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 (2727B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "44212650",
      5       "title": "Why Understanding Software Cycle Time Is Messy, Not Magic",
      6       "points": 85,
      7       "comments": 32,
      8       "url": "https://news.ycombinator.com/item?id=44212650",
      9       "created_at": "2025-06-07T21:03:28Z"
     10     },
     11     {
     12       "hn_id": "44698753",
     13       "title": "Measuring Engineering",
     14       "points": 37,
     15       "comments": 13,
     16       "url": "https://news.ycombinator.com/item?id=44698753",
     17       "created_at": "2025-07-27T03:38:18Z"
     18     },
     19     {
     20       "hn_id": "45391220",
     21       "title": "Understanding RL for model training, and future directions with GRAPE",
     22       "points": 33,
     23       "comments": 1,
     24       "url": "https://news.ycombinator.com/item?id=45391220",
     25       "created_at": "2025-09-26T21:30:23Z"
     26     },
     27     {
     28       "hn_id": "23881840",
     29       "title": "Learning Differential Equations That Are Easy to Solve",
     30       "points": 4,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=23881840",
     33       "created_at": "2020-07-18T15:03:35Z"
     34     },
     35     {
     36       "hn_id": "42999205",
     37       "title": "Flip Graphs with Symmetry and New Matrix Multiplication Schemes",
     38       "points": 3,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=42999205",
     41       "created_at": "2025-02-10T11:40:18Z"
     42     },
     43     {
     44       "hn_id": "45165536",
     45       "title": "How to Hack Transformers: Steering LLMs via Prompts, States, and Weight Edits",
     46       "points": 2,
     47       "comments": 1,
     48       "url": "https://news.ycombinator.com/item?id=45165536",
     49       "created_at": "2025-09-08T07:33:53Z"
     50     },
     51     {
     52       "hn_id": "43371037",
     53       "title": "No Silver Bullets: Why Understanding Software Cycle Time Is Messy, Not Magic",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=43371037",
     57       "created_at": "2025-03-15T08:43:01Z"
     58     },
     59     {
     60       "hn_id": "40938862",
     61       "title": "When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=40938862",
     65       "created_at": "2024-07-11T17:37:00Z"
     66     },
     67     {
     68       "hn_id": "45373347",
     69       "title": "Quantized LLMss in Biomedical Natural Language Processing",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=45373347",
     73       "created_at": "2025-09-25T14:53:18Z"
     74     },
     75     {
     76       "hn_id": "43022094",
     77       "title": "A Survey on Large Language Models (2025)",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=43022094",
     81       "created_at": "2025-02-12T05:08:12Z"
     82     }
     83   ],
     84   "top_points": 85,
     85   "total_points": 170,
     86   "total_comments": 48
     87 }

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