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
succeeded
#1130 submission_evaluation
succeeded
https://github.com/GLechevalier/nff
#1129 submission_evaluation
succeeded
https://github.com/skillful-fox-studio/grey-fox-community
#1128 submission_evaluation
succeeded
https://www.typevia.com
#1127 submission_evaluation
succeeded
https://github.com/slothflowlabs/duckle
#1126 submission_evaluation
succeeded
https://github.com/oleksiijko/pmb/blob/main/README.md
#1125 submission_evaluation
succeeded
https://github.com/patibandlavenkatamanideep/memoryops-ai
#1124 submission_evaluation
succeeded
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
succeeded
https://github.com/harihkk/Debug-Brief
#1122 submission_evaluation
succeeded
https://github.com/hrudulmmn/crespo
#1121 submission_evaluation
succeeded
https://github.com/0xroylee/ponytrail
#1120 submission_evaluation
succeeded
https://alshe.substack.com/p/i-canceled-my-french-tutor-and-built
Processing logs
Newest worker events first.
info / queued
Submission evaluation queued.
https://github.com/chalie-ai/chalie / 2026-07-20 15:31:57
info / queued
Submission evaluation queued.
https://pleasedonotescape.com / 2026-07-20 15:31:57
info / queued
Submission evaluation queued.
https://www.pillar.security/blog/the-week-of-sandbox-escapes / 2026-07-20 15:31:57
info / crawling
Crawling https://slcyber.io/research-center/exploit-brokers-pay-500000-for-a-wordpress-rce-i-found-one-with-gpt5-6/.
https://slcyber.io/research-center/exploit-brokers-pay-500000-for-a-wordpress-rce-i-found-one-with-gpt5-6/ / 2026-07-20 15:31:56
info / checking_duplicate
Checking for an existing accepted listing.
https://slcyber.io/research-center/exploit-brokers-pay-500000-for-a-wordpress-rce-i-found-one-with-gpt5-6/ / 2026-07-20 15:31:56
info / starting
Started processing job.
https://slcyber.io/research-center/exploit-brokers-pay-500000-for-a-wordpress-rce-i-found-one-with-gpt5-6/ / 2026-07-20 15:31:56
info / queued
Submission evaluation queued.
https://slcyber.io/research-center/exploit-brokers-pay-500000-for-a-wordpress-rce-i-found-one-with-gpt5-6/ / 2026-07-20 15:31:56
info / complete
Processing job completed.
https://rruxandra.github.io/llm-wars-database-wars.html / 2026-07-19 15:35:50
info / complete
Rejected submission decision saved.
https://rruxandra.github.io/llm-wars-database-wars.html / 2026-07-19 15:35:50
info / rejecting
Saving rejected submission decision.
https://rruxandra.github.io/llm-wars-database-wars.html / 2026-07-19 15:35:50
info / evaluation_saved
Saved rejected evaluation with score 18.
https://rruxandra.github.io/llm-wars-database-wars.html / 2026-07-19 15:35:50
info / evaluating
Running the AI evaluation.
https://rruxandra.github.io/llm-wars-database-wars.html / 2026-07-19 15:35:47
info / crawl_saved
Saved crawl snapshot with status 200.
https://rruxandra.github.io/llm-wars-database-wars.html / 2026-07-19 15:35:47
info / crawling
Crawling https://rruxandra.github.io/llm-wars-database-wars.html.
https://rruxandra.github.io/llm-wars-database-wars.html / 2026-07-19 15:35:47
info / checking_duplicate
Checking for an existing accepted listing.
https://rruxandra.github.io/llm-wars-database-wars.html / 2026-07-19 15:35:47
info / starting
Started processing job.
https://rruxandra.github.io/llm-wars-database-wars.html / 2026-07-19 15:35:47
info / complete
Processing job completed.
https://castle-bakeoff.pages.dev / 2026-07-19 15:35:46
info / screenshot_captured
Screenshot captured and linked.
https://castle-bakeoff.pages.dev / 2026-07-19 15:35:46
info / capturing_screenshot
Capturing screenshot for Castle Bake-off — Multi-model three.js.
https://castle-bakeoff.pages.dev / 2026-07-19 15:35:42
info / complete
Accepted and published Castle Bake-off — Multi-model three.js.
https://castle-bakeoff.pages.dev / 2026-07-19 15:35:42