Save the date for our #CICERObyMetaAI Reddit AMA! @polynoamial
, @em_dinan
, @adamlerer
, 3X Diplomacy World Champion @TheGoffy & team will be answering questions this week — ask us anything! r/machinelearning December 8, 2022 10am PT Reply below with your questions
@aiatmeta
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CICERO by Meta AI Reddit AMA Scheduled for December 8
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CICERO AI Partnership Benefits in Diplomacy Game Strategy
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Would you partner with CICERO? Watch as @polynoamial and @thegoffy (3x Diplomacy World Champ) talk about the benefits of partnering with #CICERObyMetaAI as an ally when playing the strategy game Diplomacy. Learn more about CICERO’s gameplay
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Meta Uses PyTorch for On-Device AI Models in Mobile Apps
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Many of the mobile experiences people know and love across our apps like Facebook & Instagram are made possible by running AI models on-device. Today, we’re sharing more information about how Meta uses @PyTorch to enable these experiences
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CICERO AI Plays Diplomacy: Which Human Trait Matters Most?
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#CICERObyMetaAI is the first AI built to play Diplomacy at a human level. Patience, honesty, cooperation, negotiation skills and empathy: all human attributes that contribute to its gameplay. Which attribute do you think makes the better Diplomacy player?
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Acknowledgment of researchers for their collaborative work
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Thanks to researchers @michiyasunaga, @ArmenAgha
, @WeijiaShi2
, @jure
, @percyliang
, @ml_perception
, @LukeZettlemoyer
, @scottyih and the rest of the team for all their work on this! 4/4 -

RA-CM3 Scalable Modular Knowledge Integration Architecture
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RA-CM3 integrates knowledge in a more scalable & modular way compared to previous methods. It’s more resilient to long-tail or unseen knowledge which can help the growth & update of knowledge over time in real world settings. We’re excited for the possibilities it presents. 3/4
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RA-CM3 Model Outperforms Baselines with 70% Less Compute
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The RA-CM3 model significantly outperforms baseline multimodal models on both image & caption generation tasks, while using <30% of the compute of comparable models & exhibiting novel capabilities like knowledge-intensive image generation & multimodal in-context learning. 2/4
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Meta AI Introduces RA-CM3: Multimodal Model for Text and Image Generation
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New paper from our team at Meta AI. Retrieval-Augmented CM3 (RA-CM3) is the first multimodal model that can retrieve and generate mixtures of text and images — while also reducing training cost and model size. Now available on arXiv https://
arxiv.org/abs/2211.12561 1/4 -
Live Stream Starting Now on Bleeding Edge AI Channel
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We're starting now, join us over on @bleedingedgeai for the next hour!
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CICERO’s Diplomacy Strategy: Honesty as a Winning Tactic
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☑️ Using honesty as a tactic: 3X Diplomacy World Champ @thegoffy and @adamlerer speak to CICERO’s strength as a Diplomacy player through its use of honesty. 📺 Watch the full video 👉 https://t.co/Lk4R4xW0jj#CICERObyMetaAI pic.twitter.com/axOdVVypjd
— AI at Meta (@AIatMeta) 1 décembre 2022Using honesty as a tactic: 3X Diplomacy World Champ @thegoffy and @adamlerer speak to CICERO’s strength as a Diplomacy player through its use of honesty. Watch the full video https://
youtu.be/kexYmcu1Zro #CICERObyMetaAI