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    The Frontier Isn’t the Model: Why ‘Good Enough’ Reasoning + Scaffolding Is More Important

    The Frontier Isn’t the Model: Why ‘Good Enough’ Reasoning + Scaffolding Is More Important

    In this exclusive report, Xint researchers compare Mythos's publicly disclosed results versus what broadly available models can accomplish using advanced scaffolding
    Apr 16, 2026
    AI for Security Vulnerability Research
    AI Made Code Cheap. Trust Did Not.

    AI Made Code Cheap. Trust Did Not.

    While code is abundant, assurance is scarce. The winners won't be the teams that generate the most code, it’ll be the teams that can prove it's safe.
    Apr 13, 2026
    AI for Security
    How Xint’s Predictable Pricing Solves the Token Burn Problem for AI in AppSec

    How Xint’s Predictable Pricing Solves the Token Burn Problem for AI in AppSec

    Linear increases in code are leading to exponential token burn increases. Xint's orchestration brings clear, predictable pricing.
    Apr 09, 2026
    AI for Security
    What are business logic vulnerabilities, and why are they so hard to catch?

    What are business logic vulnerabilities, and why are they so hard to catch?

    Even secure-looking code can hide dangerous flaws. Learn why business logic vulnerabilities are hard to detect and why most scanners miss them.
    Mar 05, 2026
    AI for Security
    Announcing Xint Code

    Announcing Xint Code

    Real Vulnerabilities. Actionable Results.
    Dec 15, 2025
    AI for SecurityProduct
    The Frontier Isn’t the Model: Why ‘Good Enough’ Reasoning + Scaffolding Is More Important

    The Frontier Isn’t the Model: Why ‘Good Enough’ Reasoning + Scaffolding Is More Important

    In this exclusive report, Xint researchers compare Mythos's publicly disclosed results versus what broadly available models can accomplish using advanced scaffolding
    Apr 16, 2026
    AI for Security Vulnerability Research
    AI Made Code Cheap. Trust Did Not.

    AI Made Code Cheap. Trust Did Not.

    While code is abundant, assurance is scarce. The winners won't be the teams that generate the most code, it’ll be the teams that can prove it's safe.
    Apr 13, 2026
    AI for Security
    How Xint’s Predictable Pricing Solves the Token Burn Problem for AI in AppSec

    How Xint’s Predictable Pricing Solves the Token Burn Problem for AI in AppSec

    Linear increases in code are leading to exponential token burn increases. Xint's orchestration brings clear, predictable pricing.
    Apr 09, 2026
    AI for Security
    What are business logic vulnerabilities, and why are they so hard to catch?

    What are business logic vulnerabilities, and why are they so hard to catch?

    Even secure-looking code can hide dangerous flaws. Learn why business logic vulnerabilities are hard to detect and why most scanners miss them.
    Mar 05, 2026
    AI for Security
    Announcing Xint Code

    Announcing Xint Code

    Real Vulnerabilities. Actionable Results.
    Dec 15, 2025
    AI for SecurityProduct
    AI Cyber Challenge and Theori's RoboDuck

    AI Cyber Challenge and Theori's RoboDuck

    An introduction to DARPA's AI Cyber Challnge and Theori's third place cyber reasoning system
    Aug 08, 2025
    CompetitionsAI for Security
    Building Effective LLM Agents | AI Cyber Challenge

    Building Effective LLM Agents | AI Cyber Challenge

    How we learned to build effective LLM agents for hacking at DARPA's AI Cyber Challenge (AIxCC)
    Aug 08, 2025
    AI for SecurityCompetitions

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