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 (2767B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "34541836",
      5       "title": "MusicLM: Generating music from text",
      6       "points": 291,
      7       "comments": 107,
      8       "url": "https://news.ycombinator.com/item?id=34541836",
      9       "created_at": "2023-01-27T02:44:37Z"
     10     },
     11     {
     12       "hn_id": "39454961",
     13       "title": "How does one detect hallucinations?",
     14       "points": 5,
     15       "comments": 2,
     16       "url": "https://news.ycombinator.com/item?id=39454961",
     17       "created_at": "2024-02-21T15:27:36Z"
     18     },
     19     {
     20       "hn_id": "36102668",
     21       "title": "Improving Factuality and Reasoning in Language Models Through Multiagent Debate",
     22       "points": 4,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=36102668",
     25       "created_at": "2023-05-28T10:03:03Z"
     26     },
     27     {
     28       "hn_id": "36097897",
     29       "title": "Improving Factuality and Reasoning in Language Models Through Multiagent Debate",
     30       "points": 2,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=36097897",
     33       "created_at": "2023-05-27T20:19:32Z"
     34     },
     35     {
     36       "hn_id": "36124743",
     37       "title": "“According To..“ Prompting LLMs Improves Quoting from Pre-Training Data",
     38       "points": 2,
     39       "comments": 1,
     40       "url": "https://news.ycombinator.com/item?id=36124743",
     41       "created_at": "2023-05-30T13:37:40Z"
     42     },
     43     {
     44       "hn_id": "36963354",
     45       "title": "“According to” Prompting Language Models Improves Quoting from Pre-Training Data",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=36963354",
     49       "created_at": "2023-08-01T21:33:48Z"
     50     },
     51     {
     52       "hn_id": "45576976",
     53       "title": "From Automation to Autonomy",
     54       "points": 2,
     55       "comments": 1,
     56       "url": "https://news.ycombinator.com/item?id=45576976",
     57       "created_at": "2025-10-14T06:48:24Z"
     58     },
     59     {
     60       "hn_id": "45962516",
     61       "title": "Nearest Neighbor Speculative Decoding for LLM Generation and Attribution",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=45962516",
     65       "created_at": "2025-11-18T08:00:42Z"
     66     },
     67     {
     68       "hn_id": "36326434",
     69       "title": "Zero-shot lip-to-speech synthesis with face image based voice control",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=36326434",
     73       "created_at": "2023-06-14T14:21:56Z"
     74     },
     75     {
     76       "hn_id": "36116514",
     77       "title": "Learning to Generate Novel Scientific Directions with Contextualized Discovery",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=36116514",
     81       "created_at": "2023-05-29T18:23:59Z"
     82     }
     83   ],
     84   "top_points": 291,
     85   "total_points": 312,
     86   "total_comments": 112
     87 }

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