I wouldnβt be alive if not for the H-1B program
21.09.2025 00:14 β π 0 π 0 π¬ 0 π 0@nst.bsky.social
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
I wouldnβt be alive if not for the H-1B program
21.09.2025 00:14 β π 0 π 0 π¬ 0 π 0I hate to be that guy, but Iβll 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 thatβs why Iβm excited about them. But replace is a bit of a grifter take, IMO.
Iβm not sure if yβall have used LLMs in serious software engineering, but weβre 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 β π 4 π 0 π¬ 1 π 0For humans, these are all pretty intermingled, and you need software engineers at all of these stages. I think itβs safe to assume you have to get to milestone 3 to βfully replace all software engineersβ
09.02.2025 18:17 β π 2 π 0 π¬ 1 π 0Milestone 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.
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.
Thereβs a lot of chatter of βAI solving software by the end of 2025β, which IMO is way off the mark.
I useful to break things down into milestones π§΅
the day-night edge is so surprisingly sharp
05.01.2025 17:31 β π 6 π 0 π¬ 1 π 0We just released the Databricks synthetic evals SDK! π
Weβve found that synthesizing evals is a great way to hill climb your AI system before youβre able to get labels from domain experts.
Weβve also recently release a new diff UI that lets you both qualitatively and quantitatively view results!
You would be a master VJ, one day iβll make an llm to convert your animations to touch designer
01.12.2024 17:31 β π 1 π 0 π¬ 0 π 0oh yeah it is, I just never think to use gemini directly I guess!
30.11.2024 18:45 β π 1 π 0 π¬ 0 π 0This 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 arenβt normally summarized by other search engines.
My cleaner shrimp molted its exoskeleton, under a microscope thereβs a tiny world of little agents.
80x and 1200x magnifications
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 thereβ¦
Agents are just normal programs with unstructured data flowing through them, and LLMs doing some of the transformations
19.11.2024 14:11 β π 1 π 0 π¬ 0 π 0My twitter notifications are mostly spam / bots that have bios trying to convince me to click a link to go on a date with them.
Letβs try to make this app work.
@mmitchell.bsky.social has convinced me to use this app again :)
04.10.2023 14:09 β π 2 π 0 π¬ 1 π 0Bluesky slowly is becoming more than just a few people posting!
Also β is this βskeetβ a joke or real? I canβt say that without laughing.
Wait⦠is that what they call it here? That is absolutely hilarious.
29.04.2023 14:33 β π 0 π 0 π¬ 0 π 0πΈlilacs are bloomingπΈ
28.04.2023 21:57 β π 2 π 0 π¬ 0 π 0Yeah it does! Itβs so cute. And it contributes to a central database to track bird migration patterns. ~~For science~~
28.04.2023 00:00 β π 1 π 0 π¬ 0 π 0This is the coolest AI project I know of.
Bird Buddy is a bird feeder + camera that classifies birds ποΈ
Bluesky nailed the βomg I want an inviteβ even though features are identical.
I donβt like when someone yells β8$β and makes me feel bad about it.
Carrots not sticks!
My profile photo is a microscopic image of pond water at 40x magnification and colors inverted.
No AI in sight!