Inside OakMega | When Every Candidate Uses AI on the Take-Home, How Does OakMega Tell Who Really Knows Their Stuff?
2026-07-15

Inside OakMega | When Every Candidate Uses AI on the Take-Home, How Does OakMega Tell Who Really Knows Their Stuff?

OakMega’s interview assignments assume you’ll use AI. What matters isn’t whether you can use it, but whether you understand what you’re using. The real interview starts after you submit: we ask you to walk us through how you solved it, and we look for three things — can you explain your decisions, do you question AI’s output, and did you truly step into the business scenario.

Irene ChaoExecutive Assistant
Claude for Small Business Explained: How AI Agents Are Becoming the Operating System Layer for Taiwanese Enterprises
2026-05-26

Claude for Small Business Explained: How AI Agents Are Becoming the Operating System Layer for Taiwanese Enterprises

Anthropic’s Claude for Small Business connects to 20+ tools, including HubSpot and QuickBooks, so AI can execute business tasks directly. Learn the three hurdles Taiwanese companies must clear before adopting AI automation—data governance, on-premise integration, and security compliance—and why the LINE ecosystem gives local platforms in Taiwan a lasting moat.

MarketingTeam
Claude Managed Agents Is Here: Enterprise AI Agent Deployment Shrinks from Months to Days, 10x Faster
2026-04-10

Claude Managed Agents Is Here: Enterprise AI Agent Deployment Shrinks from Months to Days, 10x Faster

On April 8, 2026, Anthropic launched Claude Managed Agents in public beta, offering a complete cloud infrastructure with sandboxed execution, Vault, long-running sessions, and multi-agent coordination. Enterprise AI agent deployment now takes days instead of months, a 10x speedup.

MarketingTeam
Why Did OpenAI Shut Down Sora? $15M a Day in Burn, 1% Retention, and the Harsh Reality of Monetizing AI Video
2026-03-30

Why Did OpenAI Shut Down Sora? $15M a Day in Burn, 1% Retention, and the Harsh Reality of Monetizing AI Video

OpenAI shut down its Sora video generation tool on March 25, 2026, mainly because the economics never worked: inference compute cost as much as $15 million a day, lifetime in-app revenue totaled only about $2.1 million, and 30-day user retention was just 1%. OpenAI is also trimming loss-making businesses ahead of a planned IPO in late 2026 and faces legal pressure from Hollywood over copyright and deepfakes. Sora's shutdown marks a major turning point as the AI industry shifts from visual generation to Agentic AI that executes work.

MarketingTeam
The MCP Era Is Here: When Enterprise Systems Come “Alive” | CEO Insights
2025-11-12

The MCP Era Is Here: When Enterprise Systems Come “Alive” | CEO Insights

Every enterprise will need MCP to make its existing systems AI-native—able to analyze, decide, and act on their own. In the US, many companies outsource to AI consultants, with Forward Deployed Engineers handling the entire AI upgrade end to end.

Porsche TsaiCEO
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