tt

quantum mechanic

[tt @rexiviusrex]

@edgaralandough Such a putrid, petite and pathetic attempt at pseudo intellectualism, do better

[tt @rexiviusrex]

@ElGolGarracol

[tt @rexiviusrex]

@Bush200004 uyuy sasa ndo founder

[tt @rexiviusrex]

@LimitlessKe95 Niggas be fake demons

[tt @rexiviusrex]

@dvigilrpg #Believeallmen I'm so sorry that happened to you. Hope the whale will encounter swift Moby Dick justice. 🐳 🐳 🐳

[tt @rexiviusrex]

@Bran_CITY Women weaken legs

[qwinsi @qwinsi0x]

Jane Street made $16 billion in a single quarter with a team smaller than an average school. And their entire edge is one process anyone can now repeat

And it's not gut-feeling trading. It's a cold assembly line they've been running for years

Here's how it actually works

They take an idea and split the history in two. On the first part they build the strategy. The second stays sealed, the strategy never sees it

Then they test it on exactly that sealed part. Falls apart, they throw it out. Survives, it's a real edge, not a fit to the past

And here's why this is critical, something few understand

Your brain sees patterns where there are none. You tweak the parameters, the curve finally turns beautiful, and you feel the thrill of winning. The same chemistry as a real win

But you won nothing. You just kept iterating until one version got lucky

Here's the proof. Give AI pure noise, where making money is impossible, and ask it for a strategy. It'll hand you a beautiful curve and even explain why it works

A chart can be drawn on anything. That's why a beautiful backtest proves nothing

And here's the main trap. The prettier the chart, the more you believe it. The more you believe, the more you bet

So the strategy you love most takes the most money

This whole cycle used to need a team of quants and millions. Now AI does it. You describe an idea in words, it writes the strategy and runs it through the sealed-data test itself

I ran two legends through it, so I wouldn't take it on faith

Time Series Momentum on Bitcoin: +1,537%. It survived on the sealed data. A real edge, not a fit

Betting Against Beta, a textbook classic: on that same data it fell apart. Minus 7.78% a year while the market rose 14.86%. A corpse

One held up, the other didn't. And without this step you'd never know which is which, until it took your deposit

The whole process with both tests, and how to repeat it, is written up in the article below

[marfin @marfinxx]

this is pure f*cking treasure

A Stanford AI research group found how to orchestrate Claude Opus 5.5 and GPT-6.1 Sol together, and it completely breaks the search scaffolding wall

most developers try to combine frontier models by chaining prompts in one context window or hardcoding rigid evolutionary loops. you burn tokens on context bloat and freeze models into fixed search rules that out-date themselves within 5 iterations

Stanford's architecture eliminates human-designed search scaffolding and splits the cognitive stack:

> search director: Claude Opus 5.5 plans the search, querying a persistent idea-graph where MAP-Elites and MCTS reduce to single Cypher queries
> candidate proposer: GPT-6.1 Sol explores high-entropy code variations inside isolated execution sandboxes
> zero context bleeding: sessions reset after each iteration to prevent prompt bloat while the graph stores lineage
> evaluator isolation: candidate code never touches the scoring process, stopping reward hacking and test leakage cold
> meta-agent distillation: an offline meta-pass extracts verified lessons and updates search guidance across branches

the benchmark metrics outclass standard discovery baselines:

> 3.2x lower model spend than fixed evolutionary frameworks
> 1st place rank across 7 competitive AtCoder heuristic contests against human competitors
> beats published SOTA on Anthropic kernel builder and 11 mathematical optimization tasks
> 0% reward hacks: candidate-controlled metric tampering eliminated

Opus directs the search graph. Sol explores the code

you stop writing rigid search harnesses. you let frontier models own the discovery loop

[Man of Myth @Mythos_Man]

“Do not be afraid; our fate
Cannot be taken from us; it is a gift.”

— Dante Alighieri, Inferno

[Man of Myth @Mythos_Man]

“Be not forgetful of prayer. Every time you pray, if your prayer is sincere, there will be new feeling and new meaning in it that will give you fresh courage.”

― Fyodor Dostoevsky, The Brothers Karamazov

[tt @rexiviusrex]

@AsianDigest @EmpireEnjoyer3 L A T R I N A S

[vittorio @IterIntellectus]

holy shit
i asked claude to make a video on western civiization

[00 @jxhmier]

i hate when people act like i won’t kill them

[Afristotle @Afristotle]

@ayekeeno

[tt @rexiviusrex]

@mcfc_lads Cascante wouldn't even have dared today

[Justin Skycak @justinskycak]

You cannot be creative at a high level unless you are robotic at a low level.

[tt @rexiviusrex]

@miueurs Method of Loci

[tt @rexiviusrex]

@Elidamos @TeyaKevin

[Harry Payne @HeadOfTVDept]

Huge shoutout to my mom for not strangling me when things got tough.