ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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hn.json (2734B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "33344587",
      5       "title": "The Debate over Understanding in AI's Large Language Models",
      6       "points": 3,
      7       "comments": 0,
      8       "url": "https://news.ycombinator.com/item?id=33344587",
      9       "created_at": "2022-10-26T14:53:03Z"
     10     },
     11     {
     12       "hn_id": "45609365",
     13       "title": "The Art of Scaling Reinforcement Learning Compute for LLMs",
     14       "points": 2,
     15       "comments": 0,
     16       "url": "https://news.ycombinator.com/item?id=45609365",
     17       "created_at": "2025-10-16T19:02:43Z"
     18     },
     19     {
     20       "hn_id": "46716546",
     21       "title": "Convolutional-neural-operator-based transfer learning for solving PDEs",
     22       "points": 2,
     23       "comments": 1,
     24       "url": "https://news.ycombinator.com/item?id=46716546",
     25       "created_at": "2026-01-22T08:19:26Z"
     26     },
     27     {
     28       "hn_id": "46553917",
     29       "title": "Library Liberation-Competitive Performance Through Compiler-Composed Nanokernels",
     30       "points": 2,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=46553917",
     33       "created_at": "2026-01-09T14:00:59Z"
     34     },
     35     {
     36       "hn_id": "46402799",
     37       "title": "Memelang: Token-efficient LLM query language",
     38       "points": 2,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=46402799",
     41       "created_at": "2025-12-27T16:15:05Z"
     42     },
     43     {
     44       "hn_id": "35291741",
     45       "title": "The Debate over Understanding in AI's Large Language Models[pdf]",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=35291741",
     49       "created_at": "2023-03-24T16:42:38Z"
     50     },
     51     {
     52       "hn_id": "45614212",
     53       "title": "The Art of Scaling Reinforcement Learning Compute for LLMs [Meta]",
     54       "points": 1,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=45614212",
     57       "created_at": "2025-10-17T07:44:54Z"
     58     },
     59     {
     60       "hn_id": "45607058",
     61       "title": "Scaling Laws for Reinforcement Learning",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=45607058",
     65       "created_at": "2025-10-16T16:01:16Z"
     66     },
     67     {
     68       "hn_id": "46421703",
     69       "title": "Memelang: \"Axial grammar\" makes ultra token efficient query strings",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=46421703",
     73       "created_at": "2025-12-29T15:35:58Z"
     74     },
     75     {
     76       "hn_id": "46414646",
     77       "title": "Memelang: Terse SQL uses \"axial grammar\" for LLM generation",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=46414646",
     81       "created_at": "2025-12-28T21:21:26Z"
     82     }
     83   ],
     84   "top_points": 3,
     85   "total_points": 17,
     86   "total_comments": 1
     87 }

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