Ep201: Agentic AI - Business and Technical Trends with Olawale Oladehin
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著者:
AWS leader Olawale Oladehin breaks down the architectural patterns, flywheel dynamics, and human skills product teams need to win in the rapidly evolving agentic era.
Topics Include:
- AI represents the biggest product opportunity since the invention of cloud computing.
- Software companies are updating AI systems faster than ever before.
- Engineering team roles are fundamentally changing in the agentic era.
- OpenAI hit a $30B run rate in under three years.
- The economics of building software have permanently and radically changed.
- AI-native startups are reaching $100M revenue with fewer than 50 people.
- Your company's best product may not yet be on the roadmap.
- The biggest AI white spaces are automation, healthcare, sales, and finance.
- Disruption isn't the right frame — recalibration is.
- Existing customers, distribution, and domain expertise are structural advantages.
- Five differentiators: data, workflow depth, domain expertise, feedback loops, and trust.
- Every quarter of delay lets competitors complete their flywheel ahead of you.
- Six flagship AI models released in just 25 days recently.
- Open-weight models are rapidly closing the gap with frontier models.
- Model modularity is now essential — today's frontier is tomorrow's commodity.
- Durable truths matter more than chasing every new technology shift.
- Speed, integration depth, and compounding trust are enduring customer priorities.
- Agentic workloads consume 50K tokens versus 1–2K for simple chatbots.
- Multi-agent orchestration mirrors the shift from monoliths to microservices.
- Observability, guardrails, and compliance must be pulled up, not pushed down.
- Vertical specialization will consistently outperform horizontal scale over time.
- The World Economic Forum ranks AI literacy as the fastest-rising workforce skill.
- As automation grows, human skills like empathy and creativity matter more.
- AI is compressing the PM workflow from weeks of research to two hours.
- Culture, change leadership, and continuous learning are now competitive advantages.
Participants:
- Olawale Oladehin – Managing Director, NAMER Technology Segments, Amazon Web Services
See how Amazon Web Services gives you the freedom to migrate, innovate, and scale your software company at https://aws.amazon.com/isv/
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