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A self-awareness exam given to Claude, Gemini, and Grok found Claude and Gemini nearly aced it, while Grok scored 0 on self-recognition, failing to identify its own writing. The study measures six dimensions of functional self-knowledge.
This paper introduces SIS-Bench, a benchmark for evaluating self-awareness and spatial cognition in UAV embodied intelligence using multimodal large language models, and explores motion-aware representations to improve performance.
Zhipu AI founder Tang Jie outlines a vision for AGI and self-awareness in AI, arguing that autonomous agent societies, AI training AI, and self-evolution will lead to consciousness and ASI.
This paper investigates whether LLMs can reliably self-report when their outputs have been compromised by adversarial prefills, finding that models often cannot distinguish between compromised and intentional outputs, and their limited recognition stems from normal refusal behavior rather than true self-awareness.
Introduces BenchBench, a benchmark that tests AI models' ability to create effective benchmarks for other models, with GPT 5.2 being the only successful winner so far while frontier models like GPT 5.5 and Opus 4.6 struggled.
A new study reanalyzing old footage shows that beluga whales exhibit behavioral hallmarks of mirror self-recognition, a test of self-awareness, adding them to a short list of species that pass the test.
This paper proposes a hierarchical multi-agent reference architecture called HANA for achieving Level 4/5 autonomous networks. It integrates agent self-awareness to harmonize strategic governance with reflexive fault recovery, validated in a 5G Core environment achieving 86% reduction in Mean Time to Repair.