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9 books every parent should read 👇 1. Free to Learn by Peter Gray This book explores the importance of play in childhood development — and how to unlock and facilitate your kid’s instincts to play to foster their growth.
AGI (AI at avg human level for any job that can be done remotely) will massively impact GDP growth. We might expect >50%/year. Assuming a continuous run-up to AGI, we should expect GDP growth to start to accelerate as we get closer. When will this be noticeable in GDP metrics?
The most controversial article I have ever written! @kmjablonka shows that making a #MachineLearning model for different problems in #Chemistry with #GPT3 is as easy as a literature search. The scary part; it outperforms all the conventional ML models dx.doi.org/10.26434/chemr… 1/4
GPT implemented using NumPy in like 60 lines of code! 🔥 Let me break it down for to you in this thread: 🧵👇
It's so over, "FlexGen runs OPT-175B up to 100× faster on a single 16GB GPU" Faster than deepspeed offloading
🎉 New paper 🎉 Introducing the Toolformer, a language model that teaches itself to use various tools in a self-supervised way. This significantly improves zero-shot performance and enables it to outperform much larger models. 🧰 🔗 Link: arxiv.org/abs/2302.04761
Never ever thought I’d share a video of Bing Search, ohh well here we are. This is insane 😱🙇🏻♂️👏🏻
Permutation trees are big bangs of pattern: ever-expanding structure out of (almost) nothing. Digital computing is seeing the world as sequences of tree branches, framing them as paths of being (data) or becoming (code). Our civilization now runs on this abstract perception.
A fundamental link between logic, computation & geometry is that every truth table is also a binary tree and also a cube.
On the highway towards Human-Level AI, Large Language Model is an off-ramp.
Turn your knowledge base into a powerful #AI-powered chatbot with Fini! 🪄✨ Provide a link to your knowledge base and let Fini provide you with a tireless AI agent ready to answer customer questions instantly, 24/7! 🔗 usefini.com #ChatGPT #GPT3 #LLM
Built a chatbase.co that lets you create a chatbot from any PDF document. This Demo shows a chatbot that was trained on a document explaining how chatbase worked. @LangChainAI @pinecone @OpenAI Deployed to @vercel inspired by @steventey, @nutlope, @itsandrewgao
Humans are an API to ChatGPT. ChatGPT is an API to Python. Python is an API to C. C is an API to assembly. Assembly is an API to binary. Binary is an API to physics. Physics is an API to the machine that runs the universe. It's computation all the way down.
Legendary programmer John Carmack literally said 60% chance of AGI by 2030, 95% by 2050 in his latest interview. He says its inevitable at this point. It's time to get your soul right. We're about to meet God
"Looped Transformers as Programmable Computers" Shipped today, long thread with arxiv link tomorrow. This paper marks a significant shift in my group's research, that I'm very excited about.
we're starting to see top companies spend the same amount on RLHF and compute in training ChatGPT-like LLMs for example, OpenAI hired >1000 devs to RLHF their code models crazy—but soon companies will start spending $ hundreds of Ms or $ billions on RLHF, just as w/compute
DeepMind announces AdA: - an agent RL pre-trained, at scale - that adapts, in-context without weight updates, - to open-ended novel embodied 3D problems as quickly as humans. Paper page: sites.google.com/view/adaptive-… Paper: arxiv.org/abs/2301.07608 See thread below! 19/22
I’m super excited to share our work on AdA: An Adaptive Agent capable of hypothesis-driven exploration which solves challenging unseen tasks with just a handful of experience, at a similar timescale to humans. sites.google.com/corp/view/adap… See the thread for more details 👇 [1/N]
I'm ride-or-die with close friends. Any other way to live makes no sense to me.
The Singularity is not a faith or a dogma. It is the realization of a shockingly disruptive almost fully unavoidable near certainty: the impending emergence of an unprecedentedly lucid planetary consciousness across all computational substrates.
whoa, this is bigger than ChatGPT to me. google almost solved music generation, i'd say. google-research.github.io/seanet/musiclm…
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rb
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allen h
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Juan Luis Domínguez
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Galatasaray
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Arnaud Stiegler
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emilanker
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