AI Knowhow Lessons Learned from 30 Days of Company-Wide AI
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Jun 23, 2025 Ardy Tripathy, AI lead at OpsCanvas, discusses the transformative impact of providing company-wide access to AI tools like ChatGPT. He shares insights on eliminating 'zombie resources' in cloud infrastructure, enhancing visibility, and streamlining CI/CD pipelines. The conversation emphasizes the importance of structured rollouts and practical tips for CEOs to manage AI experimentation effectively. With a mix of optimism and caution, the speakers highlight how AI can drive productivity and innovation while navigating its challenges.
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LLMs Need Human Oversight
- Large language models (LLMs) struggle with complex reasoning, as they often fail at tasks requiring detailed logic.
- Human oversight remains crucial because AI models falter without proper context and when facing novel problems.
Knownwell's Company-Wide ChatGPT Rollout
- Knownwell gave every employee the paid ChatGPT license after months of experimentation with multiple AI tools.
- The decision stemmed from observing varying comfort levels and increasing demand during their company retreat.
Adopt Team Subscriptions for Security
- Use team subscriptions to centralize management, security, and control over AI usage.
- Enterprise models protect data and empower employees to use AI confidently and openly.