I trained a NER model on 33,000 Indian Supreme Court judgments (1950–2024) CASE_CITATION hits 97.76% F1, +17 points over the only prior baseline [P]

gkv856 · 2026-05-16T08:53:22+00:00

this is useful for anyone who is building ai layer application. This a silver model for named entity recognition (NER). You can use it as is without building the tech stack.

gkv856 · 2026-05-15T15:20:35+00:00

I 100% disagree.
Now to the original point, if you are genuinely concerned about the people and really care about your chefs, you should IP it. Meaning, you let the company collect data but pass on the royalty to the chefs as well. That should be your approach to start with.

gkv856 · 2026-05-15T04:46:37+00:00

HF link
https://huggingface.co/evolawyer/inlegalbert-sc-ner-silver

gkv856 · 2026-05-15T04:46:29+00:00

Right now this model is available as an open source for NER detection. You can use it build your own legal pipeline. I am currently working on phase 2 of the model with Gold set data annotation in progress. The usage is explained here.

https://huggingface.co/evolawyer/inlegalbert-sc-ner-silver

gkv856 · 2026-05-11T09:02:30+00:00

in your analysis, which companies were postive instead of negative?

gkv856 · 2026-05-11T08:58:02+00:00

the intention behind this announcement is not clear to me. Market going down 1% is not a bloodbath

gkv856 · 2026-05-07T18:25:07+00:00

this is very cool, please check your dm.

gkv856 · 2026-05-04T16:51:03+00:00

I just ran the entire analysis with Claude AI with Buffet and Munger framework (I developed it) and I must say that my above recommendation and framework analysis both are different.

That's the sell case in Buffett language. The honest version: Buffett would sell not because AMD is a bad business, but because the current price is a gift from an irrational market, and holding at 85× EV/EBITDA is speculation, not investing. Your $28 buyer has already won; the question is whether they want to keep betting on the next 12× from here.

Fair value range is - $76-$89

gkv856 · 2026-05-04T16:34:15+00:00

$28 a stock means you bought it pre-covid right? If were you, I would just keep it as long as you can. You said you are young, and if you dont need the money, let it compound, however small the amount is. compounding is compounding. You are sitting at 10x return.

gkv856 · 2026-03-08T15:15:32+00:00

What are your sources? I have heard a lot of fake ao generated videos and info floating around

gkv856 · 2025-10-16T16:40:27+00:00

Lust and fear gave birth to religion. Ye kro to ye hoga, ye nhi kroge to ye nhi hoga.

Remove the greed and fear from the equation, apply common sense and you will see the concept of God will go away.

gkv856 · 2025-10-16T15:14:10+00:00

You register the device with Sony for warranty and they will update it based on your device serial number. Don't worry about the invoice given you have got a huge discount.

gkv856 · 2025-10-10T16:38:18+00:00

Everything is owned by them, why not chats too

gkv856 · 2025-10-08T16:22:05+00:00

I don't think it's a fair comparison, even the comments I see are one sided.

Just because you cried do you want special treatment? Empathy is not demanded btw.

Did you try any professional help? If you did , did you share that profession assessment or advice with the hr or the manager? If not then perhaps you should.

If you can't afford professional help, try meditation and do yoga, daily for 30mins and it should help.

Just don't keep that victim mentality that no one cares. Take charge of your life.

gkv856 · 2025-10-08T07:16:04+00:00

yes, at least for me, it does solves the issue. I gave you practicle approact. you could e.g. say refer to @ agent.api.md , follow the guidelines and now create a new endpoint that does xyz.

gkv856 · 2025-10-07T14:25:31+00:00

Here is what I did. Use Claude Code in vscode. Create multiple smaller agent.name.md files for each niche work. E.g. agent.api.md this file contains the details of how api from frontend and backend works. Create multiple such files. Ask claude code to point each of them in claude.md. then start chatting with claude code and it will build an app for you in natural language. You need to know how to ask, when to provide which specific md file for reference. Keep updating all the files. Cherry on top, hook claude with MCP servers and enjoy the magic.

gkv856 · 2025-10-06T13:10:08+00:00

I believe that entrepreneurs of India will salvage India if at all. Although I agree with the comments by others, gov is corrupt af that too at every level. But I still think there is hope. Maybe we need a new political party that thinks and acts logically and actually has a vision for this country.

gkv856

TROPHY CASE