ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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hn.json (2414B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "44884091",
      5       "title": "A Comprehensive Survey of Self-Evolving AI Agents [pdf]",
      6       "points": 94,
      7       "comments": 29,
      8       "url": "https://news.ycombinator.com/item?id=44884091",
      9       "created_at": "2025-08-13T02:26:32Z"
     10     },
     11     {
     12       "hn_id": "43736366",
     13       "title": "Inferring the Phylogeny of Large Language Models",
     14       "points": 69,
     15       "comments": 6,
     16       "url": "https://news.ycombinator.com/item?id=43736366",
     17       "created_at": "2025-04-19T13:47:15Z"
     18     },
     19     {
     20       "hn_id": "26794843",
     21       "title": "Certifying Multimedia News Content for Fake News Defense",
     22       "points": 12,
     23       "comments": 3,
     24       "url": "https://news.ycombinator.com/item?id=26794843",
     25       "created_at": "2021-04-13T16:28:40Z"
     26     },
     27     {
     28       "hn_id": "43989432",
     29       "title": "OnPrem.LLM: A Privacy-Conscious Document Intelligence Toolkit",
     30       "points": 5,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=43989432",
     33       "created_at": "2025-05-14T21:30:02Z"
     34     },
     35     {
     36       "hn_id": "40043146",
     37       "title": "Why do small language models underperform?",
     38       "points": 4,
     39       "comments": 1,
     40       "url": "https://news.ycombinator.com/item?id=40043146",
     41       "created_at": "2024-04-15T17:10:46Z"
     42     },
     43     {
     44       "hn_id": "35626433",
     45       "title": "Learning to Compress Prompts with Gist Tokens",
     46       "points": 2,
     47       "comments": 1,
     48       "url": "https://news.ycombinator.com/item?id=35626433",
     49       "created_at": "2023-04-19T10:22:30Z"
     50     },
     51     {
     52       "hn_id": "35721355",
     53       "title": "Compressing Large Language Model Prompts via Gist Tokens",
     54       "points": 1,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=35721355",
     57       "created_at": "2023-04-26T23:30:32Z"
     58     },
     59     {
     60       "hn_id": "35641820",
     61       "title": "Learning to Compress Prompts with Gist Tokens",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=35641820",
     65       "created_at": "2023-04-20T15:43:27Z"
     66     },
     67     {
     68       "hn_id": "9413569",
     69       "title": "Efficient Approximation Algorithms for the Largest Weight Data Retrieval Problem",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=9413569",
     73       "created_at": "2015-04-21T12:35:14Z"
     74     }
     75   ],
     76   "top_points": 94,
     77   "total_points": 189,
     78   "total_comments": 40
     79 }

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