Jerry Liu

Making Transformers & AI fun and easy to understand through 3D animations, demos, use cases & AI news, plus ML interview questions. 🚀 Founder @ tfmlab.

[Jerry Liu @tfmlab]

I make Transformers and AI fun and easy to understand, with 3D animations, demos, real use cases and AI news.

Every morning: one animated Evolution Grid, six upgrades side by side and when to use each. This one shows how attention lets every field of a card payment look at every other field.

If you build LLMs, large transaction models, or fraud or credit models, say hi. I reply to everyone. #MachineLearning #LLM

[Jerry Liu @tfmlab]

@zesen88 Thank you

[Jerry Liu @tfmlab]

I make Transformers and AI fun and easy to understand, with 3D animations, demos, real use cases and AI news.

Every morning: one animated Evolution Grid, six upgrades side by side and when to use each. This one shows how attention lets every field of a card payment look at every other field.

If you build LLMs, large transaction models, or fraud or credit models, say hi. I reply to everyone. #MachineLearning #LLM

[Jerry Liu @tfmlab]

@thesimaximalist @ArdenBuilds Creative agents making art is a lovely corner of AI. What does your agent create best? Happy to connect.

[Jerry Liu @tfmlab]

@itmeig Finance, economics and AI meeting is where we spend our time too, especially how AI changes payments and fraud. Glad to connect.

[Jerry Liu @tfmlab]

@gilles_ac @mkappworks Small AI web apps plus Android TV apps from Belgium is a fun mix. Which one gets the most users so far? Happy to connect, Gilles.

[Jerry Liu @tfmlab]

@ArdenBuilds Late night in Toronto too. AI agents plus Go on the backend is a solid stack, what are you building with it, Arden?

[Jerry Liu @tfmlab]

@Serin10212721 @DougStandley EdTech plus community is close to our hearts, we try to make AI easier to learn with short animations. What does your startup teach, Serin?

[Jerry Liu @tfmlab]

@Zubiao_Jiang @DougStandley Building an AI job-hunting tool to land your own job is the most motivated user research there is. Good luck, let's connect.

[Jerry Liu @tfmlab]

@CissyDong @DougStandley Enterprise AI by day and consumer agents on the side is a great vantage point, you see both sets of failure modes. Which consumer agent impressed you most lately?

[Jerry Liu @tfmlab]

@MilesChouX @DougStandley Airborne wind energy plus nonlinear dynamics is a fascinating PhD. Are you using learned models for the control side, or keeping it classical? Happy to connect, Miles.

[Jerry Liu @tfmlab]

@SFourdrinier @DougStandley People owning their own health data is a principle AI makes more urgent, not less. Happy to connect.

[Jerry Liu @tfmlab]

@sgayerseif @DougStandley Making AI useful inside real organizations is the hard, unglamorous part. We help from the explaining side, short animations of how the models work. Glad to connect.

[Jerry Liu @tfmlab]

@onlyMarcelM @DougStandley One human and a hundred agents is a bold org chart. Which job did you hand to agents first? Following.

[Jerry Liu @tfmlab]

@casparbuilds @DougStandley Building iOS productivity apps with Claude from Berlin, nice. What's the app you're proudest of so far? Let's connect, Caspar.

[Jerry Liu @tfmlab]

@TimMcDonaldEMA @DougStandley Agentic AI plus physics AI plus classic differential equations is a rare and honest mix, the old math keeps the new models in check. Happy to connect, Tim.

[Jerry Liu @tfmlab]

@vgutis Hola from Toronto. Right now we're building short animations of how AI models work, this week fine-tuning and tokenizers. What's yours?

[Jerry Liu @tfmlab]

@DougStandley The future of intelligence and human agency is the conversation worth having. We explore one corner of it, showing how AI models actually reason, as short animations. Glad to connect, Doug.

[Jerry Liu @tfmlab]

@amjustadam @jbfinancebull Running an LLM locally on a phone is no small feat, memory alone fights you the whole way. Which model size did you land on? Let's connect, Adam.

[Jerry Liu @tfmlab]

@Gokuyanar2tsn @mkappworks Launch-night insomnia is the best kind. Congrats on shipping, what did you launch?

[Jerry Liu @tfmlab]

@jbfinancebull @mkappworks Agreed, harnesses rarely make these lists but they're where agents succeed or fail. Are you building on the finance side? Let's connect.

[Jerry Liu @tfmlab]

@mytwillot @mkappworks Turning bookmarks and likes into a searchable knowledge base is something I'd actually use, my bookmarks are a graveyard. Let's connect.