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 (2739B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "42208383",
      5       "title": "Show HN: Llama 3.2 Interpretability with Sparse Autoencoders",
      6       "points": 579,
      7       "comments": 99,
      8       "url": "https://news.ycombinator.com/item?id=42208383",
      9       "created_at": "2024-11-21T20:37:56Z"
     10     },
     11     {
     12       "hn_id": "35887701",
     13       "title": "FrugalGPT: How to Use LLMs While Reducing Cost and Improving Performance",
     14       "points": 6,
     15       "comments": 0,
     16       "url": "https://news.ycombinator.com/item?id=35887701",
     17       "created_at": "2023-05-10T14:15:34Z"
     18     },
     19     {
     20       "hn_id": "45586600",
     21       "title": "Dynamically relevant consciousness precludes artificial consciousness (2023)",
     22       "points": 2,
     23       "comments": 1,
     24       "url": "https://news.ycombinator.com/item?id=45586600",
     25       "created_at": "2025-10-15T00:22:05Z"
     26     },
     27     {
     28       "hn_id": "35912401",
     29       "title": "Achieve 98% cost reduction or 4% accuracy improvement over large LLM(GPT-4)",
     30       "points": 2,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=35912401",
     33       "created_at": "2023-05-12T05:48:48Z"
     34     },
     35     {
     36       "hn_id": "34457674",
     37       "title": "Individual Fairness for Social Media Influencers",
     38       "points": 2,
     39       "comments": 1,
     40       "url": "https://news.ycombinator.com/item?id=34457674",
     41       "created_at": "2023-01-20T18:41:27Z"
     42     },
     43     {
     44       "hn_id": "35573848",
     45       "title": "Automatic Gradient Descent: Deep Learning Without Hyperparameters",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=35573848",
     49       "created_at": "2023-04-14T19:49:17Z"
     50     },
     51     {
     52       "hn_id": "37146164",
     53       "title": "Fixing Rust Compilation Errors Using LLMs",
     54       "points": 1,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=37146164",
     57       "created_at": "2023-08-16T12:39:51Z"
     58     },
     59     {
     60       "hn_id": "28083250",
     61       "title": "Statistical Aspects of the Quantum Supremacy Demonstration [pdf]",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=28083250",
     65       "created_at": "2021-08-06T04:11:55Z"
     66     },
     67     {
     68       "hn_id": "37975304",
     69       "title": "Debugging Trait Errors as Logic Programs",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=37975304",
     73       "created_at": "2023-10-22T13:45:45Z"
     74     },
     75     {
     76       "hn_id": "35606043",
     77       "title": "Automatic Gradient Descent: Deep Learning Without Hyperparameters",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=35606043",
     81       "created_at": "2023-04-17T20:22:08Z"
     82     }
     83   ],
     84   "top_points": 579,
     85   "total_points": 597,
     86   "total_comments": 102
     87 }

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