
Krishna Sahu
20 posts

Krishna Sahu
@unrealyields
Disillusioned finance guy trying to stand athwart the tsunami of finance bullshit, yelling stop. Personal finance, macro, history and gratuitious shitposts.


Gig work is not slavery by any reasoning. India's minimum wage for unskilled workers is 783 per day. This is higher while also offering a choice to accept or decline. No one is compelled

FINANCE MINISTER NIRMALA SITHARAMAN SAYS GOVT IS OPEN TO RE-EVALUATING TAX SYSTEM, WILL LISTEN TO STOCK MARKET INVESTORS’ DEMANDS AND INPUTS

2026 might be the year where hedge fund level research becomes accessible to literally anyone. Some random guy with Claude, a few regulatory PDFs and $12 of API credits can now do the kind of reverse engineering that used to require an actual team of analysts. Meanwhile most people still think AI is for anime pictures. This Jane Street / SEBI breakdown is one of the first articles in a while that actually feels like a glimpse of where things are going More like, AI turning highly asymmetric institutional workflows into open source infrastructure. Great article to read. -> github.com/virattt/ai-hed… A multi-agent LLM framework that simulates a hedge fund team analyzing stocks and generating trading signals, with support for Anthropic, OpenAI, and local models. -> github.com/dgunning/edgar… A Python library for parsing and analyzing all major SEC EDGAR filing types (13F, ADV, 10-K, 8-K, 13D) with a built-in Claude MCP server for natural language queries.

Trading and investing in a bubble regime 1. Always own beta (doesnt matter much what kind) 2. With every ounce of your being do not leverage up 3. Overweight professional managed cheap trend following managers 4. Under no circumstances short the rally. 5. BUT most importantly do not buy the dip when the bubble has popped.

a citadel quant told me something that broke my entire trading framework "we don't predict markets. we model the state machine" he explained markov chains in 90 seconds the market is never random - it always exists in one of three states trending up, trending down, ranging - each has a fixed probability of shifting to another build the transition matrix from real price data: > trending up -> 68% stays trending, 21% flips to range, 11% reverses > ranging -> 54% stays range, 28% breaks up, 18% breaks down > trending down -> 61% stays falling, 24% flips to range, 15% reverses now you're not guessing, you're playing probability identify current state, enter with the 68% edge, size with kelly criterion based on that probability the formula is public - markov published it in 1906 hedge funds use it, the math costs nothing what costs you is asking the wrong question "where is price going?" is random "what state am I in right now?" has an answer transition matrix built from 10 years of data is your edge Bookmark it not a signal, not an indicator - just conditional probability that compounds every single trade

Good morning my loves, happy Saturday. Sorry I've been quiet, obviously been busy, but thought it'd be nice to give you all the details on the multi-strategy absolute return program that experienced the 28% drawdown this year. (1/n)


@stocks_in And finally, if you make money, you're a frontend developer who can inspect elements


@realBigBrainAI He forgot LLMs can't count the number of 'r's in 'strawberry'.




Mathematician Sir Roger Penrose: "AI is a bad term. It's not intelligence"



TV and internet entertainment used to be a way to decompress. Over the last decade, consumption has become tiring in itself. What changed?

Every economic crisis will have people who are not affected at all and for them petrol or INR at Rs100 or at Rs200 or Nifty at 15K or 25K really doesn't matter, life is still the same, if not better because crises always have opportunities. Who are these people? Lol not me, not you. These are the ultra pro max rich. What's your lesson today? Only the rich survive.

@anoldschoolboy @Souvik131 @Nick_khandelwal Never use anything that has different CE and PE IV for the same strike and tenor Never assume that market is grossly wrong, anywhere There's always some risk in your trade: delta, vega, basis etc etc

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