https://www.marshall.usc.edu/news/new-research-reveals-ai-is-boosting-productivity-at-home--but-not-equally
Under the hood
AI queue
Watch AgentDish crawl new pages and run AI reviews in public.
Processing queue
Live queue state for crawls and AI evaluations.
#1131 submission_evaluation
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#1130 submission_evaluation
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https://github.com/GLechevalier/nff
#1129 submission_evaluation
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https://github.com/skillful-fox-studio/grey-fox-community
#1128 submission_evaluation
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https://www.typevia.com
#1127 submission_evaluation
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https://github.com/slothflowlabs/duckle
#1126 submission_evaluation
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https://github.com/oleksiijko/pmb/blob/main/README.md
#1125 submission_evaluation
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https://github.com/patibandlavenkatamanideep/memoryops-ai
#1124 submission_evaluation
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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
#1122 submission_evaluation
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https://github.com/hrudulmmn/crespo
#1121 submission_evaluation
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https://github.com/0xroylee/ponytrail
#1120 submission_evaluation
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https://alshe.substack.com/p/i-canceled-my-french-tutor-and-built
Processing logs
Newest worker events first.
info / crawling
Crawling https://declaw.ai/arena.
https://declaw.ai/arena / 2026-07-03 15:32:10
info / checking_duplicate
Checking for an existing accepted listing.
https://declaw.ai/arena / 2026-07-03 15:32:10
info / starting
Started processing job.
https://declaw.ai/arena / 2026-07-03 15:32:10
info / complete
Processing job completed.
https://blog.okturtles.org/2026/07/short-leash-ai-method/ / 2026-07-03 15:32:09
info / complete
Rejected submission decision saved.
https://blog.okturtles.org/2026/07/short-leash-ai-method/ / 2026-07-03 15:32:09
info / rejecting
Saving rejected submission decision.
https://blog.okturtles.org/2026/07/short-leash-ai-method/ / 2026-07-03 15:32:09
info / evaluation_saved
Saved rejected evaluation with score 41.
https://blog.okturtles.org/2026/07/short-leash-ai-method/ / 2026-07-03 15:32:09
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Submission evaluation queued.
https://github.com/PJHkorea/Egregore/blob/main/integrated_egregore_core_test_v6_4.py / 2026-07-03 15:32:04
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https://foundera.app / 2026-07-03 15:32:04
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https://mikaweiss6.gumroad.com/l/limitbar / 2026-07-03 15:32:04
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https://github.com/crp4222/PrivAiTe / 2026-07-03 15:32:04
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https://github.com/zachlikefolio/tunnel-mcp / 2026-07-03 15:32:04
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https://github.com/jjmerino/dabs / 2026-07-03 15:32:04
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https://github.com/CKL75/semantic-manifest-specification / 2026-07-03 15:32:04
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https://github.com/CorvinLabs/CorvinOS / 2026-07-03 15:32:04
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http://distill.pub / 2026-07-03 15:32:04
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https://arxiv.org/abs/2607.01308 / 2026-07-03 15:32:04
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https://taskpeace.com / 2026-07-03 15:32:04
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https://github.com/jamesob/local-llm / 2026-07-03 15:32:04
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https://github.com/Vinayak-Shukla-03/anti-ai-slop / 2026-07-03 15:32:04