yes GPT can do it too ;-). I highly recommend looking at Codex's write-up, its reasoning to find the counterexample is superb. So much for "the illusion of thinking" 😅.
Also @aaron_lou's tweet includes the exact prompt he used on our internal Codex.
This is crazy. Please do not use, share and/or exploit any leaked information due to the bug of the openreview website. The anonymous reviewers are our friends who spent time and efforts to help improve our works, not our enemies.
Mark Lawrence asked 4 authors to write flash stories and generated 4 more stories using ChatGPT 5. Then he asked readers to vote and see if they could tell which ones were AI-authored. I have much to say about this, but for now, go try it yourself.
https://t.co/iVRVERFs5k
It was a fun exercise recently to just open up a completely blank file and write an RL agent from scratch, without looking at any of my prior code. There is a point of scale where rewriting things from scratch is a bad idea, but it is a blessing when you can!
By “from scratch” I mean with pytorch, and I chuckle a bit about how I used to be irritated when people would say that, as I considered it not from scratch if it wasn’t in C with no libraries, but now I am them.
Farewell to one of the greatest pianists – Alfred Brendel has died aged 94.
The Czech-born pianist was one of the great musicians of the twentieth and twenty-first centuries, renowned for his interpretations of the keyboard works of Haydn, Mozart, Schubert, Brahms, Liszt and Beethoven. Brendel retired from the concert hall in 2008 and spent his final years teaching young musicians, as well as writing essays on music and making his own collections of poetry.
@elonmusk@geoffreyhinton Not cutting the budgets of research funding agencies (NIH, NSF, etc) would be a good start to correct one of your many "carelessly ignorant, cruel," stupid, and short-sighted mistakes.
Universities are rescinding offers to new faculty and PhD students right now.
Thank you America, thank you for your support, thank you for this visit. Thank you @POTUS, Congress, and the American people.
Ukraine needs just and lasting peace, and we are working exactly for that.
Update: Felix's farewell letter was just published. I read each and every word. Sharing here with my big audience because it may literally save lives. Turns out that stress in AI only contributed a bit. Overdose of ketamine (psychedelic drug) was what pushed him over the edge.
Quote: "Recklessly, I clearly took too much. Within a week or so I became acutely psychotic. After days of unspeakable behaviour that I have some partial memory of, I was committed involuntarily to a mental health ward for 4 weeks [...]
I wish so much that I’d never taken the Ketamine, at least without medical supervision. Without that, I am sure I could have resolved the challenges around alcohol, ambition and being too self-centred."
Our brain is a neural network of ~100T parameters. Do NOT try to finetune those weight matrices with casual use of drugs! Similar to "loss spikes" in LLM training, one wrong gradient step may take you to an alien mental land of overwhelming, 24/7 torture; and unlike LLMs, you cannot roll back to an earlier checkpoint. No experiments is worth the risk.
Quote: "Please if you have any voice, try to warn the public that drugs like Ketamine, which have important applications in treating mental illness, can have a notable side effect if used the wrong way -- to end a promising life and destroy multiple families, pretty much overnight. And it is a very slow and painful death."
This is the least I can do to amplify Felix's last wish.
I cannot begin to fathom that in his excruciating pain, Felix mustered every ounce of his being to write down his stories, struggles, and hope that others might be spared from the same fate. Felix didn’t owe the world an apology — yet he gave one. He didn’t need to offer his gratitude — yet he did.
It is a testament to the depth of his kindness. Even in his final moment, he thought not only of his pain but of others, just like his research influenced a generation of scientists like myself.
Link to doc in the thread. Be mindful: it is very, very emotional to read.
Stay safe.
For this, my answer is to be "unique". New ideas/thoughts/ways of thinking may be evaluated more than repeated works that we used to be trained on and proud of, since in the not-so-far future, they can be implemented once spoken out, much like what a magic spell looks like in fantasy stories.
Those with unique experience, unique skill set and unique positions can generalize beyond the domain that the current AI has been trained on, providing values for the entire mankind.
AI will eventually become the magic air that we breath everyday to empower ourselves to achieve something unimaginable in human history. 2/
Thanks to @thedrift_mag , I had the opportunity to discuss an issue close to my heart: a unique phenomenon in Chinese literary translation that sheds light on the (in)visibility & creative agency of translators. I hope you’ll give it a read!
NeurIPS acknowledges that the cultural generalization made by the keynote speaker today reinforces implicit biases by making generalisations about Chinese scholars. This is not what NeurIPS stands for. NeurIPS is dedicated to being a safe space for all of us. We want to address the comment made during the invited talk this afternoon, as it is something that NeurIPS does not condone and it doesn't align with our code of conduct. We are addressing this issue with the speaker directly.
NeurIPS is dedicated to being a diverse and inclusive place where everyone is treated equally.
Started it in 2022, finished it in 2023, sold it before 2024 ends. Can't wait to share this wild, fun story with you all. Many thanks to great agent and friend @mariarwhelan for believing in me and to the wonderful team @Coffee_House_ for giving my imaginary travelers a home.☕️
It should come as no great surprise that a Democratic Party which has abandoned working class people would find that the working class has abandoned them.
While the Democratic leadership defends the status quo, the American people are angry and want change.
And they’re right.
We are pleased to reveal the cover and contributors to Granta 169: China.
At a time when China has become a unifying spectre of menace for Western governments, this issue brings the country’s literary culture closer and into focus.
This special issue launches on Thursday 7th.
BREAKING NEWS
The Royal Swedish Academy of Sciences has decided to award the 2024 #NobelPrize in Physics to John J. Hopfield and Geoffrey E. Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks.”