Achal

math @ ucla | doer of things

[S∆IN✞  @The_Big_Chifa_]

As close to perfect as it gets, peak tv.

[terminally onλine εngineer @tekbog]

cant believe mathematicians are going to lose tens of jobs because of AI

[Achal @achal_ps]

@MonteCarloSpam That game was wild - vividly remember flipping extremely illiquid items and even craft arbing between the auction house, bazaar and other players

[Achal @achal_ps]

@Amonahan we did something similar at my internship - trade or tighten, but with one-to-one payouts (e.g. 1m pop = $100, so buying 65M = +$700). way different game - tail risk could absolutely rinse you, so it got us thinking more about the distributions rather than point estimates

[Achal @achal_ps]

learned a thing or two about not leaving my screen while quoting - i think this is my cue to systematize this process...

[Achal @achal_ps]

@0xd1namit Definitely some on GitHub but I might also just open source what im using

[Achal @achal_ps]

march madness might've been the best thing to happen to @Polymarket - ran some basic MM strats today, but i'm hyped to improve on these in the next two weeks!

[s @idoccor]

Quant interview question: Describe what factors you use. What is your most profitable signal? Can you explain how it works?

[Achal @achal_ps]

insane amounts of volume in prediction markets lately, been looking at some microstructure and I’m almost certain there’s some edge to be exploited here

[Achal @achal_ps]

@thegreektrader I’ll see you in Dubai! Unfortunately a G63 costs 50% more here than in the U.S. :(

[Achal @achal_ps]

@PredMTrader Always happy to be your counterparty

[Achal @achal_ps]

@BijanTehrani What a @Trainwreckstv stream does to the casino

[Achal @achal_ps]

@blockgraze where's susquehanna when you need em

[Achal @achal_ps]

@the_smart_ape @Polymarket Are you crossing spreads on both legs? Surely this requires a lot of volatility for it to be profitable accounting for slippage + can’t forget about the possibility of leg 2 never coming into play

[Achal @achal_ps]

huge for the @Polymarket arbitrageurs and AMMs

[GLADIA Research Lab @GladiaLab]

LLMs are injective and invertible.

In our new paper, we show that different prompts always map to different embeddings, and this property can be used to recover input tokens from individual embeddings in latent space.

(1/6)

[Achal @achal_ps]

@DropperPM Kind of crazy that there’s enough exit liquidity for them to fully sell their position in the green - but also something to be said about the fact that why they haven’t already

[Achal @achal_ps]

@sdav1986 Front month might be a decent bet for the next week at least considering the upcoming fed meeting - maybe less so with inflation data being cooler but perhaps as a short term play

[Achal @achal_ps]

@sidsud03 For the sole reason of watching my kalshi bets hit 😂

[Achal @achal_ps]

@aulijk 100%, having niche knowledge and nuanced outlooks will definitely pay off in the long term over manual one-to-one arbs