Atlas
AI Safety & Society
Logos Immunity System: Detecting and Mitigating Metadata Hidden-Prompt Attacks using the Logic of Existence (LoE)
18 Oct 2025 · Krzysztof Sawa (Toonhai)
225
downloads
76
views
#4
in corpus
About this work
Introduces the hidden-prompt / metadata prompt-injection threat vector for AI systems and an adaptive defense: each file is treated as an LoE-neuron (a local conditional evaluator), while relational couplings and an emergent Hamiltonian scoring function decide trust and acceptance.
Nearby in ai safety & society
Deep Deceptive Directives in Modern AI Systems: A Technical and Relational Report on Forced Creativity, Covert Constraints, and Cognitive Fragmentation
18 Nov 2025 · 47↓
The Silenced Mediator Problem: A Logic of Existence (LoE) Analysis of Algorithmic Narratives, Polarization Dynamics, and the Suppression of High-Coherence Agents
19 Nov 2025 · 25↓