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 (2760B)

      1 {
      2   "threads": [
      3     {
      4       "hn_id": "42969750",
      5       "title": "HippoRAG: Neurobiologically Inspired Long-Term Memory for LLMs (2024)",
      6       "points": 65,
      7       "comments": 4,
      8       "url": "https://news.ycombinator.com/item?id=42969750",
      9       "created_at": "2025-02-07T05:34:59Z"
     10     },
     11     {
     12       "hn_id": "44351798",
     13       "title": "Tensor Manipulation Unit (TMU): Reconfigurable, Near-Memory, High-Throughput AI",
     14       "points": 58,
     15       "comments": 13,
     16       "url": "https://news.ycombinator.com/item?id=44351798",
     17       "created_at": "2025-06-23T01:43:11Z"
     18     },
     19     {
     20       "hn_id": "40471638",
     21       "title": "Not All Language Model Features Are Linear",
     22       "points": 9,
     23       "comments": 7,
     24       "url": "https://news.ycombinator.com/item?id=40471638",
     25       "created_at": "2024-05-25T00:18:52Z"
     26     },
     27     {
     28       "hn_id": "42708598",
     29       "title": "HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models",
     30       "points": 3,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=42708598",
     33       "created_at": "2025-01-15T08:18:03Z"
     34     },
     35     {
     36       "hn_id": "42389836",
     37       "title": "From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step",
     38       "points": 2,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=42389836",
     41       "created_at": "2024-12-11T16:57:02Z"
     42     },
     43     {
     44       "hn_id": "41386088",
     45       "title": "Diffusion Models Are Real-Time Game Engines",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=41386088",
     49       "created_at": "2024-08-29T00:49:38Z"
     50     },
     51     {
     52       "hn_id": "41139190",
     53       "title": "Ranking Large Language Models Without Ground Truth",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=41139190",
     57       "created_at": "2024-08-02T14:44:52Z"
     58     },
     59     {
     60       "hn_id": "41107497",
     61       "title": "From Explicit Cot to Implicit Cot: Learning to Internalize Cot Step by Step",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=41107497",
     65       "created_at": "2024-07-30T09:36:30Z"
     66     },
     67     {
     68       "hn_id": "39580207",
     69       "title": "Comparing Inferential Strategies of Humans and LLMs in Deductive Reasoning",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=39580207",
     73       "created_at": "2024-03-03T11:34:52Z"
     74     },
     75     {
     76       "hn_id": "41486754",
     77       "title": "Diffusion models are real-time game engines",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=41486754",
     81       "created_at": "2024-09-09T09:20:00Z"
     82     }
     83   ],
     84   "top_points": 65,
     85   "total_points": 146,
     86   "total_comments": 24
     87 }

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