ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
git clone https://git.shiptheloop.com/ai-research-survey.git
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hn.json (2663B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "38849008",
      5       "title": "Differential Information Theory",
      6       "points": 13,
      7       "comments": 1,
      8       "url": "https://news.ycombinator.com/item?id=38849008",
      9       "created_at": "2024-01-03T00:10:50Z"
     10     },
     11     {
     12       "hn_id": "34101211",
     13       "title": "Will we run out of data?",
     14       "points": 3,
     15       "comments": 0,
     16       "url": "https://news.ycombinator.com/item?id=34101211",
     17       "created_at": "2022-12-23T01:17:13Z"
     18     },
     19     {
     20       "hn_id": "45499558",
     21       "title": "CMOS 2.0 – Redefining the Future of Scaling",
     22       "points": 2,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=45499558",
     25       "created_at": "2025-10-07T05:07:40Z"
     26     },
     27     {
     28       "hn_id": "36985212",
     29       "title": "Will we run out of data to train LLMs?",
     30       "points": 2,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=36985212",
     33       "created_at": "2023-08-03T12:53:23Z"
     34     },
     35     {
     36       "hn_id": "42050766",
     37       "title": "Accuracy-Performance Trade-Offs in LLM Quantization",
     38       "points": 1,
     39       "comments": 1,
     40       "url": "https://news.ycombinator.com/item?id=42050766",
     41       "created_at": "2024-11-05T11:48:05Z"
     42     },
     43     {
     44       "hn_id": "40610622",
     45       "title": "Will we run out of data? Limits of LLM scaling based on human-generated data",
     46       "points": 1,
     47       "comments": 1,
     48       "url": "https://news.ycombinator.com/item?id=40610622",
     49       "created_at": "2024-06-07T17:08:29Z"
     50     },
     51     {
     52       "hn_id": "42152777",
     53       "title": "GazeGen: Gaze-Driven User Interaction for Visual Content Generation",
     54       "points": 1,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=42152777",
     57       "created_at": "2024-11-16T00:00:35Z"
     58     },
     59     {
     60       "hn_id": "34258170",
     61       "title": "Will we run out of data? An analysis of the limits of scaling datasets in ML",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=34258170",
     65       "created_at": "2023-01-05T10:48:59Z"
     66     },
     67     {
     68       "hn_id": "34089367",
     69       "title": "An analysis of the limits of scaling datasets in Machine Learning",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=34089367",
     73       "created_at": "2022-12-22T03:22:37Z"
     74     },
     75     {
     76       "hn_id": "33784524",
     77       "title": "We might run out of language data to train ML models soon [pdf]",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=33784524",
     81       "created_at": "2022-11-29T07:03:52Z"
     82     }
     83   ],
     84   "top_points": 13,
     85   "total_points": 26,
     86   "total_comments": 3
     87 }

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