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Explore practical frameworks, expert toolkits, podcast discussions and research paper summaries designed for modern professionals and technology leaders.

Latest Achieve Frameworks

How agentic AI systems are reshaping the enterprise attack surface
AI Security

How agentic AI systems are reshaping the enterprise attack surface

May 06, 2026

How agentic AI systems are reshaping the enterprise attack surface

As autonomous agents gain persistent memory and tool access, the threat model fundamentally changes. Here's what security teams must prepare for.

LW
Lewis Walker
The EU AI Act's privacy implication: A practical breakdown
Privacy

The EU AI Act's privacy implication: A practical breakdown

May 03, 2026

The EU AI Act's privacy implication: A practical breakdown

Beyond compliance checkboxes — what the regulation actually requires from data teams building AI pipelines.

LW
Lewis Walker
Zero-trust in the age of LLMs: rethinking perimeter assumptions
Cybersecurity

Zero-trust in the age of LLMs: rethinking perimeter assumptions

May 01, 2026

Zero-trust in the age of LLMs: rethinking perimeter assumptions

Language models break classical authentication assumptions. This is how the industry is responding.

LW
Lewis Walker

Research Paper Summaries

Key ideas from important cybersecurity, privacy, and AI research papers simplified into practical takeaways.

Summaries Podcasts

AI Security

arXiv:2405.0234

May 05, 2026
Securing LLM Production Pipelines at Scale

A deep dive into adversarial attacks and mitigation strategies for enterprise AI deployments. Covers prompt injection, model poisoning, and inference-time defences.

LW
Lewis Walker
Embodied AI

ICRA 2026

March 25, 2026
Safety Verification for Autonomous Robotic Systems Using LLMs

Novel formal methods approach to verifying safety constraints in LLM-controlled robotic systems across 8 real-world scenarios.

LW
Lewis Walker
Cybersecurity

NDSS 2026

March 18, 2026
Post-Quantum Key Exchange in Real-World TLS Deployments

First large-scale study of post-quantum cryptography migration challenges. Performance overhead analysis across 200 enterprise networks.

LW
Lewis Walker

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