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 (2693B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "24363101",
      5       "title": "Java Cryptography Uses in the Wild",
      6       "points": 43,
      7       "comments": 7,
      8       "url": "https://news.ycombinator.com/item?id=24363101",
      9       "created_at": "2020-09-03T11:57:33Z"
     10     },
     11     {
     12       "hn_id": "37575139",
     13       "title": "Contrastive decoding improves reasoning in large language models",
     14       "points": 21,
     15       "comments": 1,
     16       "url": "https://news.ycombinator.com/item?id=37575139",
     17       "created_at": "2023-09-19T19:30:20Z"
     18     },
     19     {
     20       "hn_id": "44378499",
     21       "title": "Give Me FP32 or Give Me Death?",
     22       "points": 3,
     23       "comments": 2,
     24       "url": "https://news.ycombinator.com/item?id=44378499",
     25       "created_at": "2025-06-25T15:34:21Z"
     26     },
     27     {
     28       "hn_id": "43585473",
     29       "title": "Scaling Language-Free Visual Representation Learning",
     30       "points": 3,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=43585473",
     33       "created_at": "2025-04-04T17:31:44Z"
     34     },
     35     {
     36       "hn_id": "45226714",
     37       "title": "Are ArXiv submissions on Wednesday better cited?",
     38       "points": 2,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=45226714",
     41       "created_at": "2025-09-12T21:00:07Z"
     42     },
     43     {
     44       "hn_id": "45867965",
     45       "title": "FPI-Det: A Face–Phone Interaction Dataset for Phone-Use Detection",
     46       "points": 1,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=45867965",
     49       "created_at": "2025-11-09T18:43:52Z"
     50     },
     51     {
     52       "hn_id": "44440628",
     53       "title": "A Comprehensive Review of Human Error in Risk-Informed Decision Making",
     54       "points": 1,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=44440628",
     57       "created_at": "2025-07-02T05:58:05Z"
     58     },
     59     {
     60       "hn_id": "43873925",
     61       "title": "AI-LieDar: Examine the Trade-Off Between Utility and Truthfulness in LLM Agents",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=43873925",
     65       "created_at": "2025-05-02T19:45:09Z"
     66     },
     67     {
     68       "hn_id": "24599271",
     69       "title": "On the Threat of NPM Vulnerable Dependencies in Node.js Applications",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=24599271",
     73       "created_at": "2020-09-26T14:52:43Z"
     74     },
     75     {
     76       "hn_id": "10419236",
     77       "title": "Representation Benefits of Deep Feedforward Networks",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=10419236",
     81       "created_at": "2015-10-20T14:14:07Z"
     82     }
     83   ],
     84   "top_points": 43,
     85   "total_points": 77,
     86   "total_comments": 10
     87 }

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