Security●Mid
Evading an AI SOC with Sable from Vulnetic
Marketing blog post for existing product, not a tool you can actually try or verify.
Bold Bet
danieltk76
102mo ago
Back to browse
An autonomous SOC built to refuse causation it can't prove
by MohammadKhubaib·Jul 14, 2026·2 points·0 comments
AI Analysis
●●●BangerBig BrainBold Bet
Independent grounding gate strips hallucinations before analysts see them.
Strengths
- •Per-claim verdicts with evidence links instead of black-box confidence scores.
- •Measures its own over-claim rate to validate prompt changes quantitatively.
- •Devil's-advocate agent forces benign-case arguments before decisions surface.
Weaknesses
- •Design-partner-only access limits real-world validation of the grounding claims.
- •Heavy reliance on Anthropic Claude means vendor lock-in for the core logic.
Category
Target Audience
Security engineers and SOC analysts
Similar To
Palo Alto Cortex XSIAM · Splunk SOAR · Swimlane
Similar Projects
Developer Tools●●●Banger
We proved you can't train hallucinations out of AI – so we verify
Training can't fix hallucinations—verify externally instead. Backed by surprising RLVF data.
Big BrainZero to One
assaydev
104mo ago
Security●●Solid
SOCBench – an open benchmark for AI on SoC tasks
Ablation testing isolates tool vs playbook contribution in AI security evals.
Big BrainNiche Gem
krmayankb
607d ago
Data●Mid
Source-check politician stock-trade claims against public filings
Useful verification layer, but manual scraping scripts already do this for free.
Solve My Problem
tinyopsstudio
201mo ago
AI/ML●●Solid
Tessera – an AI agent that refuses to answer without evidence
Faithfulness scores in CI beat vibe-checking hallucinations.
Big BrainSolve My Problem
robert-vetter
527d ago
SaaS○Pass
SteelWorks, a free-first autonomous business OS
Slick landing page with zero code, no GitHub, no way to actually use this.
Bold Bet
therealmacsteel
101mo ago