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From Intent to Evidence: Proving Fairness in an AI-Driven Workplace
Many organizations are still in the honeymoon phase of their AI journey. It’s the stage where automation feels exciting, harmless, and experimental. Policies lag behind, and risks seem distant. But that comfort zone is short-lived. As AI tools become embedded in hiring, evaluation, and grievance management, the absence of clear legal and ethical boundaries will no longer be seen as innovation, it will be seen as negligence. This will soon become a critical compliance factor f
3 min read


Franchise Fallout: What the GNC–LAC Case Reveals About Contract Governance
Contracts are meant to offer certainty, yet in the real world, even the most meticulously drafted ones can unravel under pressure. The recent Seatrium case, involving the termination of a US$475 million offshore wind vessel contract, highlights how quickly a commercial success story can turn into a liability headline.
2 min read


⚖️ When the Fine Print Meets Reality - The Seatrium Contract Fallout
Contracts are meant to offer certainty, yet in the real world, even the most meticulously drafted ones can unravel under pressure. The recent Seatrium case, involving the termination of a US$475 million offshore wind vessel contract, highlights how quickly a commercial success story can turn into a liability headline.
2 min read


An AI Error, a Refund and a Lesson to Remind Us All
When Deloitte agreed to refund the Australian government for a report that contained AI-generated errors, it raised a question that goes...
3 min read
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