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Does legal AI actually reduce human error, or does it concentrate it? A lawyer/attorney who doesn't think will misuse AI. But would they have done meaningfully better before? The difference: before, an error stayed local. With an AI playbook deployed across thousands of contracts (including with leading solutions like Harvey, Legora or Spellbook for instance), a design flaw no longer hits one deal. It hits your entire legal infrastructure at once. Cybersecurity has documented this mechanism for years. So has finance (ISDA, 2008). Law is not immune. I published a full analysis of this in The Legal Technologist including concrete conditions for standardisation to remain governed, not just inherited. Link in the comments. Would love to hear your take — especially from in-house counsel, outside counsels and CTOs.

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The coffee that broke the rules (and why going viral won’t get you  leads for your cybersecurity company) A former client of mine went viral earlier this year for something completely unexpected. She's a photographer and digital nomad, and she was staying at a hotel where the lobby coffee machine was unplugged. Instead of asking the hotel staff for permission, which she knew would be denied, she just plugged it back in and made herself a cup of coffee. She posted about it, and it was shared. Some people called her a rebel, and suddenly she was doing TV and radio interviews about the incident. It was hard to miss on my feed, but what really caught my attention was that, afterward, when I searched for her work, the viral post didn't help at all. The people who search for "travel or event photographer" never saw it. The algorithm showed it to people who thought rule-breaking was daring, disrespectful, or brave, not to people who needed her services. I see cybersecurity founders falling into the same trap. They'll post something clever that gets tons of engagement, such as a controversial take on return-to-office policies or their thoughts on the latest marketing automation trend. Great numbers, lots of comments. –But the legal teams dealing with GDPR compliance? –Are cyber risk officers worried about incident response? They're not necessarily seeing those posts. My client got famous for a week. But she didn't get booked for any photo shoots. The takeaway: –Viral content gets you likes.  –Targeted content gets you leads. If you're ready to focus on reaching the decision-makers who actually are relevant to your cybersecurity solutions, DM me "rebel" for a free LinkedIn audit.

DM me "rebel" for a free LinkedIn audit.

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The Free Claude AI Finance Course (15 resources to master Claude in 2026) 👉 Comment "CLAUDE COURSE" and I will send it to you I am limiting access to the first 100 comments so make sure to be quick This is the most complete free Claude resource I have ever put together And it is worth $1,000+ in saved training time Most finance pros are using ChatGPT or Copilot But Claude is quietly becoming the tool of choice for serious financial work Cell-level citations in Excel Projects that keep your context clean per client Cowork mode for long-running tasks Extended thinking for complex scenario planning That is why I built this free course A curated path from beginner to advanced with 15 of my best Claude resources for finance Inside the course, you will find: 1. Top 100 Claude Tips 2. Claude Sonnet 4.6 deep-dive 3. Claude Opus 4.6 deep-dive 4. Claude in Excel: Build Financial Models 5. Claude for Finance: 4 Power Moves 6. Claude Voice Mode 7. 5 BEST Ways to Use AI in Excel (Video) 8. How to Master Claude in Excel 9. Claude Finance Playbook 10. Claude is in PowerPoint 11. AI Blueprint 2026 ft. Shawn Kanungo (Video) 12. How to Use Claude as a Finance Pro (Video) 13. Claude Cowork 14. How This CFO Saves 2+ Hours/Day (Video) 15. Claude's Free-Tier Features I have seen finance teams spend weeks trying to figure out Claude on their own Watching random tutorials Testing prompts that go nowhere Getting mediocre results That is because no one gave them a structured starting point This course is the shortcut I wish every finance team had on day one 👉 Comment "CLAUDE COURSE" if you want the link to access this free course Bonus: you will also get a free seat to my AI Finance Masterclass ♻️ Repost to help a finance pro who wants to get serious about Claude

👉 Comment "CLAUDE COURSE" if you want the link to access this free course

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