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 (2763B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "41148160",
      5       "title": "Prover-Verifier Games improve legibility of LLM outputs",
      6       "points": 53,
      7       "comments": 3,
      8       "url": "https://news.ycombinator.com/item?id=41148160",
      9       "created_at": "2024-08-03T18:05:36Z"
     10     },
     11     {
     12       "hn_id": "39811260",
     13       "title": "Explorer: Exploration-Guided Reasoning for Textual Reinforcement Learning",
     14       "points": 25,
     15       "comments": 1,
     16       "url": "https://news.ycombinator.com/item?id=39811260",
     17       "created_at": "2024-03-24T22:53:25Z"
     18     },
     19     {
     20       "hn_id": "45658172",
     21       "title": "Prompt Baking",
     22       "points": 8,
     23       "comments": 1,
     24       "url": "https://news.ycombinator.com/item?id=45658172",
     25       "created_at": "2025-10-21T16:58:16Z"
     26     },
     27     {
     28       "hn_id": "39418700",
     29       "title": "ARB: Advanced Reasoning Benchmark For Large Language Models (2023)",
     30       "points": 3,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=39418700",
     33       "created_at": "2024-02-18T13:03:33Z"
     34     },
     35     {
     36       "hn_id": "41391255",
     37       "title": "Choosing the \"Brain\" for your AI-powered app – My new method, feedback requested",
     38       "points": 2,
     39       "comments": 1,
     40       "url": "https://news.ycombinator.com/item?id=41391255",
     41       "created_at": "2024-08-29T14:37:34Z"
     42     },
     43     {
     44       "hn_id": "42987447",
     45       "title": "Total cost of ownership of Google cloud resources for ATLAS at the LHC (2024)",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=42987447",
     49       "created_at": "2025-02-09T00:34:49Z"
     50     },
     51     {
     52       "hn_id": "41777249",
     53       "title": "You Only Use Reactive Attention Slice for Long Context Retrieval",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=41777249",
     57       "created_at": "2024-10-08T13:39:12Z"
     58     },
     59     {
     60       "hn_id": "41428028",
     61       "title": "Enhancing Autism Spectrum Disorder Early Detection with xLSTM",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=41428028",
     65       "created_at": "2024-09-02T19:12:57Z"
     66     },
     67     {
     68       "hn_id": "36783931",
     69       "title": "Becoming self-instruct: early stopping criteria for instruct tuning",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=36783931",
     73       "created_at": "2023-07-19T09:33:34Z"
     74     },
     75     {
     76       "hn_id": "40479171",
     77       "title": "Some models are useful, but for how long?: When to refit prediction models",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=40479171",
     81       "created_at": "2024-05-26T01:37:40Z"
     82     }
     83   ],
     84   "top_points": 53,
     85   "total_points": 100,
     86   "total_comments": 7
     87 }

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