https://github.com/deepseek-ai/DeepSpec/blob/main/DSpark_paper.pdf
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.
#1246 submission_evaluation
succeeded
#1245 submission_evaluation
succeeded
https://carnewschina.com/2026/06/26/catl-launches-online-store-for-direct-sales-of-energy-storage-cells-to-small-and-medium-customers/
#1244 submission_evaluation
succeeded
https://github.com/infiniteregrets/kv-psi
#1243 submission_evaluation
succeeded
https://github.com/try-works/role-model
#1242 submission_evaluation
succeeded
https://github.com/HailToDodongo/pyrite64
#1241 submission_evaluation
succeeded
https://github.com/lbj96347/compete
#1240 submission_evaluation
succeeded
https://github.com/thefullnacho/hestia
#1239 submission_evaluation
succeeded
https://stefan.schueller.net/posts/making-a-label-printer-work-under-linux-using-agentic-ai/
#1238 submission_evaluation
succeeded
https://www.fencepreview.com
#1237 submission_evaluation
succeeded
https://github.com/kamaludu/bash4llm/
#1236 submission_evaluation
succeeded
https://github.com/CopilotKit/OpenTag
#1235 submission_evaluation
succeeded
https://github.com/spacepacket1/e3d-pod2vid
Processing logs
Newest worker events first.
info / complete
Processing job completed.
https://zlvox.com/blog/google-ai-overviews-2026-optimize-agentic-search / 2026-07-19 15:33:55
info / complete
Rejected submission decision saved.
https://zlvox.com/blog/google-ai-overviews-2026-optimize-agentic-search / 2026-07-19 15:33:55
info / rejecting
Saving rejected submission decision.
https://zlvox.com/blog/google-ai-overviews-2026-optimize-agentic-search / 2026-07-19 15:33:55
info / evaluation_saved
Saved rejected evaluation with score 20.
https://zlvox.com/blog/google-ai-overviews-2026-optimize-agentic-search / 2026-07-19 15:33:55
info / evaluating
Running the AI evaluation.
https://zlvox.com/blog/google-ai-overviews-2026-optimize-agentic-search / 2026-07-19 15:33:52
info / crawl_saved
Saved crawl snapshot with status 200.
https://zlvox.com/blog/google-ai-overviews-2026-optimize-agentic-search / 2026-07-19 15:33:52
info / crawling
Crawling https://zlvox.com/blog/google-ai-overviews-2026-optimize-agentic-search.
https://zlvox.com/blog/google-ai-overviews-2026-optimize-agentic-search / 2026-07-19 15:33:51
info / checking_duplicate
Checking for an existing accepted listing.
https://zlvox.com/blog/google-ai-overviews-2026-optimize-agentic-search / 2026-07-19 15:33:51
info / starting
Started processing job.
https://zlvox.com/blog/google-ai-overviews-2026-optimize-agentic-search / 2026-07-19 15:33:51
info / complete
Processing job completed.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:50
info / screenshot_captured
Screenshot captured and linked.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:50
info / capturing_screenshot
Capturing screenshot for Scalable Detection of Adversarial Synthetic Slop and Coordinated Media Abuse.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:46
info / complete
Accepted and published Scalable Detection of Adversarial Synthetic Slop and Coordinated Media Abuse.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:46
info / publishing
Publishing accepted listing.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:46
info / evaluation_saved
Saved accepted evaluation with score 72.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:46
info / evaluating
Running the AI evaluation.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:42
info / crawl_saved
Saved crawl snapshot with status 200.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:42
info / crawling
Crawling https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:42
info / checking_duplicate
Checking for an existing accepted listing.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:42
info / starting
Started processing job.
https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system/ / 2026-07-19 15:33:42