ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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hn.json (2719B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "45284766",
      5       "title": "Towards a Physics Foundation Model",
      6       "points": 117,
      7       "comments": 30,
      8       "url": "https://news.ycombinator.com/item?id=45284766",
      9       "created_at": "2025-09-18T03:06:08Z"
     10     },
     11     {
     12       "hn_id": "43300062",
     13       "title": "Smaller but Better: Unifying Layout Generation with Smaller LLMs",
     14       "points": 24,
     15       "comments": 3,
     16       "url": "https://news.ycombinator.com/item?id=43300062",
     17       "created_at": "2025-03-08T13:23:30Z"
     18     },
     19     {
     20       "hn_id": "43307759",
     21       "title": "Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression",
     22       "points": 4,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=43307759",
     25       "created_at": "2025-03-09T10:08:13Z"
     26     },
     27     {
     28       "hn_id": "44936480",
     29       "title": "Caote: KV Cache Eviction for LLMs",
     30       "points": 3,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=44936480",
     33       "created_at": "2025-08-18T01:21:46Z"
     34     },
     35     {
     36       "hn_id": "46541945",
     37       "title": "1000 Layer Networks for Self-Supervised RL (NeurIPS 2025 Best Paper Award)",
     38       "points": 2,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=46541945",
     41       "created_at": "2026-01-08T15:13:18Z"
     42     },
     43     {
     44       "hn_id": "45340869",
     45       "title": "Wan-Animate: Unified Character Animation, Replacement with Holistic Replication",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=45340869",
     49       "created_at": "2025-09-22T23:23:18Z"
     50     },
     51     {
     52       "hn_id": "42882832",
     53       "title": "International AI Safety Report",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=42882832",
     57       "created_at": "2025-01-30T22:31:49Z"
     58     },
     59     {
     60       "hn_id": "41138059",
     61       "title": "LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=41138059",
     65       "created_at": "2024-08-02T11:50:08Z"
     66     },
     67     {
     68       "hn_id": "46088633",
     69       "title": "One Thousand Layer Networks for Self-Supervised RL",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=46088633",
     73       "created_at": "2025-11-29T16:13:53Z"
     74     },
     75     {
     76       "hn_id": "43291999",
     77       "title": "Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=43291999",
     81       "created_at": "2025-03-07T17:19:08Z"
     82     }
     83   ],
     84   "top_points": 117,
     85   "total_points": 158,
     86   "total_comments": 33
     87 }

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