ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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hn.json (2717B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "40515957",
      5       "title": "New attention mechanisms that outperform standard multi-head attention",
      6       "points": 233,
      7       "comments": 49,
      8       "url": "https://news.ycombinator.com/item?id=40515957",
      9       "created_at": "2024-05-29T19:33:12Z"
     10     },
     11     {
     12       "hn_id": "40624563",
     13       "title": "Teams of LLM Agents Can Exploit Zero-Day Vulnerabilities",
     14       "points": 105,
     15       "comments": 75,
     16       "url": "https://news.ycombinator.com/item?id=40624563",
     17       "created_at": "2024-06-09T14:15:06Z"
     18     },
     19     {
     20       "hn_id": "41061085",
     21       "title": "Avoiding Model Collapse via Accumulating Real and Synthetic Data",
     22       "points": 5,
     23       "comments": 1,
     24       "url": "https://news.ycombinator.com/item?id=41061085",
     25       "created_at": "2024-07-24T19:42:56Z"
     26     },
     27     {
     28       "hn_id": "40235449",
     29       "title": "Is Model Collapse Inevitable?",
     30       "points": 5,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=40235449",
     33       "created_at": "2024-05-02T12:36:02Z"
     34     },
     35     {
     36       "hn_id": "40034053",
     37       "title": "You Need to Pay Better Attention",
     38       "points": 5,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=40034053",
     41       "created_at": "2024-04-14T20:13:13Z"
     42     },
     43     {
     44       "hn_id": "44494491",
     45       "title": "AsyncFlow: An Asynchronous Streaming RL Framework for LLM Post-Training",
     46       "points": 4,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=44494491",
     49       "created_at": "2025-07-07T20:42:12Z"
     50     },
     51     {
     52       "hn_id": "41213942",
     53       "title": "Qubernetes: Unified Cloud-Native Platform for Hybrid Classic-Quantum Computing",
     54       "points": 3,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=41213942",
     57       "created_at": "2024-08-11T04:15:49Z"
     58     },
     59     {
     60       "hn_id": "39972589",
     61       "title": "Is Model Collapse Inevitable? Breaking the Curse with Real and Synthetic Data",
     62       "points": 3,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=39972589",
     65       "created_at": "2024-04-08T18:47:58Z"
     66     },
     67     {
     68       "hn_id": "40653476",
     69       "title": "An LLM-Based Recommender System Environment",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=40653476",
     73       "created_at": "2024-06-12T01:15:51Z"
     74     },
     75     {
     76       "hn_id": "40552810",
     77       "title": "Is Model Collapse Inevitable? Breaking the Curse of Recursion",
     78       "points": 2,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=40552810",
     81       "created_at": "2024-06-02T09:48:29Z"
     82     }
     83   ],
     84   "top_points": 233,
     85   "total_points": 367,
     86   "total_comments": 126
     87 }

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