A fired Goldman Sachs quant trader taught me everything in a single conversation
He said: “We don’t do predictions. We only buy contracts where the price deviation exceeds 6%.”
It’s just that simple
That’s the desk operation for a $2 million annual salary
I fed his explanation and 5 GitHub repos into Claude, and Claude built a scanner. It processes over 400 markets every hour
This scanner can find those contracts priced in the 7-19c range, with true probabilities between 60-90%
At these entry points, you need a win rate of 1/4
And this bot’s win rate is 81%
Three months later:
From $2,000 to $8,191
99 trades, Sharpe ratio 2.30
A few cases:
ETH Merge upgrade - market 72c, true probability 88%, +19c
SOL breaks $200 - market 44c, true probability 81%, +15c
Florida hurricane cat3+ - market 81c, true probability 92%, +7c
Wheat breaks $800 - market 53c, true probability 68%, +20c
All of these were found by the scanner, and all were profitable
He looked at my terminal last week
He said: “This is what we do with $800M, 47-person team.”
And my current setup costs $25 per month
Claude - $20
VPS - $5
Repos - free
API - free
Now there are 8 agents running 24/7:
velvet_void +$697
nano_alpha +$541
ratking_eth +$407
darkpool_7 +$356
His fund returned 19% last year
And my setup returned 409% in three months
The real edge was never any secret—it’s just always been expensive, until now
70% win rate, 7 wallets copytrading rn from ~500 monitored, bot never paused, never gambling, just math and profit
Giving This Free for 24 hours. To get it:
1. Comment the word 'CLAUDE'
2. Like and Retweet this post
3. Follow me @tec_marco10 (so i can DM you)
A teenager in the United States started publishing software at 14 in 1998, built the entire online infrastructure for the Occupy Wall Street movement in 2011, joined Google as a software engineer, quit in 2018, and then spent five years writing a C library that does something the entire industry said was impossible.
Then she combined it with llama.cpp and shipped the easiest way on the planet to run a large language model on any computer.
Her name is Justine Tunney.
Here is the story, because almost nobody outside the low level systems world knows what one engineer has built.
Justine was born in 1984. She started writing and publishing software at 14, back when distribution meant uploading binaries to BBS systems and chat networks. She picked up the handle jart, which she still uses on GitHub today. She did the work most teenagers her age were not doing. She read the systems programming literature. She studied compilers. She fell in love with C.
In July 2011 she registered the @occupywallst Twitter handle and the occupywallst dot org domain. Within weeks the protest movement that began in Zuccotti Park in New York had become a global phenomenon, and her infrastructure was the digital backbone of the entire thing. She handled the social media, the website, the donations, the coordination. She built the platform that pushed the movement to reach millions.
After Occupy she joined Google as a software engineer. She worked on TensorBoard, the visualization tool for TensorFlow, and on site reliability for Google infrastructure. She stayed for years. Then in 2018 she left Google Brain to work on a personal project.
The project was called Cosmopolitan Libc.
Cosmopolitan does something most C programmers would tell you is mathematically impossible. It lets you compile a C program once and have the resulting binary run natively on Linux, Windows, macOS, FreeBSD, OpenBSD, and NetBSD with no modification. One file. Six operating systems. No virtual machines. No interpreters. No recompilation. The technique she invented is called Actually Portable Executable.
The implications are wild. Cosmopolitan binaries violate every assumption about how operating systems load programs. They are at once a Windows PE file, a Linux ELF binary, a macOS Mach-O binary, and a shell script. The same bytes run on every platform.
For five years she worked on it mostly alone. She funded the development partly through Mozilla's MIECO program, which sponsored her work on Cosmopolitan 3.0, released on October 31, 2023.
A month later she shipped llamafile.
llamafile is what happens when you combine Cosmopolitan with llama.cpp. You take any LLM weights file in the standard GGUF format, you wrap it in Justine's binary, and you get a single file that runs on six operating systems without installation. No Python. No CUDA setup. No dependency hell. Just one file that you double click and it works.
Mozilla launched it as an official project of their innovation group on November 29, 2023. It went viral immediately. The repository, hosted at github .com/mozilla-ai/llamafile, now has 24,600 stars. The license is Apache 2.0.
Justine kept shipping. She added GPU support to Cosmopolitan, a task systems engineers thought would require rewriting the whole thing. She added dlopen support, another thing nobody else had figured out. She wrote whisperfile, a single file version of OpenAI's Whisper speech-to-text model based on the same architecture.
Her GitHub profile lists projects most engineers would consider impossible. sectorlisp, a Lisp interpreter that fits in a boot sector. blink, the tiniest x86-64-linux emulator on Earth. bestline, a teletypewriter command session library. redbean, a complete web server inside a single zip file.
A teenager who shipped software in 1998 grew up to write the C library that the entire local AI movement now runs on top of.
She did most of it alone, and most people scrolling AI Twitter cannot name her.
Icarus Films is deeply honored to have worked with Chilean master documentarian Patricio Guzmán (1941-2026) for the past 30 years. In commemoration, we’re making all of Patricio's films available to stream for free this week. Learn more▶️ https://t.co/KTgJbJ1Vs7
We have created a section on our website that maps Zionist money & lobbying networks in 12 countires - pulled directly from government registers, court filings, and public tax disclosures, so you don't have to dig through 20+ separate official sources yourself.
It includes:
1,115 organizations
885+ Million USD tracked
12 countries, 39 datasets, 5,806+ records
2,431+ source citations, from primary government registers
A dedicated tracker for US charities funding West Bank settlements
Fully searchable index
Downloadable in both CSV & JSON for researchers.
It can be accessed here: https://t.co/x2qpWoxoAx
Please reshare this post to help it break out of the algorithm prison.
We'll keep expanding this as more organizatoins/registers get added and verified in the coming weeks.
Join our telegram:
https://t.co/bvcis3b9GT
Follow our backup accounts:
@ZionismExposedx
&
@IsraelExposedAr
"Albanese has done nothing more than speak" — Justice Richard J. Leon.
US court temporarily blocks Trump's "vastly over inclusive" sanctions against UN Special Rapporteur for Palestine @FranceskAlbs on freedom of speech grounds. Will Europe now act?
Albanese had submitted reports denouncing Israel's mass killing and ethnic cleansing. She also named US companies such as Google and Palantir who facilitated Israel's actions.
The ruling was made by senior DC judge Richard D. Leon who was appointed by President George W. Bush in 2002.
US sanctions are still active against European and Canadian ICC judges (the legality of which was not considered) and punitive measures against Albanese could be reimposed during subsequent hearings.
The EU can block the sanctions using its "blocking statute" — a move Spain's government said it would back. But will it?
A fired Goldman Sachs quant trader taught me everything in a single conversation
He said: “We don’t do predictions. We only buy contracts where the price deviation exceeds 6%.”
It’s just that simple
That’s the desk operation for a $2 million annual salary
I fed his explanation and 5 GitHub repos into Claude, and Claude built a scanner. It processes over 400 markets every hour
This scanner can find those contracts priced in the 7-19c range, with true probabilities between 60-90%
At these entry points, you need a win rate of 1/4
And this bot’s win rate is 81%
Three months later:
From $2,000 to $8,191
99 trades, Sharpe ratio 2.30
A few cases:
ETH Merge upgrade - market 72c, true probability 88%, +19c
SOL breaks $200 - market 44c, true probability 81%, +15c
Florida hurricane cat3+ - market 81c, true probability 92%, +7c
Wheat breaks $800 - market 53c, true probability 68%, +20c
All of these were found by the scanner, and all were profitable
He looked at my terminal last week
He said: “This is what we do with $800M, 47-person team.”
And my current setup costs $25 per month
Claude - $20
VPS - $5
Repos - free
API - free
Now there are 8 agents running 24/7:
velvet_void +$697
nano_alpha +$541
ratking_eth +$407
darkpool_7 +$356
His fund returned 19% last year
And my setup returned 409% in three months
The real edge was never any secret—it’s just always been expensive, until now
70% win rate, 7 wallets copytrading rn from ~500 monitored, bot never paused, never gambling, just math and profit
Giving This Free for 24 hours. To get it:
1. Comment the word 'CLAUDE'
2. Like and Retweet this post
3. Follow me @tec_marco10 (so i can DM you)
No solita… con cada comando regional, parlamentarios, alcaldes, concejales, cores, gobernadores, partidos, independientes, convencionales, organizaciones sociales y vecinos. Muchas gracias a todos y todas. Gracias a mi norte querido 🥰.
Hoy, visitamos el Palacio de La Moneda, por invitación del Presidente Piñera. Cuando estuve frente al busto de Salvador Allende pensé en los que, cómo él, estuvieron antes que nosotros. Sus sueños de un Chile mejor, son los que vamos a seguir construyendo junto a todos ustedes.
Curso intensivo: decir una mentira, mostrar pruebas falsas, reconocer que son falsas, pero dejar instalado el punto y la sensación en los espectadores. De manual.
Breve clase de Historia de Chile (5). En la elección presidencial de 1970, la derecha amenazaba con el miedo que iban a llegar los tanques soviéticos a la Moneda. Finalmente solo llegaron los tanques del Ejército de Chile. Gracias. Pueden salir a recreo.
Quizás muchos no saben que el camarógrafo de la Batalla de Chile fue Jorge Müller, detenido por la Dina junto a su pareja la tbn cineasta Carmen Bueno. Los 2 son det. desaparecidos. El 29 de noviembre es el día del cine chileno en honor a ellos. #LaBatalladeChilexLaRed
Comisión Chilena de DD.HH envió a la Corte Penal Internacional, el Informe Final de la Comisión Especial Investigadora de la Cámara de Diputados que da cuenta de graves, masivas y generalizadas violaciones a los Derechos Humanos desde octubre de 2019. Urgente difundir!