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 (2786B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "37875723",
      5       "title": "Self-Taught Optimizer (Stop): Recursively Self-Improving Code Generation",
      6       "points": 49,
      7       "comments": 10,
      8       "url": "https://news.ycombinator.com/item?id=37875723",
      9       "created_at": "2023-10-13T21:16:17Z"
     10     },
     11     {
     12       "hn_id": "35436224",
     13       "title": "Orthogonal Time-Frequency Space Modulation: A Promising Next-Generation Waveform (2021)",
     14       "points": 30,
     15       "comments": 3,
     16       "url": "https://news.ycombinator.com/item?id=35436224",
     17       "created_at": "2023-04-04T07:19:36Z"
     18     },
     19     {
     20       "hn_id": "31006749",
     21       "title": "Orthogonal Time-Frequency Space Modulation: A Promising Next-Generation Waveform",
     22       "points": 19,
     23       "comments": 2,
     24       "url": "https://news.ycombinator.com/item?id=31006749",
     25       "created_at": "2022-04-12T18:45:01Z"
     26     },
     27     {
     28       "hn_id": "45721160",
     29       "title": "EntropyLong: Effective Long-Context Training via Predictive Uncertainty",
     30       "points": 15,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=45721160",
     33       "created_at": "2025-10-27T14:04:48Z"
     34     },
     35     {
     36       "hn_id": "37876589",
     37       "title": "Runtime Verification for Trustworthy Computing",
     38       "points": 12,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=37876589",
     41       "created_at": "2023-10-13T23:07:38Z"
     42     },
     43     {
     44       "hn_id": "45724525",
     45       "title": "Learning from Abundant User Dissatisfaction in Real-World Preference Learning",
     46       "points": 3,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=45724525",
     49       "created_at": "2025-10-27T18:23:09Z"
     50     },
     51     {
     52       "hn_id": "37797505",
     53       "title": "Self-Taught Optimizer: Recursively self-improving code generation",
     54       "points": 3,
     55       "comments": 2,
     56       "url": "https://news.ycombinator.com/item?id=37797505",
     57       "created_at": "2023-10-06T23:12:24Z"
     58     },
     59     {
     60       "hn_id": "45889326",
     61       "title": "What Is Quantum Computer Security?",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=45889326",
     65       "created_at": "2025-11-11T16:35:14Z"
     66     },
     67     {
     68       "hn_id": "45607220",
     69       "title": "Conceptualizing/Modeling Communication-Based Cyberattacks on Automated Vehicles",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=45607220",
     73       "created_at": "2025-10-16T16:12:45Z"
     74     },
     75     {
     76       "hn_id": "45579916",
     77       "title": "The Optimal Strategy for Playing Lucky 13",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=45579916",
     81       "created_at": "2025-10-14T13:39:37Z"
     82     }
     83   ],
     84   "top_points": 49,
     85   "total_points": 134,
     86   "total_comments": 17
     87 }

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