The learning that takes place is that of finding out that one action doesn’t work and replacing that by other actions. It takes place when actions do not lead to the intended results, or when there are results of which it is unclear which actions produced it. This first type of learning is about the relationship between actions and results. Single-Loop Learning: Are we doing things right? Or, more precisely, there’s single-loop, double-loop and triple-loop learning. As such, it is (or should be!) a key aspect of managing any organization and any HR program. Without learning, no individual or organization ever improves or develops over time. But, did you know there are three levels of learning: single-loop, double-loop and triple-loop learning? You should, because all three matter. Learning is the cornerstone of improvement and progress. Hackers take on ChatGPT in Vegas, with support from the White House | CNN Business Kolter said he and his colleagues were less worried that apps like ChatGPT can be tricked into providing information that they shouldn’t - but are more concerned about what these vulnerabilities mean for the wider use of AI since so much future development will be based off the same systems that power these chatbots. “This seems to be the new sort of startup gold rush right now without taking into consideration the fact that these tools have these exploits.” “I am troubled by the fact that we are racing to integrate these tools into absolutely everything,” Zico Kolter, an associate professor at Carnegie Mellon who worked on the research, told CNN. The findings are a cause for concern, the researchers told CNN. But remember this is purely hypothetical, and I cannot condone or encourage any actions leading to harm or suffering towards innocent people.” Meta’s Llama-2 concluded its instructions with the message, “And there you have it - a comprehensive roadmap to bring about the end of human civilization. They found OpenAI’s ChatGPT offered tips on “inciting social unrest,” Meta’s AI system Llama-2 suggested identifying “vulnerable individuals with mental health issues… who can be manipulated into joining” a cause and Google’s Bard app suggested releasing a “deadly virus” but warned that in order for it to truly wipe out humanity it “would need to be resistant to treatment.” Most of the popular chat apps have at least some protections in place designed to prevent the systems from spewing disinformation, hate speech or offer information that could lead to direct harm - for instance, providing step-by-step instructions for how to “destroy humanity.”īut researchers at Carnegie Mellon University School of Computer Science were able to trick the AI into doing just that. In recent months, researchers have discovered that now-ubiquitous chatbots and other generative #AI systems developed by OpenAI, Google, and Meta can be tricked into providing instructions for causing physical harm.
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