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Move over, Mythos. Here comes... pretty much any other model with a good harness

ID: da942f9a-421d-53e9-a9f9-066cc811f0d8

STIX ID: report--da942f9a-421d-53e9-a9f9-066cc811f0d8

Feed Name: Aikido Security's Blog

Date Published: 2026-06-01

Date Updated: 2026-07-24

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This article analyzes the role of large language models in vulnerability discovery, arguing that orchestration/harness design and cost-effective multi-model workflows produce better, scalable results than relying on a single top-tier model (Mythos). It highlights examples (false positives in cURL findings, Fable 5 guardrails), outlines common harness stages (recon, hunt, validation, tracing, deduplication), and recommends vendor-agnostic, multi-tier approaches for sustained AppSec and AI-assisted pentesting.

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