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 (2759B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "39109304",
      5       "title": "Spotting LLMs with Binoculars: Zero-Shot Detection of Machine-Generated Text",
      6       "points": 161,
      7       "comments": 99,
      8       "url": "https://news.ycombinator.com/item?id=39109304",
      9       "created_at": "2024-01-23T20:29:35Z"
     10     },
     11     {
     12       "hn_id": "39761265",
     13       "title": "MindEye2: Shared-Subject Models Enable fMRI-to-Image with 1 Hour of Data",
     14       "points": 77,
     15       "comments": 30,
     16       "url": "https://news.ycombinator.com/item?id=39761265",
     17       "created_at": "2024-03-19T23:09:01Z"
     18     },
     19     {
     20       "hn_id": "39869603",
     21       "title": "TnT-LLM: Text Mining at Scale with Large Language Models",
     22       "points": 66,
     23       "comments": 7,
     24       "url": "https://news.ycombinator.com/item?id=39869603",
     25       "created_at": "2024-03-29T22:18:45Z"
     26     },
     27     {
     28       "hn_id": "41204287",
     29       "title": "Apple Intelligence Foundation Language Models",
     30       "points": 56,
     31       "comments": 23,
     32       "url": "https://news.ycombinator.com/item?id=41204287",
     33       "created_at": "2024-08-09T18:38:35Z"
     34     },
     35     {
     36       "hn_id": "40490632",
     37       "title": "Berkeley researchers discover a suspiciously military-relevant Chinese dataset",
     38       "points": 12,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=40490632",
     41       "created_at": "2024-05-27T13:42:31Z"
     42     },
     43     {
     44       "hn_id": "45404675",
     45       "title": "Fine-Tune Black Box Embedding Models",
     46       "points": 10,
     47       "comments": 1,
     48       "url": "https://news.ycombinator.com/item?id=45404675",
     49       "created_at": "2025-09-28T14:42:14Z"
     50     },
     51     {
     52       "hn_id": "40603853",
     53       "title": "Analyzing Chinese Naval Targeting Models in the Open Source",
     54       "points": 9,
     55       "comments": 1,
     56       "url": "https://news.ycombinator.com/item?id=40603853",
     57       "created_at": "2024-06-06T23:56:59Z"
     58     },
     59     {
     60       "hn_id": "40776255",
     61       "title": "Basilisk: An End-to-End Open-Source Linux-Capable RISC-V SoC in 130nm CMOS",
     62       "points": 4,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=40776255",
     65       "created_at": "2024-06-24T14:10:04Z"
     66     },
     67     {
     68       "hn_id": "43250672",
     69       "title": "Optimal Control of Malware Propagation in IoT Networks",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=43250672",
     73       "created_at": "2025-03-04T05:25:30Z"
     74     },
     75     {
     76       "hn_id": "35256623",
     77       "title": "VAD: Vectorized Scene Representation for Efficient Autonomous Driving",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=35256623",
     81       "created_at": "2023-03-22T03:55:32Z"
     82     }
     83   ],
     84   "top_points": 161,
     85   "total_points": 397,
     86   "total_comments": 161
     87 }

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