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https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/securing-the-future-of-ai-agents/gdm-ai-control-roadmap.pdf
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#1131 submission_evaluation
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https://www.marshall.usc.edu/news/new-research-reveals-ai-is-boosting-productivity-at-home--but-not-equally
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https://github.com/GLechevalier/nff
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https://github.com/skillful-fox-studio/grey-fox-community
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https://github.com/slothflowlabs/duckle
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https://github.com/oleksiijko/pmb/blob/main/README.md
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https://github.com/patibandlavenkatamanideep/memoryops-ai
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https://air.dev/?source=google&medium=cpc&campaign=amer_en_us_air_wave1_mar_google_search&term=multi%20agent%20orchestration%20for%20coding&content=799074729754
#1123 submission_evaluation
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https://github.com/harihkk/Debug-Brief
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https://github.com/hrudulmmn/crespo
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https://github.com/0xroylee/ponytrail
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