The VITI Security Blog
Practical writing on managed IT + cybersecurity.
By the engineers doing the work - not a marketing team summarizing it. We write when we have something to say, not when the calendar says we should.
Fable 5 vs Cybersecurity Experts: Third-Party Security
Fable 5 is a capable AI assistant, but when it comes to assessing third-party security in the real world, human cybersecurity experts hold a clear edge - they own the outcome, carry accountability, and can act with authority on live systems.
Why AI vs Cybersecurity Experts Is No Contest on Legal Liability
AI tools are powerful, but they cannot sign an agreement, hold a certification, or stand behind a compliance report in court. Here is why human cybersecurity experts still own the liability question.
Fable 5 vs Cybersecurity Experts: Emulating a Specific Adversary
Fable 5 is a useful tool for adversary emulation research, but it cannot replace human experts who own the outcome, carry accountability, and act with authority on live systems.
AI vs Cybersecurity Experts: Digital Forensics and Reaching a Verdict
AI accelerates digital forensics, but when a verdict must be reached - legally, operationally, and under pressure - human cybersecurity experts carry the accountability AI cannot.
Why Fable 5 vs Cybersecurity Experts Is No Contest When Triaging a Cloud Misconfiguration
Fable 5 is a capable AI assistant, but when a cloud misconfiguration puts your data at risk, human experts still own the outcome. Here is why the gap matters.
Why AI vs Cybersecurity Experts Still Favors Humans in Secure Code Review
AI tools accelerate secure code review but cannot replace the judgement, accountability, and contextual reasoning that human cybersecurity experts bring to the table.
Fable 5 vs Cybersecurity Experts - Who Wins on False Positives?
Fable 5 can triage alerts faster than any analyst - but speed is not the same as judgment. Here is why human experts still own the false positive problem.
AI vs Cybersecurity Experts - Who Wins at Contextualising Threat Intelligence?
AI processes threat data fast, but contextualising threat intelligence requires human judgment, accountability, and knowledge of your specific environment. Here is why managed security experts still lead.
Why Fable 5 vs Cybersecurity Experts Still Favors Humans at the Board Table
Fable 5 is a capable AI assistant, but when it comes to communicating risk to the board, human cybersecurity experts still hold the advantage - because they own the outcome, carry accountability, and can act on what they say.