Niels Berglund

Week 27, 2025 discoveries: a fundamental transformation in AI systems; we're witnessing the emergence of truly autonomous agents that think, plan, and execute independently rather than simply responding to human prompts. From Claude Code's 'terminal intelligence' and SPIRAL's breakthrough in game-based reasoning development to Flink Agents' production-ready enterprise infrastructure, these developments converge on a profound insight: intelligence emerges more naturally from environmental challenges that force systematic thinking rather than sophisticated human oversight. We're moving toward AI ecosystems that continuously push their own boundaries through self-generated curricula, marking the dawn of genuinely autonomous AI systems.