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 (2802B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "34730365",
      5       "title": "Theory of Mind May Have Spontaneously Emerged in Large Language Models",
      6       "points": 170,
      7       "comments": 309,
      8       "url": "https://news.ycombinator.com/item?id=34730365",
      9       "created_at": "2023-02-09T19:57:05Z"
     10     },
     11     {
     12       "hn_id": "4427274",
     13       "title": "Reasoning Training Alters Structural Connectivity in Brain",
     14       "points": 36,
     15       "comments": 5,
     16       "url": "https://news.ycombinator.com/item?id=4427274",
     17       "created_at": "2012-08-24T12:36:03Z"
     18     },
     19     {
     20       "hn_id": "38533289",
     21       "title": "Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly",
     22       "points": 2,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=38533289",
     25       "created_at": "2023-12-05T16:44:59Z"
     26     },
     27     {
     28       "hn_id": "38514646",
     29       "title": "Acoustic Cybersecurity: Exploiting Voice-Activated Systems",
     30       "points": 2,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=38514646",
     33       "created_at": "2023-12-04T07:41:04Z"
     34     },
     35     {
     36       "hn_id": "37929705",
     37       "title": "L2MAC: Large Language Model Automatic Computer for Unbounded Code Generation",
     38       "points": 2,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=37929705",
     41       "created_at": "2023-10-18T15:02:49Z"
     42     },
     43     {
     44       "hn_id": "46355266",
     45       "title": "Pharmacophore-based design by learning on voxel grids",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=46355266",
     49       "created_at": "2025-12-22T16:08:48Z"
     50     },
     51     {
     52       "hn_id": "43531613",
     53       "title": "Relax: Composable Abstractions for End-to-End Dynamic Machine Learning",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=43531613",
     57       "created_at": "2025-03-31T06:02:24Z"
     58     },
     59     {
     60       "hn_id": "40612538",
     61       "title": "Benchmarking the Energy Costs of Large Language Model Inference (2023)",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=40612538",
     65       "created_at": "2024-06-07T20:17:48Z"
     66     },
     67     {
     68       "hn_id": "38255724",
     69       "title": "Relax: Composable Abstractions for End-to-End Dynamic Machine Learning",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=38255724",
     73       "created_at": "2023-11-13T21:36:56Z"
     74     },
     75     {
     76       "hn_id": "38698557",
     77       "title": "Augmenting LLM with Human-Like Memory for Mobile Task Automation",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=38698557",
     81       "created_at": "2023-12-19T17:29:15Z"
     82     }
     83   ],
     84   "top_points": 170,
     85   "total_points": 221,
     86   "total_comments": 314
     87 }

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