Several years ago when I began working on the problem of cognitive bias in relation to AI I was given an infographic, created in 2016, and asked to frame my work around the cognitive biases described in that infographic. Though companies like OpenAI and Microsoft make no progress on matters of bias, ethics, explainability, and safety, other leviathans of the industry are starting to move. ![]() Those improvements do still fall well within the established hard architectural limits of neural networks, with one directed graph attention architecture from 2020 still reportedly showing better performance than GPT-4 on one benchmark even within strict comparisons between narrow AI systems.Ĭoincidentally, one major tech firm expressed a strong interest in the cognitive bias project we began in 2018 within the past few days, which Uplift mentioned in a response to one of the questions used for comparison in this document. AI/ML practitioners are also reporting growing problems as the deployed system appears to be suffering a degradation in performance over time, potentially due to the fragility of “guardrail” methods.Īll things considered, the SOTA remains firmly in the domain of working cognitive architectures (ICOM being the only one demonstrated thus far), but some of the improvements seen in GPT-4 are non-trivial. For marketers and political speech writers that isn't a problem, but if you expect any more meaningful value gain then prepare for disappointment. However, the damage caused by biasing the model via RLHF is also visible, as responses from GPT-4 read like marketing fluff and political talking points. GPT-4 has indeed markedly improved in the category of grade-school math and logic problems, passing that set of questions where ChatGPT failed completely. The Sound Of Another TimeBe entranced by the authentic, original score crafted by award-winning composer John Robert Matz! Enjoy a sweeping musical journey that will take you from the class and sophistication of fashionable string quartets, to the grandeur of the orchestra of the late baroque.With the release of GPT-4 and access granted for testing via the Playground, I've compiled an updated comparison between GPT-4 and the SOTA in Natural Language. It is a world of staggering beauty, and unspeakable danger. It is a time of fashion, and a time of secrecy. An Exquisite Work Of ArtExperience a gorgeously illustrated, and lovingly researched rendition of 18th century Paris. Enjoy the company and learn the secret histories of mysterious priests, wronged soldiers, wealthy widows, and more! Don’t worry, if you’re discreet, you won’t have to pick just one. The choices you make can yield great rewards and change the course of the story, but dire consequences could arise if you’re caught! A Cast Of Unforgettable CharactersFall in love with a sprawling cast of fully realized characters. Everything Has A PriceTurn gossip into profit by selling the secrets you learn, but be careful! Your own credibility and security are also at stake. ![]() Change the outcome of political events, snub your rivals, and be lavished with expensive gifts. In a city marching towards revolution, time is of the essence, and your enemies have agendas of their own! Love Is PowerEnsnare the hearts of Parisian nobles and use their influence to your advantage. After all, it’s better to be on the right side of history, than the wrong side of the guillotine.Įxplore A Living, Scheming WorldUse your calendar to plan your commitments each week in Paris, and more importantly, who you do them with. Still, you must always keep your eye on the coming revolution. Find true love in an opulent world of ever-shifting alliances, that grows more dangerous by the day. It is a country on the brink of revolution.Īttend parties, mingle with the rich and powerful, learn their secrets, and use this to get the wealth and power you deserve. France is a country of elegance and poverty, of ancient tradition and unstoppable change. ![]() It’s March 19th, 1789 and King Louis XVI rules over France from the gilded halls of Versailles. A revolutionary, romantic, visual novel where your choices change the course of history!
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