Computer Science > Cryptography and Security
[Submitted on 13 Jun 2025
(v1)
, last revised 19 Jun 2025 (this version, v4)]
Title: Bhatt Conjectures: On Necessary-But-Not-Sufficient Benchmark Tautology for Human Like Reasoning
Title: 巴特猜想：关于人类类似推理的必要但不充分基准重言式
Abstract: The Bhatt Conjectures framework introduces rigorous, hierarchical benchmarks for evaluating AI reasoning and understanding, moving beyond pattern matching to assess representation invariance, robustness, and metacognitive self-awareness. The agentreasoning-sdk demonstrates practical implementation, revealing that current AI models struggle with complex reasoning tasks and highlighting the need for advanced evaluation protocols to distinguish genuine cognitive abilities from statistical inference. https://github.com/mbhatt1/agentreasoning-sdk
Submission history
From: Manish Bhatt [view email][v1] Fri, 13 Jun 2025 02:41:18 UTC (10 KB)
[v2] Mon, 16 Jun 2025 01:10:55 UTC (10 KB)
[v3] Wed, 18 Jun 2025 02:15:01 UTC (10 KB)
[v4] Thu, 19 Jun 2025 00:27:58 UTC (10 KB)
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