ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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hn.json (2617B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "38283398",
      5       "title": "API-Driven Program Synthesis for Testing Static Typing Implementations",
      6       "points": 35,
      7       "comments": 1,
      8       "url": "https://news.ycombinator.com/item?id=38283398",
      9       "created_at": "2023-11-15T22:19:08Z"
     10     },
     11     {
     12       "hn_id": "42158451",
     13       "title": "Convolutional Differentiable Logic Gate Networks",
     14       "points": 26,
     15       "comments": 4,
     16       "url": "https://news.ycombinator.com/item?id=42158451",
     17       "created_at": "2024-11-16T19:10:54Z"
     18     },
     19     {
     20       "hn_id": "39967245",
     21       "title": "Formal Aspects of Language Modeling",
     22       "points": 4,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=39967245",
     25       "created_at": "2024-04-08T07:47:56Z"
     26     },
     27     {
     28       "hn_id": "42115169",
     29       "title": "Convolutional Differentiable Logic Gate Networks",
     30       "points": 3,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=42115169",
     33       "created_at": "2024-11-12T13:04:29Z"
     34     },
     35     {
     36       "hn_id": "34101211",
     37       "title": "Will we run out of data?",
     38       "points": 3,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=34101211",
     41       "created_at": "2022-12-23T01:17:13Z"
     42     },
     43     {
     44       "hn_id": "25056202",
     45       "title": "Learning Autocompletion from Real-World Datasets",
     46       "points": 3,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=25056202",
     49       "created_at": "2020-11-11T07:17:33Z"
     50     },
     51     {
     52       "hn_id": "40939773",
     53       "title": "Formal Aspects of Language Modeling",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=40939773",
     57       "created_at": "2024-07-11T19:30:45Z"
     58     },
     59     {
     60       "hn_id": "42258010",
     61       "title": "Gradient Boosting Trees and LLMs for Tabular Data Few-Shot Learning",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=42258010",
     65       "created_at": "2024-11-27T17:46:47Z"
     66     },
     67     {
     68       "hn_id": "36985212",
     69       "title": "Will we run out of data to train LLMs?",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=36985212",
     73       "created_at": "2023-08-03T12:53:23Z"
     74     },
     75     {
     76       "hn_id": "40610622",
     77       "title": "Will we run out of data? Limits of LLM scaling based on human-generated data",
     78       "points": 1,
     79       "comments": 1,
     80       "url": "https://news.ycombinator.com/item?id=40610622",
     81       "created_at": "2024-06-07T17:08:29Z"
     82     }
     83   ],
     84   "top_points": 35,
     85   "total_points": 81,
     86   "total_comments": 6
     87 }

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