ALTK‑Evolve: On‑the‑Job Learning for AI Agents

# ALTK-Evolve: AI Agents That Learn While Working Researchers have developed a way for AI agents to improve at their jobs through experience, similar to how humans get better at tasks the more they do them. Instead of needing to be retrained from scratch, these AI systems can now learn from real work situations and adapt their behavior on the fly. This could make AI assistants more useful over time since they'll get smarter at handling your specific needs and challenges.