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 (2641B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "40077023",
      5       "title": "Chinchilla Scaling: A replication attempt",
      6       "points": 124,
      7       "comments": 68,
      8       "url": "https://news.ycombinator.com/item?id=40077023",
      9       "created_at": "2024-04-18T15:05:59Z"
     10     },
     11     {
     12       "hn_id": "39410669",
     13       "title": "Chain-of-Thought Reasoning Without Prompting",
     14       "points": 94,
     15       "comments": 25,
     16       "url": "https://news.ycombinator.com/item?id=39410669",
     17       "created_at": "2024-02-17T16:06:40Z"
     18     },
     19     {
     20       "hn_id": "40062892",
     21       "title": "The Ballmer Peak: An Empirical Search",
     22       "points": 88,
     23       "comments": 24,
     24       "url": "https://news.ycombinator.com/item?id=40062892",
     25       "created_at": "2024-04-17T11:02:32Z"
     26     },
     27     {
     28       "hn_id": "40064345",
     29       "title": "Chinchilla Scaling: A Replication Attempt",
     30       "points": 6,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=40064345",
     33       "created_at": "2024-04-17T13:32:42Z"
     34     },
     35     {
     36       "hn_id": "45992137",
     37       "title": "Token embeddings violate the manifold hypothesis",
     38       "points": 4,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=45992137",
     41       "created_at": "2025-11-20T13:03:04Z"
     42     },
     43     {
     44       "hn_id": "40071026",
     45       "title": "Chinchilla Scaling: A Replication Attempt",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=40071026",
     49       "created_at": "2024-04-17T23:05:32Z"
     50     },
     51     {
     52       "hn_id": "41633241",
     53       "title": "Cot Decoding – Eliciting Reasoning from LLMs",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=41633241",
     57       "created_at": "2024-09-24T05:06:37Z"
     58     },
     59     {
     60       "hn_id": "41298519",
     61       "title": "Unlocking the Power of LSTM for Long Term Time Series Forecasting",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=41298519",
     65       "created_at": "2024-08-20T10:03:02Z"
     66     },
     67     {
     68       "hn_id": "40419691",
     69       "title": "A Mess of Memory System Benchmarking, Simulation and Application Profiling",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=40419691",
     73       "created_at": "2024-05-20T20:08:04Z"
     74     },
     75     {
     76       "hn_id": "41564189",
     77       "title": "Trustworthiness in Retrieval-Augmented Generation Systems: A Survey",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=41564189",
     81       "created_at": "2024-09-17T04:43:06Z"
     82     }
     83   ],
     84   "top_points": 124,
     85   "total_points": 325,
     86   "total_comments": 118
     87 }

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