Humaun Kabir

Author profile

Humaun Kabir

Humaun Kabir is a technology writer and editor at No Task Left. He researches practical ways people and organizations can use AI, software, automation, cybersecurity, and digital tools, with an emphasis on primary sources, clear limitations, and actionable guidance.

49 posts Technology writer and editor

Writes About

Artificial intelligenceSoftwareAutomationCybersecurityDigital productivity

Expertise and experience

Writes practical explainers about artificial intelligence, software, automation, security, and digital work.

Researches and publishes technology guidance for No Task Left and works with software products in the Mohuls ecosystem.

How this author works

Starts with the reader's question, checks important claims against primary or authoritative sources, tests practical steps where possible, and updates material errors transparently.

Disclosure

Professional and product relationships that are relevant to an article are disclosed in the article or on this profile.

The Voice of Sovereign Systems

The AI Audit: How US Businesses are Implementing ‘Verification Wrappers’ to Avoid Multi-Million Dollar Lawsuits.

In 2026, the 'honeymoon phase' of Generative AI is officially over. As US and UK enterprises face a new wave of multi-million dollar 'hallucination lawsuits,' a raw API connection to an LLM is no longer a tool—it’s a liability. This 5,000-word deep dive explores the rise of Verification Wrappers: the sophisticated, 'Zero-Trust' architectural layers that audit AI outputs in real-time. From the desks of Chief Trust Officers to the mandates of Lloyds of London, discover why building an 'Auditor-in-the-Loop' is the only way to safeguard your brand’s fiscal future and legal integrity in the age of autonomous agents.

Humaun Kabir 9 min read
A digital image showcasing the theme of Artificial Intelligence and Ethics, featuring a balance scale with AI and humanity icons, symbolizing the responsibility of innovation.

Artificial Intelligence and Ethics: Balancing Innovation and Responsibility

Artificial Intelligence offers immense benefits, but raises critical ethical questions. This blog examines bias, transparency, privacy, safety, and accountability in AI, reviews major ethics frameworks (OECD, UNESCO, EU, IEEE), highlights case studies of AI gone wrong, compares global regulations (EU, US, China, UK, India), and provides a practical checklist for responsible AI governance.

Humaun Kabir 16 min read