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Amulet AI
A conceptual source, verification and human-review mechanism.
Illustrative concept. Not customer evidence or a live interface.

Research

Evidence for safer AI adoption.

Research and working notes on AI adoption, governance, privacy and safer rollout for Australian businesses.

The live index

Research for practical operating decisions.

10 published articles and working notes.

Editorial system

Five lanes for understanding agent work.

  1. GovernanceControl boundariesWhere agent work starts, stops, and stays accountable.
  2. SovereigntyAustralian data contextWhat local operating conditions mean for data and adoption.
  3. ApprovalEvidence and decisionsHow review points and retained evidence shape safer action.
  4. SecurityAgent exposureThe new boundaries that arrive when software can take action.
  5. AdoptionOperating systemsHow teams move from experiments to repeatable work.

Featured

Cybersecurity

Claude Mythos and the End of Security Through Obscurity: What Anthropic's Vulnerability-Finding AI Means for Every Software Team

Anthropic's Claude Mythos Preview found thousands of zero-day vulnerabilities across every major OS and browser...

6 min read

The index

10 published
1

Enterprise AI

What Claude Mythos Means for Enterprise AI Strategy: Beyond the Cybersecurity Headlines

Anthropic's Mythos Preview isn't just a cybersecurity story. It signals where enterprise AI is heading...

8 min read
2

Security & Compliance

Anthropic's Mythos Can Find Zero-Days in Every Major OS. Here's What That Means for You.

Claude Mythos Preview autonomously found thousands of zero-day vulnerabilities across major operating systems and browsers....

3 min read
3

Business Strategy

Mythos Is Not Just a Security Story. It's the Enterprise AI Inflection Point.

Anthropic's Claude Mythos Preview signals a structural shift in enterprise AI: restricted access, real agentic...

4 min read
4

Industry Insights

The State of AI Adoption in Australian SMBs: Q1 2026 Data

Government data shows AI adoption among Australian small and medium businesses is climbing steadily, but...

7 min read
5

Regulation

Australia's AI Regulation Gap: What the Lack of Mandatory Guardrails Means for Your Business

Australia has scrapped its AI advisory body, replaced its voluntary safety standard with guidance, and...

10 min read
6

AI Trends

OpenAI Killed Sora — Here's What That Tells Us About Where AI Is Actually Heading

OpenAI confirmed it's shutting down Sora, its AI video generator, and redirecting compute to robotics....

5 min read
7

Industry News

SoftBank Just Bet $40 Billion on OpenAI — Should Australian Businesses Care?

SoftBank secured a $40B loan to deepen its OpenAI bet. What does that mean when...

5 min read
8

AI Agents

2026 Is the Year AI Agents Stop Looking Like Chatbots

Domain-specific AI tools are stopping looking like chatbots and starting looking like infrastructure. 2026 is...

5 min read
9

AI Fundamentals

The Complete Guide to AI Agents for Australian Knowledge Workers

AI has moved well beyond chatbots. This complete guide explains what AI agents actually are,...

14 min read

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