LLMs are no longer static text generators—they plan, act, and collaborate. Yet most benchmarks still test them as if they were calculators. This blog from...
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AI Agents – Brief History
Overview AI agents are software systems that use artificial intelligence techniques to perceive information, reason about it, and take actions toward a goal. According to...
Read MoreThe AI Gap is Widening. Here’s How SMEs Can Cross It.
Generative AI represents the biggest productivity leap in decades—but most Finnish SMEs aren’t using it. The “Aiming for Productivity?” project reveals that 60% of small...
Read MoreVibe Coding vs Agentic Swarm Coding: Which Paradigm Will Shape the Future of Development?
AI has changed the way we code — from human-led “vibe” sessions with single assistants to fully autonomous swarms of coding agents. This post explores...
Read MoreChatGPT Just Got Company Knowledge – Is RAG Dead or Just on Vacation?
ChatGPT’s new enterprise feature gives it direct access to your company’s knowledge—Slack, Confluence, Google Drive, and GitHub—without custom RAG setups. But does this mean RAG...
Read MoreHarnessing AI through University Studies in South Ostrobothnia
The pace of AI advances is staggering – even we researchers struggle to stay fully up to date. Yet the AI transformation is no longer...
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