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 (2800B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "40160728",
      5       "title": "CatLIP: Clip Vision Accuracy with 2.7x Faster Pre-Training on Web-Scale Data",
      6       "points": 48,
      7       "comments": 4,
      8       "url": "https://news.ycombinator.com/item?id=40160728",
      9       "created_at": "2024-04-25T17:46:04Z"
     10     },
     11     {
     12       "hn_id": "43686458",
     13       "title": "NPB-Rust: NAS Parallel Benchmarks in Rust",
     14       "points": 6,
     15       "comments": 1,
     16       "url": "https://news.ycombinator.com/item?id=43686458",
     17       "created_at": "2025-04-14T21:21:43Z"
     18     },
     19     {
     20       "hn_id": "41517885",
     21       "title": "Towards Large Language Models as Copilots for Theorem Proving in Lean",
     22       "points": 3,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=41517885",
     25       "created_at": "2024-09-12T05:34:47Z"
     26     },
     27     {
     28       "hn_id": "40086186",
     29       "title": "Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing",
     30       "points": 3,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=40086186",
     33       "created_at": "2024-04-19T12:51:23Z"
     34     },
     35     {
     36       "hn_id": "43781749",
     37       "title": "A Comprehensive Benchmark for C-to-Safe-Rust Transpilation",
     38       "points": 2,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=43781749",
     41       "created_at": "2025-04-24T12:08:53Z"
     42     },
     43     {
     44       "hn_id": "44327775",
     45       "title": "Approximating Language Model Training Data from Weights",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=44327775",
     49       "created_at": "2025-06-20T13:56:11Z"
     50     },
     51     {
     52       "hn_id": "44086818",
     53       "title": "Gen2seg: Generative Models Enable Generalizable Instance Segmentation",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=44086818",
     57       "created_at": "2025-05-25T10:20:25Z"
     58     },
     59     {
     60       "hn_id": "40139677",
     61       "title": "Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=40139677",
     65       "created_at": "2024-04-24T02:10:20Z"
     66     },
     67     {
     68       "hn_id": "40116933",
     69       "title": "Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=40116933",
     73       "created_at": "2024-04-22T18:02:16Z"
     74     },
     75     {
     76       "hn_id": "45349444",
     77       "title": "Seeing Is Deceiving:Mirror-Based Lidar Spoofing for Autonomous Vehicle Deception",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=45349444",
     81       "created_at": "2025-09-23T16:39:48Z"
     82     }
     83   ],
     84   "top_points": 48,
     85   "total_points": 71,
     86   "total_comments": 5
     87 }

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