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 (2790B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "40624563",
      5       "title": "Teams of LLM Agents Can Exploit Zero-Day Vulnerabilities",
      6       "points": 105,
      7       "comments": 75,
      8       "url": "https://news.ycombinator.com/item?id=40624563",
      9       "created_at": "2024-06-09T14:15:06Z"
     10     },
     11     {
     12       "hn_id": "42527496",
     13       "title": "Explaining Large Language Models Decisions Using Shapley Values",
     14       "points": 89,
     15       "comments": 19,
     16       "url": "https://news.ycombinator.com/item?id=42527496",
     17       "created_at": "2024-12-28T00:44:18Z"
     18     },
     19     {
     20       "hn_id": "44721629",
     21       "title": "Machine Learners Should Acknowledge Legal Implications of LLMs as Personal Data",
     22       "points": 2,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=44721629",
     25       "created_at": "2025-07-29T10:47:17Z"
     26     },
     27     {
     28       "hn_id": "41136138",
     29       "title": "Interpreting LLM outputs reveals the \"token noise\" effect",
     30       "points": 2,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=41136138",
     33       "created_at": "2024-08-02T04:37:08Z"
     34     },
     35     {
     36       "hn_id": "41047931",
     37       "title": "When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails",
     38       "points": 2,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=41047931",
     41       "created_at": "2024-07-23T16:31:18Z"
     42     },
     43     {
     44       "hn_id": "40653476",
     45       "title": "An LLM-Based Recommender System Environment",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=40653476",
     49       "created_at": "2024-06-12T01:15:51Z"
     50     },
     51     {
     52       "hn_id": "39912958",
     53       "title": "Wait, It's All Token Noise? Always Has Been: Interpreting LLM Behavior",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=39912958",
     57       "created_at": "2024-04-03T02:16:14Z"
     58     },
     59     {
     60       "hn_id": "22591606",
     61       "title": "Fireiron: A Scheduling Language for High-Performance Linear Algebra on GPUs",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=22591606",
     65       "created_at": "2020-03-16T10:55:18Z"
     66     },
     67     {
     68       "hn_id": "44004315",
     69       "title": "Generative Ghosts: Anticipating Benefits and Risks of AI Afterlives",
     70       "points": 1,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=44004315",
     73       "created_at": "2025-05-16T11:56:41Z"
     74     },
     75     {
     76       "hn_id": "42130442",
     77       "title": "Computing quantum waves and spin from classical and relativistic action",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=42130442",
     81       "created_at": "2024-11-13T21:51:36Z"
     82     }
     83   ],
     84   "top_points": 105,
     85   "total_points": 208,
     86   "total_comments": 94
     87 }

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