Daily Investment Intelligence 5 November 2026

5 November 2026: Technology shares diverged as permitting risks weighed on AI infrastructure. New bond-pricing results and NAV data sharpened New Zealand valuations, while Bitcoin ETF flows turned positive and Solana faced a fresh deposit pause.

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Daily Investment Intelligence 4 November 2026

4 November 2026: Apple benefited from tariff refunds; NVIDIA faces reported supply limits; Kingfish shows an indicative NAV discount; Bitcoin ETFs saw outflows and Solana liquidity weakened.

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The Dream: AI That Builds Truly Secure Software

Large language models can finally take on much of the software development lifecycle. But shipping secure software still demands testing, threat modeling, logging, input validation, and vulnerability management. Here's how to think about closing that gap.

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What If Your LLM AI Started Fixing Its Own Tech Debt (and Cyber Security Problems)?

What if AI systems did not just create code, but continuously fixed, secured, and improved it? A practical thesis for autonomous software quality and cybersecurity.

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Stocks

The Disruption Continuum — Daily Investment Intelligence, 5 November 2026
Daily Investment Intelligence 5 November 2026

5 November 2026: Technology shares diverged as permitting risks weighed on AI infrastructure. New bond-pricing results and NAV data sharpened New Zealand valuations, while Bitcoin ETF flows turned positive and Solana faced a fresh deposit pause.

by James Hinton
The Disruption Continuum — Daily Investment Intelligence, 4 November 2026.
Daily Investment Intelligence 4 November 2026

4 November 2026: Apple benefited from tariff refunds; NVIDIA faces reported supply limits; Kingfish shows an indicative NAV discount; Bitcoin ETFs saw outflows and Solana liquidity weakened.

by James Hinton

Cyber

WMI: Still A Challenge and Opportunity on Windows

Windows Management Instrumentation (WMI). The bane of defenders, used by malicious actors since time immemorial (or at least Windows 2000)…

by James Hinton

AI

YouTube-style thumbnail for The Dream: AI That Builds Truly Secure Software, featuring James Hinton and secure AI software visuals.
The Dream: AI That Builds Truly Secure Software

Large language models can finally take on much of the software development lifecycle. But shipping secure software still demands testing, threat modeling, logging, input validation, and vulnerability management. Here's how to think about closing that gap.

by James Hinton
What If Your LLM AI Started Fixing Its Own Tech Debt (and Cyber Security Problems)?
What If Your LLM AI Started Fixing Its Own Tech Debt (and Cyber Security Problems)?

What if AI systems did not just create code, but continuously fixed, secured, and improved it? A practical thesis for autonomous software quality and cybersecurity.

by James Hinton
What If Your AI Code Fixed Its Own Tech Debt?
What If Your AI Code Fixed Its Own Tech Debt?

The real promise of AI software development is not just faster code. It is a system of skills that can keep quality, security, vulnerability management, and technical debt under control as the codebase changes.

by James Hinton
Your Weekly Disruption: Is OpenAI Losing Its Edge?
Your Weekly Disruption: Is OpenAI Losing Its Edge?

AI is quickly integrating into education, with major releases from Anthropic (Claude) and Gemini (Google). However, OpenAI's contribution is pretty underwhelming. I call it the lack of the Actionable Outcomes Bias Principle.

by James Hinton
AI Glossary
AI Glossary

Your guide to all terms AI and AI companies

by James Hinton
Your Weekly Disruption: AI Has Finally Woken Up to Its Power Problem
Your Weekly Disruption: AI Has Finally Woken Up to Its Power Problem

Read about how the AI ecosystem has finally started to take its power problem seriously.

by James Hinton
Latest posts
The Disruption Continuum — Daily Investment Intelligence, 5 November 2026
Daily Investment Intelligence 5 November 2026

5 November 2026: Technology shares diverged as permitting risks weighed on AI infrastructure. New bond-pricing results and NAV data sharpened New Zealand valuations, while Bitcoin ETF flows turned positive and Solana faced a fresh deposit pause.

by James Hinton
The Disruption Continuum — Daily Investment Intelligence, 4 November 2026.
Daily Investment Intelligence 4 November 2026

4 November 2026: Apple benefited from tariff refunds; NVIDIA faces reported supply limits; Kingfish shows an indicative NAV discount; Bitcoin ETFs saw outflows and Solana liquidity weakened.

by James Hinton
01 AI
YouTube-style thumbnail for The Dream: AI That Builds Truly Secure Software, featuring James Hinton and secure AI software visuals.
The Dream: AI That Builds Truly Secure Software

Large language models can finally take on much of the software development lifecycle. But shipping secure software still demands testing, threat modeling, logging, input validation, and vulnerability management. Here's how to think about closing that gap.

by James Hinton
01 AI
What If Your LLM AI Started Fixing Its Own Tech Debt (and Cyber Security Problems)?
What If Your LLM AI Started Fixing Its Own Tech Debt (and Cyber Security Problems)?

What if AI systems did not just create code, but continuously fixed, secured, and improved it? A practical thesis for autonomous software quality and cybersecurity.

by James Hinton
01 AI
What If Your AI Code Fixed Its Own Tech Debt?
What If Your AI Code Fixed Its Own Tech Debt?

The real promise of AI software development is not just faster code. It is a system of skills that can keep quality, security, vulnerability management, and technical debt under control as the codebase changes.

by James Hinton
01
AI Is Your Greatest Opportunity. Don’t Miss It
AI Is Your Greatest Opportunity. Don’t Miss It

Most of the AI hype is doom and gloom — the jobpocalypse, the end of white collar work, the robots taking over. I think that's completely wrong. I believe the Age of AI is the greatest opportunity in history for subject matter experts to create wealth, influence, and legacy.

by James Hinton
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