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 (2722B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "45838564",
      5       "title": "LLMs encode how difficult problems are",
      6       "points": 174,
      7       "comments": 38,
      8       "url": "https://news.ycombinator.com/item?id=45838564",
      9       "created_at": "2025-11-06T18:29:03Z"
     10     },
     11     {
     12       "hn_id": "46370038",
     13       "title": "A Search for Radio Technosignatures from Interstellar Object 3I/Atlas",
     14       "points": 3,
     15       "comments": 1,
     16       "url": "https://news.ycombinator.com/item?id=46370038",
     17       "created_at": "2025-12-23T22:07:08Z"
     18     },
     19     {
     20       "hn_id": "46425525",
     21       "title": "Optimal Software Pipelining and Warp Specialization for Tensor Core GPUs",
     22       "points": 2,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=46425525",
     25       "created_at": "2025-12-29T20:54:07Z"
     26     },
     27     {
     28       "hn_id": "45751115",
     29       "title": "DeepSeek-OCR: Contexts Optical Compression",
     30       "points": 2,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=45751115",
     33       "created_at": "2025-10-29T18:33:29Z"
     34     },
     35     {
     36       "hn_id": "46069881",
     37       "title": "Conformal Prediction for Compositional Data",
     38       "points": 2,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=46069881",
     41       "created_at": "2025-11-27T15:03:53Z"
     42     },
     43     {
     44       "hn_id": "38152071",
     45       "title": "Reality3DSketch: Rapid 3D Modeling of Objects from Single Freehand Sketches",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=38152071",
     49       "created_at": "2023-11-05T15:41:49Z"
     50     },
     51     {
     52       "hn_id": "32056080",
     53       "title": "Data-Driven Offline Optimization for Architecting Hardware Accelerators",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=32056080",
     57       "created_at": "2022-07-11T13:48:52Z"
     58     },
     59     {
     60       "hn_id": "46021507",
     61       "title": "World-in-World: World Models in a Closed-Loop World",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=46021507",
     65       "created_at": "2025-11-23T07:25:35Z"
     66     },
     67     {
     68       "hn_id": "46369891",
     69       "title": "The size of 3I/ATLAS from non-gravitational acceleration",
     70       "points": 1,
     71       "comments": 1,
     72       "url": "https://news.ycombinator.com/item?id=46369891",
     73       "created_at": "2025-12-23T21:51:08Z"
     74     },
     75     {
     76       "hn_id": "38101172",
     77       "title": "Locomotion Through Step Placement with Straight Legs and Rolling Contacts",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=38101172",
     81       "created_at": "2023-11-01T16:57:11Z"
     82     }
     83   ],
     84   "top_points": 174,
     85   "total_points": 190,
     86   "total_comments": 40
     87 }

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