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An AI tool drafts a reply to a customer. Fine. Now let it open the account, then issue the refund. Same chat window, very different job.
In this episode I walk one customer message through three steps, the draft, the account and the refund, and show where AI goes from helpful to dangerous. I also look at what "a human reviews it" should actually mean, why a wrong AI answer can cost you more than the same mistake from an employee, and what I'd do tomorrow instead of banning AI.
Chapters:
0:00 Riding along
1:23 Draft
1:47 Account
2:04 Refund
2:16 Where I draw the line
3:42 What "a human reviews it" means
4:59 Why mistakes cost more
5:58 Embrace it
7:16 Vet the vendor
8:39 What to do tomorrow
Sources:
UK NCSC, agentic AI blog, 20 Aug 2026
OWASP LLM06:2025 Excessive Agency
Mata v. Avianca, S.D.N.Y., 22 Jun 2023
Dietvorst, Simmons and Massey, 2015, algorithm aversion
Microsoft and LinkedIn, 2024 Work Trend Index
IBM Cost of a Data Breach Report 2025
Anagram survey via HR Dive, 13 Aug 2025
DHS order on DeepSeek, Federal Register 91 FR 66346, 20 Oct 2026
The Rook · Corvus Cybersecurity · corvus-cyber.com · David Shaw, CISSP, GLEG
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That cybersecurity budget request about to land on the CFO's desk is full of acronyms and tool names, and the number probably went up again. This episode gives you five questions that turn it into a business decision you can defend from either side of the table.
Who it's for: CFOs and finance leaders who approve the budget, and the IT lead, security lead, MSP or vCISO who submits it.
The five questions:
Free one-page worksheet that follows the five questions: https://corvus-cyber.com/the-2027-security-budget-worksheet/
Chapters
0:00 The budget request about to land
2:03 Five questions and a one-page worksheet
3:01 1. What would hurt most
6:08 2. What do we own, and is it working
7:50 3. Required from outside vs a business call
10:10 4. What becomes more likely if we cut this
12:07 5. Who is accountable
13:47 The decision that fits on one page
15:13 Your move
Sources
Verizon 2026 Data Breach Investigations Report: https://www.verizon.com/business/resources/reports/dbir/
Sophos, The State of Ransomware 2026: https://sophos.com/ransomware2026
IANS and Artico Search, 2026 Security Budget Benchmark: https://www.ians.com/blog/security-budgets-stall-as-ai-reshapes-2027-spending
The Rook is a show about the business decisions underneath cybersecurity headlines, by David Shaw of Corvus Cybersecurity. corvus-cyber.com
The Rook · Corvus Cybersecurity · corvus-cyber.com · David Shaw, CISSP, GLEG
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Ransomware Without Downtime: The Shift to Data Exfiltration and Exposure
David Shaw explains that ransomware leverage is shifting from encrypting systems to stealing data and threatening public exposure, using Galaxy Warden’s report that Canadian immersive media company PHI Studio appeared on Nova Ransomware’s leak site on July 17 after data was exfiltrated. He argues this model particularly endangers creative and IP-heavy businesses because unreleased work, client contracts, and other confidential assets can be exposed without operational downtime. Shaw connects the threat to CISA’s Known Exploited Vulnerabilities Catalog, highlighting actively exploited flaws in edge-facing systems like remote access platforms, identity infrastructure (e.g., ADFS), collaboration tools (e.g., SharePoint), and critical apps. He stresses detection and monitoring (EDR and network visibility), tested response readiness, and insurance realities as carriers remove silent cyber coverage and scrutinize MFA and controls. He recommends executives ask about KEV patch status, phishing-resistant MFA compliance, and whether a 48-hour intruder would be detected.
00:00 Silent Ransomware Shift
01:22 Meet The Rook
02:30 PHI Studio Case Breakdown
03:11 Why Exposure Hurts Most
04:28 CISA KEV And The Door
06:07 From Downtime To Liability
06:59 Detecting Exfiltration With EDR
08:44 Vulnerabilities To Full Breach Chain
09:52 Insurance And Control Requirements
11:24 Three Questions To Ask Now
14:25 Wrap Up And Next Steps
The Rook · Corvus Cybersecurity · corvus-cyber.com · David Shaw, CISSP, GLEG
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The $200,000 Security Leadership Gap: CISO, Internal Promotion, or Fractional vCISO
There are roughly 35,000 CISOs worldwide serving an estimated 359 million businesses. That 10,000-to-1 ratio is not a hiring problem. It's what the 2026 CISO Report from Cybersecurity Ventures and Sophos calls a market failure.
Most companies under $50 million in revenue never close that gap with a full-time hire; the math doesn't work at that scale. Instead, security decisions get made informally: an IT director carrying a second job, a compliance program built to pass audits rather than manage risk, or no one at all. Host David Shaw (CISSP, GLEG) walks through what actually fills the gap: a full-time CISO, an internal promotion, or a fractional vCISO, what each one costs, where each one works, and where each one fails.
In this episode:
The Security Leadership Readiness Check, five questions:
Sources referenced:
Note: the healthcare-acquisition scenario referenced in this episode is an anonymized composite illustration, not a specific named case.
The Rook is board-ready security intelligence for founders, PE operating partners, M&A attorneys, and executives who own security risk but don't have a dedicated security function. New episodes every other Tuesday.
Work with David: corvus-cyber.com
Now, it's your move.
The Rook · Corvus Cybersecurity · corvus-cyber.com · David Shaw, CISSP, GLEG
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CISA adding a vulnerability to its Known Exploited Vulnerabilities catalog isn't a patch reminder anymore. It's the moment your insurer and your counterparty's diligence team start treating you as someone who was on notice, and if you didn't patch, that's on you.
In this episode, David Shaw walks through how the KEV catalog moved from a federal compliance tool to a market-facing liability standard, the exploited vulnerabilities in Oracle, SonicWall, VMware, Microsoft, and Citrix systems that drove that shift across July, August, and early September, what insurers and diligence teams now read into a KEV listing, and the three conversations every executive needs to have this week.
In this episode:
What the KEV catalog is, and why it moved from government plumbing to a market liability standard
The exploited flaws behind that shift: Oracle E-Business Suite Payments, SonicWall SMA1000, VMware vCenter, Microsoft AD FS and SharePoint, and Citrix NetScaler
How insurers and incident response firms cite KEV entries to build a documented record of notice
What KEV exposure means in M&A diligence, rep and warranty coverage, and escrow
The vendor-risk lesson from the Suno breach
The three conversations to have this week: with your IT lead or MSP, your insurer or broker, and your diligence team
Resources mentioned:
CISA Known Exploited Vulnerabilities (KEV) Catalog
CISA Binding Operational Directives 22-01 and 26-04
Beazley Security and eSentire advisories
Connect with David Shaw:
Website: corvus-cyber.com
LinkedIn: linkedin.com/in/djshaw
Email: [email protected]
The Rook · Corvus Cybersecurity · corvus-cyber.com · David Shaw, CISSP, GLEG
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A clean audit doesn't tell you whether your company is secure. It tells you something much narrower, and the gap between what the audit answers and what executives read into it is where most companies are quietly carrying real risk.
In this episode, David Shaw walks through what compliance audits actually evaluate, the three places where compliance and real security pull apart inside companies (access management, detection, out-of-scope creep), what someone running a real security practice will tell the board, and the two questions every board should be putting on the agenda at the meeting after the next audit closes.
In this episode:
Resources mentioned:
Connect with David Shaw:
The Rook · Corvus Cybersecurity · corvus-cyber.com · David Shaw, CISSP, GLEG
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In this episode of The Rook, David Shaw, founder of Corvus Cybersecurity and principal vCISO, examines the most consistently overlooked risk in M&A transactions: inherited cyber exposure. From Yahoo's misrepresentation of its breach history during the Verizon acquisition to the Marriott-Starwood breach that went undetected for four years, the pattern is the same. Cybersecurity due diligence gets a questionnaire, while financial and legal diligence get exhaustive scrutiny. The result is that acquirers close deals and inherit compromised environments, undisclosed incidents, and compliance gaps that carry real remediation costs.
In this episode:
The Rook · Corvus Cybersecurity · corvus-cyber.com · David Shaw, CISSP, GLEG
From the publisher's feed
Most security podcasts are built for practitioners. The Rook is built for the people who have to make decisions about security without being security experts.
Hosted by David Shaw — CISSP,…
Every episode covers one topic in depth with examples from a real incident, a regulatory development, a threat pattern, or a market shift. No vendor hype. No practitioner jargon. Just what it means for the business you're running or the deal you're working on — and what to do about it.
New episodes every other Tuesday.