
Three signals from Dreamforce 2026: agents are turning from features into job roles, the choice of foundation model matters less and less, and Siemens now lets AI handle 100% of inbound inquiries. OakMega's CEO breaks down how AI CRM is rewriting customer acquisition for B2B and manufacturing, and how much you should let go of in 2027.
Porsche TsaiCEO
Claude Sonnet 5's price cut is erasing the AI capability barrier, but the gap between AI and real business workflows hasn't moved. OakMega's FDE service is already helping Taiwanese companies weld AI into their LINE customer communication. Here's why the tool isn't the point — implementation is.
Porsche TsaiCEO
Gemini Intelligence can now silently filter LINE push messages across apps, and image-only messages are an information black hole to AI. Learn how to make your LINE marketing AI-friendly with Flex Message and capture the conversion upside first.
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In 2026, CRM has entered the era of autonomous AI agents. This guide breaks down Adobe AICX, HubSpot Breeze's outcome-based pricing, and how OakMega's LINE-native CRM differs, with a decision framework for businesses in Taiwan.
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Harness Engineering is the systems-engineering discipline of designing task boundaries, tool permissions, and collaboration architecture for AI agents, so they can carry out multi-step tasks autonomously within a controlled framework. This article walks through its three stages of evolution, real enterprise results (Rakuten cut delivery cycles by 79%, TELUS saved 500,000 hours), and how OakMega uses 100+ agents to boost efficiency fivefold.
Porsche TsaiCEO
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.
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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.
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At GTC 2026, Jensen Huang compared OpenClaw to Linux, called it the most successful open-source project in history, and launched the enterprise edition NemoClaw with its creator. What is this wave of agentic AI actually changing? A senior OakMega engineer explains, from the front lines of development, how the “little lobster” gets AI to actually do the work.
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Notion CEO Ivan Zhao uses steel, the steam engine, and infinite minds as metaphors to show how AI is reshaping individual work, organizational structure, and the knowledge economy as a whole. From bicycles to cars, from Florence to Tokyo, this is not just a tech upgrade but a civilization-scale redesign. Plus an editor's take on how companies can move beyond “swapping the waterwheel.”
Porsche TsaiCEO
The Agentic AI Foundation (AAIF) is here, and in a rare move, OpenAI, Google, Anthropic and other tech giants have joined forces to build open-source standards for agentic AI. This piece unpacks why AAIF was formed, its core projects, and what it means for the future AI ecosystem.
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