[{"data":1,"prerenderedAt":180},["ShallowReactive",2],{"project-40653990":3},{"id":4,"name":5,"line":6,"line_source":7,"title":8,"url":9,"domain":5,"maker":10,"posted_at":11,"year":12,"points":13,"comments":14,"rank_in_year":15,"shown_in_year":16,"top":17,"tier":18,"category":19,"subcategory":20,"format":21,"keywords":22,"reception":27,"sentiment":28,"stance_mix":29,"scored_comments":33,"aspects":34,"strip":37,"post_text":39,"what":40,"said":65,"maker_in_thread":105,"shape":111,"grid":116,"attempts":142,"same_week":143,"maker_shows":33,"maker_hidden":173,"reader_version":174,"card":175},"40653990","stack-ai.com","AI Agent System to Analyze ArXiv AI Papers","title","Show HN: AI Agent System to Analyze ArXiv AI Papers","https:\u002F\u002Fwww.stack-ai.com\u002Fform\u002F83883819-33d3-443c-88db-18106c9226da\u002Fba81c6e6-b8af-4a97-b37a-174502daf8c4\u002F6661deb730cbde865feba7f7","sabrina_ramonov",1718160824,2024,21,10,1862,3515,53,"shown","ai","research paper analysis agents","web_app",[23,24,25,26],"arxiv","ai research papers","multi-agent system","paper summarization","quiet",null,{"positive":30,"neutral":31,"mixed":31,"critical":32},1,0,2,3,{"idea":35,"execution":36},{"positive":31,"critical":30},{"positive":31,"critical":30},[30,31,30,31,31,31,31,31,31,38],5,"Building a multi-agent system to analyze new AI research papers from 3 distinct perspectives:\n\n- Deep learning researcher agent: extract interesting deep learning methods that are related to paper\n\n- Theoretical mathematician agent: figure out theoretical mathematical concepts that are important in this paper and additional theoretical references that will be useful in understanding it\n\n- Skeptic agent: find unjustified assumptions that lack supporting evidence\n\nFor this mvp, I used low-code agent platform StackAI (YC W23) and wrote about my process: https:\u002F\u002Fwww.sabrina.dev\u002Fp\u002Fbuilding-ai-agent",{"problem":41,"audience":50,"pricing":28,"motivation":54,"time_to_build":28,"stack":58,"openness":63,"stage":64,"team_size":63},{"value":42,"source":43,"evidence":44},"Too many AI papers are published daily to read them all; a glimpse of methods helps choose which to read","maker",[45,47],{"id":46},"post",{"id":48,"by":10,"text":49},"40658428","I'm not a researcher and this is not meant for researchers. I have a tech background and I like to keep up with the latest research. But there's A LOT of papers coming out daily.…",{"value":51,"source":43,"evidence":52},"People with a tech background who want to keep up with AI research",[53],{"id":48,"by":10,"text":49},{"value":55,"source":43,"evidence":56},"Keep up with the large volume of new AI papers",[57],{"id":48,"by":10,"text":49},[59],{"value":60,"source":43,"evidence":61},"StackAI low-code agent platform",[62],{"id":46},"unknown","prototype",{"praise":66,"objections":75,"requests":94,"questions":103,"alternatives":104},[67],{"value":68,"source":69,"evidence":70},"Positive reception of the idea","commenter",[71],{"id":72,"by":73,"text":74},"40654260","madikz","very good!",[76,83,87],{"value":77,"source":69,"evidence":78},"Reading the paper yourself is faster and builds skill; summaries add steps",[79],{"id":80,"by":81,"text":82},"40654322","szvsw","Edit: I should say that I think a much more applicable use-case for something like this is passing in N papers and asking for synthesis, or to eliminate N-1, select the most…",{"value":84,"source":69,"evidence":85},"Output is just a prompt DAG, not a real tool",[86],{"id":80,"by":81,"text":82},{"value":88,"source":69,"evidence":89},"Only the first output box renders in Firefox",[90],{"id":91,"by":92,"text":93},"40654315","sitkack","I am on FF and only the first \"Combined\" text box gets updated. The other agent outputs are not rendered.",[95,99],{"value":96,"source":69,"evidence":97},"Support multiple papers at once for synthesis or selection",[98],{"id":80,"by":81,"text":82},{"value":100,"source":43,"evidence":101},"Support cycles in the agent graph",[102],{"id":48,"by":10,"text":49},[],[],{"comments":32,"answered":30,"key":106},[107,108],{"id":48,"text":49},{"id":109,"text":110},"40658364","oh no, I may have run out of credits on my free stackai plan",{"commenters":112,"max_depth":113,"maker_replies":32,"first_comment_mins":114,"lifespan_hours":115},8,4,34,17,[117,119,121,123,125,129,132,135,137,140],[80,31,30,118,81,31],"project\u002Fcritical\u002Fidea",[48,31,31,120,10,30],"maker\u002Fneutral\u002Fidea",[91,30,30,122,92,31],"project\u002Fcritical\u002Fexecution",[109,30,31,124,10,30],"project\u002Fneutral\u002Fnone",[126,32,31,127,128,31],"40654158","other\u002Fneutral\u002Fnone","__w1kke___",[130,32,31,127,131,31],"40654200","p1esk",[133,32,31,127,134,31],"40654238","EternalFury",[136,32,31,127,131,31],"40654347",[138,32,31,127,139,31],"40661975","meiraleal",[72,33,38,141,73,31],"project\u002Fpositive\u002Fnone",[],[144,149,154,159,164,169],{"id":145,"name":146,"points":147,"category":148},"40632773","at.hn",459,"consumer_social",{"id":150,"name":151,"points":152,"category":153},"40646741","Revideo",298,"dev_tools",{"id":155,"name":156,"points":157,"category":158},"40635397","Probabilistic Tic-Tac-Toe",293,"games",{"id":160,"name":161,"points":162,"category":163},"40645743","Unforget",274,"productivity",{"id":165,"name":166,"points":167,"category":168},"40607889","sol-mate-eink",229,"hardware",{"id":170,"name":171,"points":172,"category":153},"40632533","mpa-archive",223,false,"v2",{"id":176,"name":5,"line":6,"ai":173,"cat":19,"year":12,"points":13,"comments":14,"rec":27,"s":28,"top":17,"kw":177,"maker":10,"domain":5,"tier":18,"attempts":31,"strip":178,"url":9,"mix":179,"praise":68,"objection":77,"sub":20},40653990,[23,24,25,26],"1010000005",[30,31,31,32],1794036656247]