ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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hn.json (2167B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "45939036",
      5       "title": "TiDAR: Think in Diffusion, Talk in Autoregression",
      6       "points": 130,
      7       "comments": 22,
      8       "url": "https://news.ycombinator.com/item?id=45939036",
      9       "created_at": "2025-11-15T17:32:35Z"
     10     },
     11     {
     12       "hn_id": "37989614",
     13       "title": "Embarrassingly Simple Text Watermarks",
     14       "points": 86,
     15       "comments": 50,
     16       "url": "https://news.ycombinator.com/item?id=37989614",
     17       "created_at": "2023-10-23T18:27:48Z"
     18     },
     19     {
     20       "hn_id": "45935410",
     21       "title": "Autoregressive or Diffusion Language Models, Why Choose?",
     22       "points": 5,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=45935410",
     25       "created_at": "2025-11-15T06:04:49Z"
     26     },
     27     {
     28       "hn_id": "34517931",
     29       "title": "The Risk-Taking Software Engineer: A Framed Portrait",
     30       "points": 4,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=34517931",
     33       "created_at": "2023-01-25T13:22:03Z"
     34     },
     35     {
     36       "hn_id": "38747811",
     37       "title": "Evaluating ChatGPT for Question Answering and Comparison with Existing Models",
     38       "points": 3,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=38747811",
     41       "created_at": "2023-12-23T20:21:42Z"
     42     },
     43     {
     44       "hn_id": "37996166",
     45       "title": "Image Cropping Under Design Constraints",
     46       "points": 3,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=37996166",
     49       "created_at": "2023-10-24T08:20:56Z"
     50     },
     51     {
     52       "hn_id": "38677019",
     53       "title": "Limits to the Energy Efficiency of CMOS Microprocessors",
     54       "points": 2,
     55       "comments": 1,
     56       "url": "https://news.ycombinator.com/item?id=38677019",
     57       "created_at": "2023-12-17T22:15:38Z"
     58     },
     59     {
     60       "hn_id": "46151267",
     61       "title": "Generative Graph Vocabularies for Robust Graph Foundation Models Fine-Tuning",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=46151267",
     65       "created_at": "2025-12-04T18:46:47Z"
     66     }
     67   ],
     68   "top_points": 130,
     69   "total_points": 234,
     70   "total_comments": 73
     71 }

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