Simi, the fastest infra to generate explainer video in the entire world. Brought to you by Lamina Labs.
A million-token context is easy to announce and much harder to make useful.
Kimi K3 combines a compact, editable memory with periodic access to the full context.
Simi turned the idea into a visual explanation anyone can follow.
Replying to @sudiprokaya
A one-million-token context does not mean perfect memory.
Ordinary attention at that length would be enormously expensive. K3 instead maintains a compact, editable memory, then periodically checks the full context.
Part 3/6: Kimi Delta Attention, explained simply.
P.S. Every video was generated in one shot by Simi, the fastest infra to generate explainer video in the entire world. Brought to you by Lamina Labs.
Kimi K3 contains 2.8 trillion parameters, but only around 104 billion are active for each token.
The model is enormous, but each token only wakes up the specialists it needs.
Simi generated this visual explanation of the architecture in one shot.
Replying to @sudiprokaya
Kimi K3 has 2.8 trillion parameters, but activates only around 104 billion for each token.
The model is enormous, but each token only wakes up the specialists it needs.
Part 2/6 explains how K3 routes each token to 16 of 896 specialized experts.
P.S. Every video was generated in one shot by Simi, the fastest infra to generate explainer video in the entire world. Brought to you by Lamina Labs.
Kimi K3 is now open-weight, but most people have only seen the headline: 2.8 trillion parameters.
The more interesting story is how it actually works, and why it is getting so close to the frontier.
We broke it down into six visual explainers, all generated in one shot by Simi.
Moonshot released Kimi K3 as an open-weight model.
Most people saw “2.8 trillion parameters.” Far fewer understand what was actually built.
We broke K3 into six visual explainers, simple enough for anyone to follow and detailed enough for engineers.
Every video was generated in one shot by Simi, the fastest infra to generate explainer video in the entire world. Brought to you by Lamina Labs.
Part 1/6: What Kimi K3 actually is.
Great ideas should not be trapped inside one format.
Simi turned @thedankoe’s full post into this 3 minute explainer in one shot.
Don't skip, otherwise you'll regret not understanding it early on.
You don’t remember what you consume.
You remember what you use.
We turned @thedankoe’s full breakdown of how learning actually works into this 3-minute explainer with Simi, in one shot.