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 (2702B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "35445312",
      5       "title": "Show HN: Want something better than k-means? Try BanditPAM",
      6       "points": 281,
      7       "comments": 41,
      8       "url": "https://news.ycombinator.com/item?id=35445312",
      9       "created_at": "2023-04-04T20:16:33Z"
     10     },
     11     {
     12       "hn_id": "35833868",
     13       "title": "LORA: Low-Rank Adaptation of Large Language Models",
     14       "points": 42,
     15       "comments": 3,
     16       "url": "https://news.ycombinator.com/item?id=35833868",
     17       "created_at": "2023-05-05T19:10:58Z"
     18     },
     19     {
     20       "hn_id": "37531815",
     21       "title": "Mesa-optimization algorithms in Transformers[pdf]",
     22       "points": 23,
     23       "comments": 5,
     24       "url": "https://news.ycombinator.com/item?id=37531815",
     25       "created_at": "2023-09-16T03:35:25Z"
     26     },
     27     {
     28       "hn_id": "37555617",
     29       "title": "Efficiently Correcting Reasoning Failures in Large Language Models",
     30       "points": 5,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=37555617",
     33       "created_at": "2023-09-18T13:10:22Z"
     34     },
     35     {
     36       "hn_id": "41136426",
     37       "title": "Show HN: I built Choosy Chat to get the best answer between GPT, Claude, Gemini",
     38       "points": 4,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=41136426",
     41       "created_at": "2024-08-02T05:52:12Z"
     42     },
     43     {
     44       "hn_id": "38720557",
     45       "title": "ReLoRA: High-Rank Training Through Low-Rank Updates",
     46       "points": 3,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=38720557",
     49       "created_at": "2023-12-21T14:09:38Z"
     50     },
     51     {
     52       "hn_id": "29337457",
     53       "title": "BanditPAM, an improved alternative to k-means",
     54       "points": 3,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=29337457",
     57       "created_at": "2021-11-25T01:55:55Z"
     58     },
     59     {
     60       "hn_id": "38561676",
     61       "title": "AQuaSurF: Discover better activation functions for your ML task",
     62       "points": 2,
     63       "comments": 1,
     64       "url": "https://news.ycombinator.com/item?id=38561676",
     65       "created_at": "2023-12-07T20:53:04Z"
     66     },
     67     {
     68       "hn_id": "40207489",
     69       "title": "Large Language Model for Science: A Study on P vs. NP",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=40207489",
     73       "created_at": "2024-04-30T05:20:16Z"
     74     },
     75     {
     76       "hn_id": "39934427",
     77       "title": "Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=39934427",
     81       "created_at": "2024-04-04T18:56:42Z"
     82     }
     83   ],
     84   "top_points": 281,
     85   "total_points": 366,
     86   "total_comments": 50
     87 }

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