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 (2735B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "32922951",
      5       "title": "Building a Replicable EMFI Setup for Desktop and Server Hardware",
      6       "points": 41,
      7       "comments": 12,
      8       "url": "https://news.ycombinator.com/item?id=32922951",
      9       "created_at": "2022-09-21T10:12:56Z"
     10     },
     11     {
     12       "hn_id": "43701195",
     13       "title": "Reasoning Models Can Be Effective Without Thinking",
     14       "points": 21,
     15       "comments": 2,
     16       "url": "https://news.ycombinator.com/item?id=43701195",
     17       "created_at": "2025-04-16T03:37:15Z"
     18     },
     19     {
     20       "hn_id": "44607842",
     21       "title": "BeePL: Correct-by-Compilation Kernel Extensions",
     22       "points": 4,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=44607842",
     25       "created_at": "2025-07-18T17:56:56Z"
     26     },
     27     {
     28       "hn_id": "44639814",
     29       "title": "Automated Hypothesis Validation with Agentic Sequential Falsifications",
     30       "points": 3,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=44639814",
     33       "created_at": "2025-07-21T20:02:28Z"
     34     },
     35     {
     36       "hn_id": "44428306",
     37       "title": "SKA-Low simulations for a cosmic dawn/epoch of reionisation deep field",
     38       "points": 3,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=44428306",
     41       "created_at": "2025-06-30T21:53:05Z"
     42     },
     43     {
     44       "hn_id": "37588180",
     45       "title": "Adapting Large Language Models via Reading Comprehension",
     46       "points": 2,
     47       "comments": 1,
     48       "url": "https://news.ycombinator.com/item?id=37588180",
     49       "created_at": "2023-09-20T18:41:44Z"
     50     },
     51     {
     52       "hn_id": "45038131",
     53       "title": "Speed Always Wins: A Survey on Efficient Architectures for LLMs",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=45038131",
     57       "created_at": "2025-08-27T11:25:18Z"
     58     },
     59     {
     60       "hn_id": "44991926",
     61       "title": "Modeling Annotator Disagreement with Demographic-Aware Experts",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=44991926",
     65       "created_at": "2025-08-23T01:03:09Z"
     66     },
     67     {
     68       "hn_id": "44948011",
     69       "title": "Invertible Syntax Without the Tuples (Functional Pearl)",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=44948011",
     73       "created_at": "2025-08-19T03:33:34Z"
     74     },
     75     {
     76       "hn_id": "44932660",
     77       "title": "Profiling LLM Inference on Apple Silicon: A Quantization Perspective",
     78       "points": 2,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=44932660",
     81       "created_at": "2025-08-17T16:14:06Z"
     82     }
     83   ],
     84   "top_points": 41,
     85   "total_points": 82,
     86   "total_comments": 15
     87 }

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