ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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hn.json (2632B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "40220851",
      5       "title": "Better and Faster Large Language Models via Multi-Token Prediction",
      6       "points": 302,
      7       "comments": 128,
      8       "url": "https://news.ycombinator.com/item?id=40220851",
      9       "created_at": "2024-05-01T08:28:18Z"
     10     },
     11     {
     12       "hn_id": "45114579",
     13       "title": "The wall confronting large language models",
     14       "points": 172,
     15       "comments": 200,
     16       "url": "https://news.ycombinator.com/item?id=45114579",
     17       "created_at": "2025-09-03T11:40:41Z"
     18     },
     19     {
     20       "hn_id": "40219265",
     21       "title": "Iterative reasoning preference optimization",
     22       "points": 19,
     23       "comments": 4,
     24       "url": "https://news.ycombinator.com/item?id=40219265",
     25       "created_at": "2024-05-01T03:40:13Z"
     26     },
     27     {
     28       "hn_id": "44808368",
     29       "title": "The wall confronting large language models",
     30       "points": 5,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=44808368",
     33       "created_at": "2025-08-06T06:21:39Z"
     34     },
     35     {
     36       "hn_id": "44313278",
     37       "title": "S1: Simple Test-Time Scaling",
     38       "points": 3,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=44313278",
     41       "created_at": "2025-06-18T21:06:55Z"
     42     },
     43     {
     44       "hn_id": "44438536",
     45       "title": "CoVE: Compressed Vocabulary Expansion Makes Better LLM-Based Recommender Systems",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=44438536",
     49       "created_at": "2025-07-01T22:29:49Z"
     50     },
     51     {
     52       "hn_id": "43005221",
     53       "title": "s1: Simple Test-Time Scaling",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=43005221",
     57       "created_at": "2025-02-10T21:13:00Z"
     58     },
     59     {
     60       "hn_id": "42979455",
     61       "title": "Test-time scaling new approach: extra test-time compute improves LLM reasoning",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=42979455",
     65       "created_at": "2025-02-08T01:23:41Z"
     66     },
     67     {
     68       "hn_id": "40232289",
     69       "title": "Iterative Reasoning Preference Optimization",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=40232289",
     73       "created_at": "2024-05-02T03:00:59Z"
     74     },
     75     {
     76       "hn_id": "40224719",
     77       "title": "Iterative Reasoning Preference Optimization",
     78       "points": 2,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=40224719",
     81       "created_at": "2024-05-01T15:32:22Z"
     82     }
     83   ],
     84   "top_points": 302,
     85   "total_points": 511,
     86   "total_comments": 333
     87 }

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