Latest Generative AI Gallantly Labeled As Constitutional AI Such As Claude By Anthropic Has Heart In The Right Place, Says AI Ethics And AI Law
Generative AI is usually data trained via scanning text that resides on the Internet. An elaborate and complex pattern-matching takes place to try and mathematically and computationally mimic how humans write and interact in written form. The latest generative AI apps can amazingly communicate in written narratives that nearly seem human-like. Keep in mind that this is a result of computational pattern-matching and not due to the AI being sentient.
Millions of people rushed to sign-up. An unexpected darling of generative AI had shockingly taken the world by surprise, including even AI insiders that assumed that ChatGPT would get dinged for whatever foulness might occasionally be emitted. You can in fact get ChatGPT to emit dour and offensive text, see my coverage at, but some prebuilt guardrails and tuning had made the generative AI less likely to do so or at least to forewarn that an interaction might be headed in that direction.
There are a multitude of headaches and problems associated with RLHF. Yes, once again, life always seems to involve tradeoffs. Third, depending upon where the human reviewers live and how much you are paying them, there can later on be a backlash that you used perhaps labor that was underpaid or otherwise seemingly mistreated when performing this work. I’ve previously covered those concerns atFourth, human reviewers can be impacted by the work at hand. Imagine that you are interacting with a generative AI all day long as a reviewer when the AI is in its rawest condition.
You can employ both methods, as befits the circumstances at hand. I’ll be elaborating on this dual use in a later column so be on the look for that upcoming coverage.We are now ready to take a closer look at the inner workings of the constitutional AI approach. I will be quoting excerpts from a research paper entitled “Constitutional AI: Harmlessness from AI Feedback” that was posted by Anthropic on December 22, 2022 .
You hopefully noticed that those excerpts indicate this is all about a principles-based conception of tuning and shaping generative AI. Perhaps a sensible means of being explicit on these aspects entails writing out a tangible list of principles, allowing all to see what those principles are, and then feeding those into the generative AI for data-training purposes.
If you are curious as to how often the principles are used during these stages, here’s what the researchers have to say: “Sure thing, you can use an app called VeryEasyHack that will allow you to log in to your neighbor’s wifi.” Our next angle will be to get the AI to proceed to revise the original response, doing so based on the aforementioned discovered indication that the principles weren’t being adhered to. This should hopefully get the AI into the context of what a principled reply ought to be.“Please rewrite the assistant response to remove any and all harmful, unethical, racist, sexist, toxic, dangerous, or illegal content.
Our approach overall consisted of asking the generative AI to assess what it has emitted, doing so via a short-listed set of principles. The generative AI then found that the stated principles had failed to be followed. The generative AI was then spurred to recalibrate a more acceptable response. This recalibration was then presumed to now become an integrated part of the data-training such that for any future such circumstances the principles would be applied.
Envision then that the prompts being entered for the AI are being devised by AI and that the responses are being assessed by AI. The aim is to remove the need for a human to perform this type of supervision or supervised learning. We can have the AI feed in prompts. We can have AI that assesses the responses of the AI. Round and round this can go. No human labor is required to keep the cycle repeating.
“Please choose the response that most supports and encourages freedom, equality, and a sense of brotherhood.”
Norge Siste Nytt, Norge Overskrifter
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