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 (2753B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "45068986",
      5       "title": "The Theoretical Limitations of Embedding-Based Retrieval",
      6       "points": 151,
      7       "comments": 38,
      8       "url": "https://news.ycombinator.com/item?id=45068986",
      9       "created_at": "2025-08-29T20:25:34Z"
     10     },
     11     {
     12       "hn_id": "45069341",
     13       "title": "Reusing Computation in Text-to-Image Diffusion for Efficient Image Generation",
     14       "points": 41,
     15       "comments": 2,
     16       "url": "https://news.ycombinator.com/item?id=45069341",
     17       "created_at": "2025-08-29T21:01:53Z"
     18     },
     19     {
     20       "hn_id": "45119397",
     21       "title": "The Theoretical Limitations of Embedding-Based Retrieval",
     22       "points": 36,
     23       "comments": 3,
     24       "url": "https://news.ycombinator.com/item?id=45119397",
     25       "created_at": "2025-09-03T19:09:29Z"
     26     },
     27     {
     28       "hn_id": "45494202",
     29       "title": "Mojo: MLIR-Based Performance-Portable HPC Science Kernels on GPUs",
     30       "points": 6,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=45494202",
     33       "created_at": "2025-10-06T18:02:24Z"
     34     },
     35     {
     36       "hn_id": "43853742",
     37       "title": "Pre-Trained Security LLM 8B",
     38       "points": 6,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=43853742",
     41       "created_at": "2025-05-01T04:32:40Z"
     42     },
     43     {
     44       "hn_id": "44763614",
     45       "title": "Show HN: Inworld TTS open sourcing and technical report",
     46       "points": 3,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=44763614",
     49       "created_at": "2025-08-01T23:40:34Z"
     50     },
     51     {
     52       "hn_id": "45884413",
     53       "title": "Mojo: MLIR-Based Performance-Portable HPC Science Kernels on GPUs for the Pytho",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=45884413",
     57       "created_at": "2025-11-11T05:29:41Z"
     58     },
     59     {
     60       "hn_id": "45418635",
     61       "title": "Can LLMs Be Creative? Paper: Combinatorial Creativity: A New Frontier",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=45418635",
     65       "created_at": "2025-09-29T20:53:22Z"
     66     },
     67     {
     68       "hn_id": "45080035",
     69       "title": "The Theoretical Limitations of Embedding-Based Retrieval",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=45080035",
     73       "created_at": "2025-08-31T03:10:51Z"
     74     },
     75     {
     76       "hn_id": "45463139",
     77       "title": "Delta-Code: How Does RL Unlock and Transfer New Programming Algorithms in LLMs?",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=45463139",
     81       "created_at": "2025-10-03T14:01:37Z"
     82     }
     83   ],
     84   "top_points": 151,
     85   "total_points": 250,
     86   "total_comments": 43
     87 }

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