Building software .Some useless, some useful. Founding Engg @skyfallai
Bangalore, India
Joined June 2020
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Ankit Kumar retweeted
Introducing SKY-001, the first Engineering World Model.
On CAD and BIM tasks, it beats GPT-6 Astra and every frontier model we tested:
-> 51-125x faster
- > 150-210x cheaper
-> Higher IOU than all frontier models
SKY-001 lets you dream a physical object before you build it.
18 months of work. Built by the team out of Maluuba's deep learning lab (acq. by @MSRResearch).
The first ‘AI General Engineer’ will be the backbone for Autonomous Manufacturing.
Ankit Kumar retweeted
Standard RL benchmarks are episodic and stationary, so they don't capture the the characteristics of real-world deployment. Morpheus is a new benchmark for continual learning that provides persistent simulation environments where the world never resets, objectives shift asynchronously, and decisions have compounding consequences. Nice work by Sam & team!
Check out the paper - openreview.net/pdf?id=31P1VA…
Platform website - morpheus.skyfall.ai/
Today we present Morpheus, a persistent enterprise simulation platform designed to make Continual Learning a reality. Morpheus is the world’s first real world Reinforcement Learning environment.
Every Reinforcement Learning environment operates in the game world. Benchmarks like Atari, OpenAI Gym, MuJoCo, and Procgen are all small, game-like worlds that reset every few minutes.
But the real world never resets. A business keeps running and evolving everyday.
We tested how frontier LLMs would perform in realistic and dynamic business environments 🧬on Morpheus. The main conclusion was that LLMs are not continual learners.
🧵Here’s how we did it and what we learned:
Ankit Kumar retweeted
spoke to a VP Sales last week
she said "i know our win rate. i have no idea why it isn't higher"
the answer is always in the calls
rep who closes at 34% does something different at minute 8 than the one closing at 19%
we find that moment #salescoaching
Ankit Kumar retweeted
Our industry will never got back the decade it spent cargo culting every part of google except the multi-hundred billion dollar revenue per year cash printer
