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[D] We're the Meta AI research team behind CICERO, the first AI agent to achieve human-level performance in the game Diplomacy. We’ll be answering your questions on December 8th starting at 10am PT. Ask us anything!

Submitted by MetaAI_Official t3_zfeh67 in MachineLearning

some of our materials and open-sourced artifacts here:  * [Research paper](https://www.science.org/doi/10.1126/science.ade9097) * [Project overview](https://ai.facebook.com/research/cicero/) * [Diplomacy gameplay page](https://ai.facebook.com/research/cicero/diplomacy/) * [Github repo](https://github.com/facebookresearch/diplomacy_cicero) * [Our latest blog post ... ai.facebook.com/blog/cicero-ai-negotiates-persuades-and-cooperates-with-people/) Joining us today for the AMA are: * Andrew Goff (AG), 3x Diplomacy World Champion * Alexander Miller (AM), Research Engineering Manager * Noam Brown (NB), Research Scientist [(u/NoamBrown)](https://www.reddit.com/user/NoamBrown/) * Mike Lewis (ML), Research

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[R] Human-level play in the game of Diplomacy by combining language models with strategic reasoning — Meta AI

Submitted by hughbzhang t3_z1yt45 in MachineLearning

Paper: [https://www.science.org/doi/10.1126/science.ade9097?fbclid=IwAR2Z3yQJ1lDMuBUyfICtHnWz2zRZEhbodBkAJlYshvxkCqpcYFhq5a\_Cg6Q](https://www.science.org/doi/10.1126/science.ade9097?fbclid=IwAR2Z3yQJ1lDMuBUyfICtHnWz2zRZEhbodBkAJlYshvxkCqpcYFhq5a_Cg6Q) Blog: [https://ai.facebook.com/blog/cicero-ai-negotiates-persuades-and-cooperates-with-people/?utm\_source=twitter&utm\_medium=organic\_social&utm\_campaign=cicero&utm\_content=video](https://ai.facebook.com/blog/cicero-ai-negotiates-persuades-and-cooperates-with-people/?utm_source=twitter&utm_medium=organic_social&utm_campaign=cicero&utm_content=video) Github: [https://github.com/facebookresearch/diplomacy\_cicero

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[D] Paper Explained - CICERO: An AI agent that negotiates, persuades, and cooperates with people (Video)

Submitted by ykilcher t3_z4s2kp in MachineLearning

Cicero's play against humans 55:15 - More examples & discussion ​ Homepage: [https://ai.facebook.com/research/cicero/](https://ai.facebook.com/research/cicero/) Code: [https://github.com/facebookresearch/diplomacy\_cicero](https://github.com/facebookresearch/diplomacy_cicero) Blog: [https://ai.facebook.com/blog/cicero-ai-negotiates-persuades-and-cooperates-with-people/](https://ai.facebook.com/blog/cicero-ai-negotiates-persuades-and-cooperates-with-people/) Paper: [https://www.science.org/doi/10.1126/science.ade9097](https://www.science.org/doi/10.1126/science.ade9097) &#x200B

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porcenat_k t1_itxcyl3 wrote

Reply to comment by manOnPavementWaving in Where does the model accuracy increase due to increasing the model's parameters stop? Is AGI possible by just scaling models with the current transformer architecture? by elonmusk12345_

ai.facebook.com/blog/studying-the-brain-to-build-ai-that-processes-language-as-people-do/](https://ai.facebook.com/blog/studying-the-brain-to-build-ai-that-processes-language-as-people-do/) Here is a link to the one of the most recent developments. There are plenty more. >What calculations did you do to to get to "a billion times more intelligent"? That

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MetaAI_Official OP t1_izfk9ug wrote

Reply to comment by Roger_M8 in [D] We're the Meta AI research team behind CICERO, the first AI agent to achieve human-level performance in the game Diplomacy. We’ll be answering your questions on December 8th starting at 10am PT. Ask us anything! by MetaAI_Official

just finished up [Pluribus](https://ai.facebook.com/blog/pluribus-first-ai-to-beat-pros-in-6-player-poker/) and were discussing what to pursue next. We saw the incredible breakthroughs happening across the field, like GPT-2, AlphaStar, and OpenAI Five, and knew that we needed

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elbiot t1_j1tjpg7 wrote

Reply to [P] Medical question-answering without hallucinating by tmblweeds

source I found this post through also referenced Retrieval Augmented Generation (https://ai.facebook.com/blog/retrieval-augmented-generation-streamlining-the-creation-of-intelligent-natural-language-processing-models/) and it seems like they've integrated document selection into the back propagation of the model training. You couldn

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wind_dude t1_j50pmcc wrote

Reply to [D] Inner workings of the chatgpt memory by terserterseness

relevant information and sent to the decoder for the final output. [https://medium.com/ai-network/is-there-a-chatbot-that-goes-beyond-the-gpt-3-blenderbot-2-0-17e42e674824](https://medium.com/ai-network/is-there-a-chatbot-that-goes-beyond-the-gpt-3-blenderbot-2-0-17e42e674824) ​ [https://ai.facebook.com/blog/blender-bot-2-an-open-source-chatbot-that-builds-long-term-memory-and-searches-the-internet/](https://ai.facebook.com/blog/blender-bot-2-an-open-source-chatbot-that-builds-long-term-memory-and-searches-the-internet/) ​ So it's in the model architecture

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Pro_RazE OP t1_j9u3sra wrote

Reply to New SOTA LLM called LLaMA releases today by Meta AI 🫡 by Pro_RazE

There's no paper or anything else posted yet. Edit: They posted. Here's the link: https://ai.facebook.com/blog/large-language-model-llama-meta-ai/?utm_source=twitter&utm_medium=organic_social&utm_campaign=llama&utm_content=blog "Today we're publicly releasing LLAMA, a state-of-the-art foundational LLM, as part

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xt-89 t1_jbt5yyd wrote

Reply to comment by NovelspaceOnly in [P] GITModel: Dynamically generate high-quality hierarchical topic tree representations of GitHub repositories using customizable GNN message passing layers, chatgpt, and topic modeling. by NovelspaceOnly

agent. There’s already relevant research on how to do that. Here’s one from Facebookresearch: https://ai.facebook.com/blog/retrieval-augmented-generation-streamlining-the-creation-of-intelligent-natural-language-processing-models/

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[D] AI Theory - Signal Processing?

Submitted by a_khalid1999 t3_10ocalm in MachineLearning

This](https://ai.facebook.com/research/theory/) page of Meta AI research where they mention AI theory as a topic, they mention that they use techniques from Signal Processing. As someone with an Electrical Engineering background, and interests

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