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rasbt pushed reasoning-from-scratch
View on GitHubWe're sharing a comprehensive study of Perplexity Computer in real-world deployment in collaboration with Harvard Computer is more cost and time-efficient, unlocks cross-disciplinary search beyond the reach of multi-step search, and provides higher autonomy and quality in the generated outputs.
We published new research with Harvard on the shift from chat interfaces to autonomous agents like Computer. Over 3 months, findings show workers using Computer finish tasks in 87% less time at 94% lower cost than Search alone, with higher satisfaction. https://research.perplexity.ai/articles/how-ai-agents-reshape-knowledge-work
two things ready to share from this weekend: 📖 http://learn.activegraph.ai interactive site teaching activegraph concepts blog: https://activegraph.ai/blog/introducing-learn 💻 AG coder (open source) reference coding agent on activegraph GH: https://github.com/yoheinakajima/ag-coder blog: https://activegraph.ai/blog/ag-coder still in progress: deep research agent, bounded self-improvement research, core packs...
RT Perplexity We published new research with Harvard on the shift from chat interfaces to autonomous agents like Computer. Over 3 months, findings show workers using Computer finish tasks in 87% less time at 94% lower cost than Search alone, with higher satisfaction. https://research.perplexity.ai/articles/how-ai-agents-reshape-knowledge-work
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yoheinakajima pushed regimes-probe
View on GitHub"Starting today, OpenEnv will be coordinated by a committee that so far includes Meta-PyTorch, Reflection, Unsloth, Modal, Prime Intellect, Nvidia, Mercor, Fleet AI, and Hugging Face." Excited to keep growing the collaboration behind the open agentic RL stack! Read more at https://huggingface.co/blog/openenv-agentic-rl
So excited to be opening up OpenEnv to the whole community. It will now be owned by @huggingface , Meta-PyTorch, @reflection_ai , @UnslothAI , @modal, @PrimeIntellect , @NVIDIAAI , @mercor_ai , and @fleet_ai . the reason is: frontier labs train the model and the harness
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