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AGM-like Paraconsistent Partial Meet Abductive Expansion Operation

arXiv cs.AI · 2026-07-14 Cached

This paper presents a new paraconsistent AGM-like abductive expansion operation that can assimilate contradictory explanatory hypotheses without trivialization, based on the paraconsistent logic RCbr. It is the first operation of its kind in the AGM literature.

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#lfi

@hetmehtaa: Local AI for Penetration Testing & Research https://projectblack.io/blog/local-ai-for-cyber-security/…

X AI KOLs Timeline · 2026-07-02 Cached

A blog post benchmarks four approaches (Semgrep, GLM 5.1 with Strix, cloud SOTA with code review skill, and local AI with a custom harness) for finding a known LFI vulnerability in PHPIPAM, finding that the local AI harness with a tailored approach outperforms the others.

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