
Mohit
@aximox_cc
Founder Aximox, @ArizePhoenix Ambassdor Previously @cisco @VMware, Distributed Systems, Databases, Go/Rust.
After last week's eval-no-eval world war, let's go back to eval. My blog on Multilingual Cypher Evaluation is now live on Arize! But it’s more than just a read, follow along with the notebook, spin up an Arize account, or run Phoenix via Docker locally, and try it out yourself!…
💡 Your LLM might ace English queries… but what happens when your users switch to Spanish, Hindi, or Mandarin? For teams building global AI systems, this is the hidden challenge: LLMs often fail to generate correct Cypher queries across languages. That means gaps in reasoning,…

“Erotica for adult users”. Yes this is the AGI endgame.
We made ChatGPT pretty restrictive to make sure we were being careful with mental health issues. We realize this made it less useful/enjoyable to many users who had no mental health problems, but given the seriousness of the issue we wanted to get this right. Now that we have…
Optimize Cline on SWE Bench using Prompt Learning and see improvement for yourself! Code: github.com/Arize-ai/promp… Use the Prompt Learning SDK: github.com/Arize-ai/promp… Use Phoenix to run: LLM Evals: arize.com/docs/phoenix/e… Experiments: arize.com/docs/phoenix/d…
Why databricks is there?!
These are the top 15 most valued private AI companies, their latest public revenue and growth.

Ok so cancer is out of distribution.
Good question, it's basically entirely hand-written (with tab autocomplete). I tried to use claude/codex agents a few times but they just didn't work well enough at all and net unhelpful, possibly the repo is too far off the data distribution.
Live Translated by @SarvamAI
#Watch | LG Electronics India MD Hong Ju Jeon Delivers Entire Speech in Hindi at NSE Listing Ceremony #LGElectronics #India #NSEListing
- No human
Things that will become more common in Indian households: - Cleaning Robots - Air Conditioners - High Quality Cameras - Paintings - Smart Cookers - Electric Vehicles - Voice Controlled Lighting - Smart Locks Interesting 5 years ahead for builders of these
> I am not shipping code I don’t understand. World would be a better place if more engineers took this to heart ❤️
Ran some deep research on data-oriented design, which dictates your data structures according to hardware reality and not some worldly abstractions. blog.aximox.com/data-oriented-…
This is getting worse and worse with the new engineers. No one is interested in reading documentation, working on refining requirements, generating technical specs where needed. Craft is lost.
AI is accelerating product bloat. Teams can ship features 10x faster, so they do - without asking if they should. Result: Frankenstein products with features bolted on, no coherent design, high cognitive load. AI gives you 80%. Your job is the remaining 20%: solve real user…
Just a matter of time.
About 2-3M people in various small to big IT service companies makes up for the consuming middle class across the big 4 cities in India (DEL MUM BLR HYD) The consumer discretionary sector & finance is keeping the India story ticking. Lot of pain if this domino falls over 🥲
What is the other company?
career update: joined zomato as Machine Learning Engineer 2

Let's criticize OCaml
There’s a type of people whose entire brand is pure negativity. They constantly criticise others work. And their criticism might even be valid, or presented in an easily consumable form. But in the end, inviting more negativity into your life just makes you sour and cynical.
If you remove the focus on money, not to say that money is not important, but think of life as an experience that only lasts 70 years, you would take some life-related decisions differently.
When my best friend gets fired from the job
What’s your personal benchmark for declaring that AGI has happened?
Too many devs are order-takers. They nod. Build what’s asked. Ship something that doesn’t work. My advice? Ask questions. Challenge assumptions. Clients pay you for your thinking, not just your coding. Best way to build business.
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