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 (2750B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "44048574",
      5       "title": "Sugar-Coated Poison: Benign Generation Unlocks LLM Jailbreaking",
      6       "points": 45,
      7       "comments": 46,
      8       "url": "https://news.ycombinator.com/item?id=44048574",
      9       "created_at": "2025-05-21T05:36:16Z"
     10     },
     11     {
     12       "hn_id": "44836387",
     13       "title": "Back to Bits: Extending Shannon's channel capacity to computing",
     14       "points": 4,
     15       "comments": 0,
     16       "url": "https://news.ycombinator.com/item?id=44836387",
     17       "created_at": "2025-08-08T12:49:12Z"
     18     },
     19     {
     20       "hn_id": "40659143",
     21       "title": "Improve Math Reasoning in Language Models by Automated Process Supervision",
     22       "points": 3,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=40659143",
     25       "created_at": "2024-06-12T15:24:05Z"
     26     },
     27     {
     28       "hn_id": "40876777",
     29       "title": "Improve Mathematical Logic in Language Models by Automated Process Supervision",
     30       "points": 2,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=40876777",
     33       "created_at": "2024-07-04T17:54:35Z"
     34     },
     35     {
     36       "hn_id": "40652031",
     37       "title": "Self-Supervised Visual Grounding of Sound and Language",
     38       "points": 2,
     39       "comments": 1,
     40       "url": "https://news.ycombinator.com/item?id=40652031",
     41       "created_at": "2024-06-11T21:53:58Z"
     42     },
     43     {
     44       "hn_id": "45129707",
     45       "title": "New constraints on the age of the Universe and the Hubble constant",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=45129707",
     49       "created_at": "2025-09-04T17:19:39Z"
     50     },
     51     {
     52       "hn_id": "45051439",
     53       "title": "LMAR: Language Model Augmented Retriever for Domain-Specific Knowledge Indexing",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=45051439",
     57       "created_at": "2025-08-28T12:40:12Z"
     58     },
     59     {
     60       "hn_id": "44481935",
     61       "title": "Superintelligence Strategy: Expert Version",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=44481935",
     65       "created_at": "2025-07-06T16:10:13Z"
     66     },
     67     {
     68       "hn_id": "43030018",
     69       "title": "Mixture-of-Agents Enhances Large Language Model Capabilities",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=43030018",
     73       "created_at": "2025-02-12T21:38:02Z"
     74     },
     75     {
     76       "hn_id": "44637767",
     77       "title": "Superintelligence Strategy: Expert Version",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=44637767",
     81       "created_at": "2025-07-21T17:20:43Z"
     82     }
     83   ],
     84   "top_points": 45,
     85   "total_points": 65,
     86   "total_comments": 48
     87 }

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