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 (2513B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "42798811",
      5       "title": "Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search",
      6       "points": 151,
      7       "comments": 6,
      8       "url": "https://news.ycombinator.com/item?id=42798811",
      9       "created_at": "2025-01-22T23:46:09Z"
     10     },
     11     {
     12       "hn_id": "40504161",
     13       "title": "Specular Polynomials",
     14       "points": 17,
     15       "comments": 0,
     16       "url": "https://news.ycombinator.com/item?id=40504161",
     17       "created_at": "2024-05-28T18:54:33Z"
     18     },
     19     {
     20       "hn_id": "44638392",
     21       "title": "Vera C. Rubin Observatory Observations of Interstellar Comet 3I/Atlas",
     22       "points": 4,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=44638392",
     25       "created_at": "2025-07-21T18:07:14Z"
     26     },
     27     {
     28       "hn_id": "46458146",
     29       "title": "Cognitive Diagnosis Framework for Evaluating Financial Large Language Models",
     30       "points": 3,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=46458146",
     33       "created_at": "2026-01-01T21:23:43Z"
     34     },
     35     {
     36       "hn_id": "44714721",
     37       "title": "NSF-DOE Vera C. Rubin Observatory Observations of Interstellar Comet 3I/Atlas",
     38       "points": 2,
     39       "comments": 1,
     40       "url": "https://news.ycombinator.com/item?id=44714721",
     41       "created_at": "2025-07-28T19:43:51Z"
     42     },
     43     {
     44       "hn_id": "44796040",
     45       "title": "From Large to Super-Tiny: End-to-End Optimization for Cost-Efficient LLMs",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=44796040",
     49       "created_at": "2025-08-05T09:39:59Z"
     50     },
     51     {
     52       "hn_id": "30579179",
     53       "title": "A Flawed Dataset for Symbolic Equation Verification",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=30579179",
     57       "created_at": "2022-03-06T17:29:28Z"
     58     },
     59     {
     60       "hn_id": "24885104",
     61       "title": "Towards a Catalogue of Software Quality Metrics for Infrastructure Code",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=24885104",
     65       "created_at": "2020-10-25T09:59:01Z"
     66     },
     67     {
     68       "hn_id": "45023706",
     69       "title": "AlphaX: An AI-Based Value Investing Strategy for the Brazilian Stock Market",
     70       "points": 1,
     71       "comments": 1,
     72       "url": "https://news.ycombinator.com/item?id=45023706",
     73       "created_at": "2025-08-26T08:13:47Z"
     74     }
     75   ],
     76   "top_points": 151,
     77   "total_points": 184,
     78   "total_comments": 8
     79 }

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