Nikhil Thorat's Avatar

Nikhil Thorat

@nst

AI quality at Databricks. Past: Co-founder of Lilac AI, acquired by Databricks. Co-created TensorFlow.js and Know Your Data. Google Brain // PAIR // Responsible AI. nsthorat@ over there

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25.04.2023
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Latest posts by Nikhil Thorat @nst

I wouldn’t be alive if not for the H-1B program

21.09.2025 00:14 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I hate to be that guy, but I’ll go out on a limb and say this prediction is complete bullshit.

A more realistic take is: LLMs will aid humans at all of these stages, which makes them insanely valuable tools. And that’s why I’m excited about them. But replace is a bit of a grifter take, IMO.

09.02.2025 18:17 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I’m not sure if y’all have used LLMs in serious software engineering, but we’re not even at milestone 0 robustly. LLMs still completely screw up even when slightly complex technical constraints are well formed, in extremely subtle and frustrating ways.

09.02.2025 18:17 πŸ‘ 4 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

For humans, these are all pretty intermingled, and you need software engineers at all of these stages. I think it’s safe to assume you have to get to milestone 3 to β€œfully replace all software engineers”

09.02.2025 18:17 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Milestone 2: an AI translation layer of product requirements from a human to large scale technical requirements.

Milestone 3: AI coming up with product requirements altogether.

09.02.2025 18:17 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Milestone 0: AI can translate very focused technical requirements into software.
Milestone 1: AI can translate project-scale technical requirements into software. This means understanding how many large technical components fit together.

09.02.2025 18:17 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

There’s a lot of chatter of β€œAI solving software by the end of 2025”, which IMO is way off the mark.

I useful to break things down into milestones 🧡

09.02.2025 18:17 πŸ‘ 6 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

the day-night edge is so surprisingly sharp

05.01.2025 17:31 πŸ‘ 6 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Preview
Streamline AI Agent Evaluation with New Synthetic Data Capabilities

Blog: www.databricks.com/blog/streaml...

11.12.2024 14:26 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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We just released the Databricks synthetic evals SDK! πŸŽ‰

We’ve found that synthesizing evals is a great way to hill climb your AI system before you’re able to get labels from domain experts.

We’ve also recently release a new diff UI that lets you both qualitatively and quantitatively view results!

11.12.2024 14:26 πŸ‘ 5 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0

You would be a master VJ, one day i’ll make an llm to convert your animations to touch designer

01.12.2024 17:31 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

oh yeah it is, I just never think to use gemini directly I guess!

30.11.2024 18:45 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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This query sold me on Perplexity

Trying to understand if PCM will block sunlight for plants for a friends greenhouse. He wanted a fully natural way of keeping it warm in the winter. The answer was deep in academic papers that aren’t normally summarized by other search engines.

30.11.2024 18:02 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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24.11.2024 19:34 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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24.11.2024 19:34 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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My cleaner shrimp molted its exoskeleton, under a microscope there’s a tiny world of little agents.

80x and 1200x magnifications

24.11.2024 19:34 πŸ‘ 3 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

Something about the blue color on this app makes it feel so much friendlier than X.

Not to mention I now get overtly racist anti-indian memes now over there…

20.11.2024 23:12 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Agents are just normal programs with unstructured data flowing through them, and LLMs doing some of the transformations

19.11.2024 14:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

My twitter notifications are mostly spam / bots that have bios trying to convince me to click a link to go on a date with them.

Let’s try to make this app work.

05.11.2023 19:50 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

@mmitchell.bsky.social has convinced me to use this app again :)

04.10.2023 14:09 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Bluesky slowly is becoming more than just a few people posting!

Also β€” is this β€œskeet” a joke or real? I can’t say that without laughing.

09.05.2023 22:12 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Wait… is that what they call it here? That is absolutely hilarious.

29.04.2023 14:33 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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🌸lilacs are blooming🌸

28.04.2023 21:57 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Yeah it does! It’s so cute. And it contributes to a central database to track bird migration patterns. ~~For science~~

28.04.2023 00:00 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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This is the coolest AI project I know of.

Bird Buddy is a bird feeder + camera that classifies birds πŸ•ŠοΈ

27.04.2023 23:08 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Bluesky nailed the β€œomg I want an invite” even though features are identical.

I don’t like when someone yells β€œ8$” and makes me feel bad about it.

Carrots not sticks!

26.04.2023 21:19 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

My profile photo is a microscopic image of pond water at 40x magnification and colors inverted.

No AI in sight!

25.04.2023 21:50 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0