Mad D

289 posts

Mad D

Mad D

@metabrane

Katılım Kasım 2023
53 Takip Edilen4 Takipçiler
Mad D
Mad D@metabrane·
@LiorOnAI Why is it over? It’s just getting started.
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Lior Alexander
Lior Alexander@LiorOnAI·
It's over. Karpathy just open-sourced an autonomous AI researcher that runs 100 experiments while you sleep. You don't write the training code anymore. You write a prompt that tells an AI agent how to think about research. The agent edits the code, trains a small language model for exactly five minutes, checks the score, keeps or discards the result, and loops. All night. No human in the loop. That fixed five-minute clock is the quiet genius. No matter what the agent changes, the network size, the learning rate, the entire architecture, every run gets compared on equal footing. This turns open-ended research into a game with a clear score: - 12 experiments per hour, ~100 overnight - Validation loss measures how well the model predicts unseen text - Lower score wins, everything else is fair game The agent touches one Python file containing the full training recipe. You never open it. Instead, you program a markdown file that shapes the agent's research strategy. Your job becomes programming the programmer, and this unlocks a strange new loop: 1. Agents run real experiments without supervision 2. Prompt quality becomes the bottleneck, not researcher hours 3. Results auto-optimize for your specific hardware 4. Anyone with one GPU can run a research lab overnight The best AI labs won't just have the most compute. They'll have the best instructions for agents who never sleep, never forget a failed experiment, and never stop iterating.
Andrej Karpathy@karpathy

I packaged up the "autoresearch" project into a new self-contained minimal repo if people would like to play over the weekend. It's basically nanochat LLM training core stripped down to a single-GPU, one file version of ~630 lines of code, then: - the human iterates on the prompt (.md) - the AI agent iterates on the training code (.py) The goal is to engineer your agents to make the fastest research progress indefinitely and without any of your own involvement. In the image, every dot is a complete LLM training run that lasts exactly 5 minutes. The agent works in an autonomous loop on a git feature branch and accumulates git commits to the training script as it finds better settings (of lower validation loss by the end) of the neural network architecture, the optimizer, all the hyperparameters, etc. You can imagine comparing the research progress of different prompts, different agents, etc. github.com/karpathy/autor… Part code, part sci-fi, and a pinch of psychosis :)

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Piers Morgan
Piers Morgan@piersmorgan·
Given that @grok seems bizarrely incapable of verifying this accurately, here is the original photo of me and Ghislaine Maxwell when we met at a book launch, and the manipulated version posted by @BackupJeffx .
Piers Morgan tweet mediaPiers Morgan tweet media
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Mad D
Mad D@metabrane·
@steipete what is your experience with Grok for coding? Sorry if I missed anything you mentioned previously.
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Simple Man
Simple Man@BeaBerean44·
@piersmorgan Context is everything you meddling foreigner. Focus on the Islamic invasion and rape gangs in your own island.
Simple Man tweet media
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Drew Austin
Drew Austin@DrewAustin·
I wish the “acquisition” of @openclaw rewarded everyone who contributed to the GitHub and everyone who has used the platform. We’re still not getting distributed ownership and open source biz models right. @steipete built it but it took an army, yet from what it sounds only one will be rewarded. I wish that wasn’t the case. I could be wrong tho.
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Mad D
Mad D@metabrane·
@RupertLowe10 Good to see that you called it what it is – rape gangs not grooming gangs. Hope to see some justice…
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Rupert Lowe MP
Rupert Lowe MP@RupertLowe10·
Today marks the end of the survivor participation for our rape gang inquiry hearings. I simply have no words that describe the bravery and courage of these women who have come forward. No words. What they have been through is indescribable. It has been a life-changing experience for me. I never thought such evil was possible. Never. Not here, in Britain. In our towns, in our communities. It is pure evil. These men are so utterly depraved. If it were up to me, thousands of them would receive the death penalty. To do what they did, on such an industrial scale, to innocent young girls - many of whom were already in such an incredibly vulnerable place? There is no redemption possible. The world is a better place without them in it. I started this inquiry because so many others failed. Speaking honestly, I did not understand how deep this evil is rooted in our society. Police, politicians, council officials, the NHS, social workers, children’s homes - it is everywhere. IS everywhere. Not was. IS. Meeting these women, and men, listening to how severely they were failed by those tasked to protect them? My views have changed forever. I knew it was bad. I never knew how bad it was. Every single one who has come forward is a hero in my view. The courage and grace in how they have conducted themselves is unlike anything I have seen in my life. All because they don’t want others to suffer the same fate. That is an extraordinary sacrifice. They could have just moved on with their lives. Tried to forget. But no, they chose to do this. I am in awe of all of them. Our hearings will finish tomorrow, following the contribution of three more expert witnesses. Then the next stage begins. We will produce a report, and then we will seek to put people in prison. There are FAR more testimonies and evidence to release - this will keep coming and coming and coming. Even with a media blackout, we have reached tens of millions. We have made real progress. And following such immense demand, we will reopen the portal so that more women can tell their stories. This is just the beginning. Politicians from all parties have failed these girls, again and again and again. I do not intend to join that list. To everyone who donated, thank you. To our team, thank you. And especially to the survivors, thank you. I believe that together we can start to make Britain understand what is happening, and then finally do something about it.
Rupert Lowe MP tweet media
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Dr. Simon Goddek
Dr. Simon Goddek@goddek·
🚨 BREAKING: EU elites just voted ‘trans women are women’ into official women’s rights docs for the UN. Congrats ladies, your daughters will now share sports, prisons, and rape crisis centres with 250 lb bearded “sisters.”
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𝐑.𝐎.𝐊 👑
𝐑.𝐎.𝐊 👑@r0ktech·
software engineering is the only career where interview is harder than the job.
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Dave Smith
Dave Smith@ComicDaveSmith·
Hey @dbongino now that the files are out can you share with us the part that proved Epstein killed himself? You said you saw the files and knew for a fact he killed himself. Surely, you weren’t lying through your fucking teeth.
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🇦🇪 HGS
🇦🇪 HGS@Sajwani·
11 years ago, Interstellar was released, but just 1 hour and 37 minutes have passed on Miller's planet
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Rebecca Mistereggen
Rebecca Mistereggen@RMistereggen·
Welcome to Norway, where shaming your own mother is celebrated as ‘bravery’, if you’re a left-wing state journalist. As I walked into a bookstore today, an atrocity met my eyes: “Mom Is a Conspiracy Theorist” The author, a journalist employed by NRK, has been making the rounds in several media outlets lately, so curiosity got the better of me. I picked it up and read the blurb on the back. It reads: “She became a grandmother when everything changed. Dark conspiracy narratives convinced her that pandemics and earthquakes are staged by a secret power elite, and that aliens disguised as humans walk among us. Is it even possible to bring someone who believes in conspiracy theories back to the family and to reality? Author Christine Rehn Jensen tries to understand how an entirely ordinary person can suddenly begin to believe in extraordinary explanations. What social, psychological, and cultural processes are at play? ‘Mamma er konspirasjonsteoretiker’ is a unique and brave book about a daughter’s love for her mother, and about a problem that is tearing families and society apart.” A brave book about a daughter’s love for her mother? No. What I see is something far uglier: a cynical, narcissistic woman monetizing the betrayal of her own mother. The woman who carried her, raised her, and stood by her through thick and thin is reduced to a spectacle across more than 250 pages. Private emails. Family arguments. A mother’s deepest fears and beliefs laid bare for the entire country to gawk at, rebranded as “courageous journalism” and a “vital societal contribution.” And who is doing this? A daughter with a comfortable, state-funded media job, paid through license fees from ordinary Norwegians, including her own mother. A woman who has climbed the ladder inside the system, trained to sound “balanced” while packaging narratives the establishment finds convenient. She now cashes in on the most sacred bond there is - the mother–daughter relationship - turning it into a book and a media tour, complete with interviews in major newspapers and on national radio. She presents herself as the victim of a “family rift,” while publicly shaming and pathologizing her own mother as a delusional conspiracy theorist in need of correction. This is not brave. It is not loving. It is cruel. This is sacrificing family trust on the altar of career advancement, pretending it is a noble search for truth when it is, in reality, a calculated move to sell books and generate clicks. A mother deserves better than to be turned into a clinical case study in her own daughter’s profit-driven project.
Rebecca Mistereggen tweet media
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Alice Weidel
Alice Weidel@Alice_Weidel·
The EU wants to copycat X with its own new social network named 'W'. I have an idea what the 'W' stands for...
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Patrick Bet-David
Patrick Bet-David@patrickbetdavid·
Can Europe defend itself without Americans? Finland President very quickly changed his tone.
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Andrew Rosindell MP 🇬🇧🏴󠁧󠁢󠁥󠁮󠁧󠁿
This evening, with sorrow, I have decided to resign from my position as an Opposition Shadow Minister and as a member of the Conservative & Unionist Party. Since joining the Conservative Party at the age of 14, I have been a loyal and committed supporter of the principles advocated by Margaret Thatcher that have always underpinned my own political beliefs. However, the time has come to put country before party. The failure of the Conservative Party both when in government and more recently in opposition to actively hold the government to account on the issue of Chagossian self-determination and the defence of British sovereignty, represents a clear red line for me. Since entering Parliament in 2001, I have consistently argued, both from the backbenches and the frontbench, that the right of self-determination of the Chagossian people is sacrosanct, and that they alone should decide the future sovereignty of the Chagos Islands. Regrettably, these concerns have fallen on deaf ears. Both the government and the opposition have been complicit in the surrender of this sovereign British territory to a foreign power. This was made abundantly clear by the failure of Conservative peers to vote down the British Indian Ocean Territory Bill at third reading earlier this month, following direction from the top of the party. Sadly, I now believe that the Conservative Party is irreparably bound to the mistakes of previous governments and unwilling to take meaningful accountability for the poor decisions made over so many issues. Moreover, the views and concerns of constituents such as mine in Romford have been consistently ignored for far too long. Following a conversation earlier this evening with Nigel Farage M.P., I have therefore agreed to join Reform U.K. as its seventh Member of Parliament. It is clear to me that Reform U.K. is now the only political movement that is genuinely willing to fight for the best interests of the United Kingdom. The views and concerns of the majority of the British people must no longer be sidelined. Our country has endured a generation of managed decline. Radical action is now required to reverse the damaging decisions of the past and to forge a new course for Britain - one that firmly places the interests of the British people first.
Andrew Rosindell MP 🇬🇧🏴󠁧󠁢󠁥󠁮󠁧󠁿 tweet media
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Michael Welling
Michael Welling@WellingMichael·
From your own website nobelpeaceprize.org you state and I quote “There are no restrictions in the statutes of the Nobel Foundation on what a laureate may do with the medal, the diploma, or the prize money. This means that a laureate is free to keep, give away, sell, or donate these items. A number of Nobel medals are displayed in museums around the world. Several Nobel laureates have also chosen to give away or sell their medals…” so stop issuing these statements… #NobelPeacePrize #MariaCorinaMachado
The Nobel Prize@NobelPrize

Statement from the Nobel Foundation One of the core missions of the Nobel Foundation is to safeguard the dignity of the Nobel Prizes and their administration. The Foundation upholds Alfred Nobel’s will and its stipulations. It states that the prizes shall be awarded to those who "have conferred the greatest benefit to humankind," and it specifies who has the right to award each respective prize. A prize can therefore not, even symbolically, be passed on or further distributed. For additional information, please refer to the Norwegian Nobel Committee: nobelpeaceprize.org/press/press-re…

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Nile Gardiner
Nile Gardiner@NileGardiner·
There is massive hypocrisy in Europe over the Greenland issue. Keir Starmer is handing over the Chagos Islands and its British citizens to Chinese ally Mauritius. Meanwhile Spain/EU are threatening sovereignty of Gibraltar where over 99 percent of residents wish to remain British
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