ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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hn.json (2711B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "45643976",
      5       "title": "Modeling Others' Minds as Code",
      6       "points": 66,
      7       "comments": 42,
      8       "url": "https://news.ycombinator.com/item?id=45643976",
      9       "created_at": "2025-10-20T13:54:38Z"
     10     },
     11     {
     12       "hn_id": "38559299",
     13       "title": "GateLoop: Data-Controlled Linear Recurrence for Sequence Modeling",
     14       "points": 26,
     15       "comments": 2,
     16       "url": "https://news.ycombinator.com/item?id=38559299",
     17       "created_at": "2023-12-07T17:38:31Z"
     18     },
     19     {
     20       "hn_id": "45853123",
     21       "title": "It Is All about Token: Towards Semantic Information Theory for LLMs",
     22       "points": 3,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=45853123",
     25       "created_at": "2025-11-08T01:01:57Z"
     26     },
     27     {
     28       "hn_id": "45818139",
     29       "title": "Towards General Auditory Intelligence",
     30       "points": 2,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=45818139",
     33       "created_at": "2025-11-05T01:54:29Z"
     34     },
     35     {
     36       "hn_id": "28250869",
     37       "title": "The Complexity of Gradient Descent: CLS = PPAD ∩ PLS",
     38       "points": 2,
     39       "comments": 1,
     40       "url": "https://news.ycombinator.com/item?id=28250869",
     41       "created_at": "2021-08-20T20:14:11Z"
     42     },
     43     {
     44       "hn_id": "46294170",
     45       "title": "Cisco Integrated AI Security and Safety Framework Report",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=46294170",
     49       "created_at": "2025-12-16T20:43:47Z"
     50     },
     51     {
     52       "hn_id": "45682105",
     53       "title": "Enhancing Transformer-Based Rerankers with Synthetic Data and LLM Supervision",
     54       "points": 1,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=45682105",
     57       "created_at": "2025-10-23T14:19:00Z"
     58     },
     59     {
     60       "hn_id": "42227610",
     61       "title": "Ask, and it shall be given: Turing completeness of prompting",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=42227610",
     65       "created_at": "2024-11-24T12:31:33Z"
     66     },
     67     {
     68       "hn_id": "42056510",
     69       "title": "Ask, and it shall be given: Turing completeness of prompting",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=42056510",
     73       "created_at": "2024-11-06T00:45:39Z"
     74     },
     75     {
     76       "hn_id": "33620447",
     77       "title": "Fast Text-Conditional Discrete Denoising on Vector-Quantized Latent Spaces",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=33620447",
     81       "created_at": "2022-11-16T08:35:35Z"
     82     }
     83   ],
     84   "top_points": 66,
     85   "total_points": 105,
     86   "total_comments": 46
     87 }

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