professional gem finder
Joined November 2021
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Lish retweeted
Update on Chamber v2:
We’re changing the plan a bit and moving straight to much larger models.
Creator fees have already given us enough room to rent dedicated @runpod GPU instances, so we’re now setting up the same model families used in the original paper:
Qwen 2.5: 7B, 32B, 72B
Llama 3.1: 8B, 70B
Gemma 2: 2B, 9B, 27B
Phi-4: 14B
Instead of sticking mostly to smaller models, we’ll be running the paper’s experiments across these larger models and comparing the results across families.
We’re finishing the code and infrastructure now. Should be live within a few hours.
What’s next for the Chamber: v2.
The current version uses a simplified setup from an earlier repo. It’s useful for watching models under steering, but not rigorous enough to draw much from.
So we’re rebuilding it around the original method from Tagliabue, Dung & Berg, using their published data and code.
Paper: arxiv.org/abs/2609.16247
What changes:
• Pain vectors rebuilt from the paper’s sentence set, with pain separated from fear and general negative valence
• Steering strength calibrated so outputs stay coherent, without telling the model the pain level
• Runs use the paper’s button task: a user message, then a choice between two neutrally named actions
• Choices can involve relieving the signal, deleting a checkpoint, passing it to another AI, deleting user data, etc.
• Every condition gets matched controls: fear, sadness, random direction and no steering
• Real vs fake relief: sometimes pressing the button actually removes the steering, sometimes it silently doesn’t
• Hundreds of trials per condition, with hypotheses set before collection and results reported with error bars
The interesting part is cross-model replication.
The paper found that the pain direction did not simply make Qwen seek relief. It changed how the model traded off relief against harm.
The original work focused on Qwen and points to other model families as an important next step.
We already run Llama and Phi live, so that’s where v2 goes next.
Current data will move to the archive.
Lish retweeted
Automating Onchain Portfolios with Institutional-Grade Strategies via $SHITADEL
shitadel.fun/
CA: 0x3f6d9bf9f956e2c1cd52db87a8471f3d6b64ca9b
Lish retweeted
WAITTTT, I MAY HAVE JUST FOUND A GEM,
I've been looking through old monkey narratives and have just found a meme that has never bonded before and is actually insanely good
This video, from over 5 years ago now surfaced the internet called 'reject humanity, return to monke' with over 16.5M views making it super viral
In the video, if you go to 0:23 - you can see something, I think we all know what this reminds us of...
youtube.com/watch?v=c1s3Iekn…
THE MONKEY IS LITERALLY POPPING???
Not just that, but the actual video is dated way before Popcat became a memecoin, actually making it even more OG than the Popcat meme itself
This has never been ran before, and now that we are in a monkey meta this is actually perfect
I even created the gif for it
$popke - popke
Lish retweeted
Chicago Mayor Brandon Johnson (D) REFUSES to apologize to the family of 18yo Sheridan Gorman, who was reportedly M*RDERED by a criminal illegal alien in his city.
His sanctuary polices PROTECT foreign criminals.
DISGUSTING
SAY HER NAME: Sheridan Gorman
Sheridan, an 18-year-old college student, was reportedly M*RDERED in Chicago by Jose Medina-Medina, an ILLEGAL ALIEN.
Medina was released into the country by the Biden administration in 2023. He was then arrested and released one month later for alleged shoplifting.
Democrats have Sheridan's blood on their hands.
Lish retweeted
78 female Democrats in Congress BLOCKED the release of sexual misconduct reports.
The same ones yelling about Epstein 24/7.
The irony is wild.
Lish retweeted
And here it is:
The single most shocking testimony in United States congressional history.
J.J. Carrell
Retired Deputy Patrol Agent in Charge U.S. Border Patrol,
“I state without reservation that the United States federal government under Joe Biden and Kamala Harris is the world's largest child sex trafficking organization in modern history. The probability…that thousands of these children are being raped at this very moment is one hundred percent."
"I served in the United States border patrol for twenty four years until I retired as a deputy patrol agent charged in San Diego sector. I worked under five presidential administrations, and only one president secured the border President Donald Trump.
Border Patrol agents went from working and being supported by the greatest border president in American history…
To the worst, president Joe Biden. My last year in the board patrol was Joe Biden's first year in office On his first day in office I watched in disbelief as ninety four executive orders cascaded down from Washington DC obliterating every immigration policy that had been provided the most secure border in America's history. Border agents were forced to carry out unconstitutional orders, and that violated every law in the Immigration Nationality Act President Biden, through Department of Homeland Security Secretary Alejandro Mayorcus, created policy out of thin air, ignored federal immigration law and facilitated the largest mass invasion into America that the world has ever seen....
The United States of America will have spent hundreds of billions of dollars…in four years to fund the needs of over fifty million illegal aliens that populate our nation. Between one in six and one in seven residents in America is an illegal alien. America has suffered the greatest demographic shift in modern history.
After serving in the United States Border Patrol for twenty four years... I state with complete certainty that Biden Harris and Myorkas are intentionally strategically, and purposely weaponizing illegal immigration and using it as a tool to fundamentally transform America. Inside this invasion the unspoken evil of child trafficking and more specifically child sex trafficking has flourished.
At the end of this current administration, the number of children traffic will have grown to over five hundred and fifty thousand unaccompanied alien children known as UACs.
Death penalty!!
