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 (2742B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "45545406",
      5       "title": "Impolite LLM prompts consistently outperform polite ones",
      6       "points": 5,
      7       "comments": 2,
      8       "url": "https://news.ycombinator.com/item?id=45545406",
      9       "created_at": "2025-10-11T00:46:19Z"
     10     },
     11     {
     12       "hn_id": "45772418",
     13       "title": "Investigating How Prompt Politeness Affects LLM Accuracy",
     14       "points": 4,
     15       "comments": 2,
     16       "url": "https://news.ycombinator.com/item?id=45772418",
     17       "created_at": "2025-10-31T14:36:48Z"
     18     },
     19     {
     20       "hn_id": "33177812",
     21       "title": "Ecovisor: A Virtual Energy System for Carbon-Efficient Applications",
     22       "points": 2,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=33177812",
     25       "created_at": "2022-10-12T14:50:30Z"
     26     },
     27     {
     28       "hn_id": "46556726",
     29       "title": "Mind Your Tone: Investigating How Prompt Politeness Affects LLM Accuracy",
     30       "points": 1,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=46556726",
     33       "created_at": "2026-01-09T17:54:09Z"
     34     },
     35     {
     36       "hn_id": "45918216",
     37       "title": "Rapid-response characterization of near-Earth asteroid 2024 YR4 (Torino Scale 3)",
     38       "points": 1,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=45918216",
     41       "created_at": "2025-11-13T18:02:31Z"
     42     },
     43     {
     44       "hn_id": "43149484",
     45       "title": "AI and ML Accelerator Survey and Trends (2022)",
     46       "points": 1,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=43149484",
     49       "created_at": "2025-02-23T14:33:35Z"
     50     },
     51     {
     52       "hn_id": "42883727",
     53       "title": "The Power of Negative Zero: Datatype Customization for Quantized LLMs",
     54       "points": 1,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=42883727",
     57       "created_at": "2025-01-31T00:45:25Z"
     58     },
     59     {
     60       "hn_id": "42876488",
     61       "title": "Open Problems in Machine Unlearning for AI Safety",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=42876488",
     65       "created_at": "2025-01-30T10:15:38Z"
     66     },
     67     {
     68       "hn_id": "37927852",
     69       "title": "A new distance-based feature set for keystroke dynamics",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=37927852",
     73       "created_at": "2023-10-18T12:49:49Z"
     74     },
     75     {
     76       "hn_id": "34738091",
     77       "title": "Ecovisor: A Virtual Energy System for Carbon-Efficient Applications",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=34738091",
     81       "created_at": "2023-02-10T10:56:59Z"
     82     }
     83   ],
     84   "top_points": 5,
     85   "total_points": 18,
     86   "total_comments": 5
     87 }

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