ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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hn.json (2740B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "41808683",
      5       "title": "Understanding the Limitations of Mathematical Reasoning in LLMs",
      6       "points": 282,
      7       "comments": 266,
      8       "url": "https://news.ycombinator.com/item?id=41808683",
      9       "created_at": "2024-10-11T11:55:06Z"
     10     },
     11     {
     12       "hn_id": "41804829",
     13       "title": "ARIA: An Open Multimodal Native Mixture-of-Experts Model",
     14       "points": 97,
     15       "comments": 21,
     16       "url": "https://news.ycombinator.com/item?id=41804829",
     17       "created_at": "2024-10-11T00:04:52Z"
     18     },
     19     {
     20       "hn_id": "38737262",
     21       "title": "Direct initialization of transformers using larger pretrained ones",
     22       "points": 48,
     23       "comments": 14,
     24       "url": "https://news.ycombinator.com/item?id=38737262",
     25       "created_at": "2023-12-22T18:54:56Z"
     26     },
     27     {
     28       "hn_id": "44546820",
     29       "title": "ZipNN: Lossless Compression for AI Models (2024)",
     30       "points": 4,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=44546820",
     33       "created_at": "2025-07-13T01:50:24Z"
     34     },
     35     {
     36       "hn_id": "42418821",
     37       "title": "Specifications: The missing link to make development of LLM an eng discipline",
     38       "points": 2,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=42418821",
     41       "created_at": "2024-12-14T19:07:39Z"
     42     },
     43     {
     44       "hn_id": "39361624",
     45       "title": "An Interactive Agent Foundation Model",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=39361624",
     49       "created_at": "2024-02-13T19:23:10Z"
     50     },
     51     {
     52       "hn_id": "42443177",
     53       "title": "Memristor-Based Selective Convolutional Circuit for Salt-N-Pepper Noise Removal",
     54       "points": 1,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=42443177",
     57       "created_at": "2024-12-17T17:20:24Z"
     58     },
     59     {
     60       "hn_id": "39429077",
     61       "title": "Hydragen: High-Throughput LLM Inference with Shared Prefixes",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=39429077",
     65       "created_at": "2024-02-19T12:35:31Z"
     66     },
     67     {
     68       "hn_id": "33980774",
     69       "title": "Graph algorithms for predicting subcellular localization at the pathway level",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=33980774",
     73       "created_at": "2022-12-14T06:51:58Z"
     74     },
     75     {
     76       "hn_id": "29539537",
     77       "title": "Internet, on the Ground by Nick Merrill",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=29539537",
     81       "created_at": "2021-12-13T13:49:47Z"
     82     }
     83   ],
     84   "top_points": 282,
     85   "total_points": 439,
     86   "total_comments": 301
     87 }

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