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More needs to be done to protect our differences in the age of AI As one example, the systems may simply not work as effectively for people in non-English-speaking countries, or with diverse styles of English.ĬhatGPT threatens language diversity.

This underlying bias can influence the writing style and language constructs understood by, and subsequently replicated by, AI-driven systems.įor now, it’s hard to say exactly how issues of bias might present in Copilot or Workspace AI. Microsoft’s own Bing chatbot, which also runs on GPT-4, came under fire earlier this year for making outrageous claims.īias occurs when large volumes of data are processed without appropriate selection or understanding of the training data, and without proper oversight of training processes.įor example, much of the content online is written in English – which is likely the main language spoken by the (mostly white and male) people developing AI tools. The outputs of generative AI tools can be riddled with inaccuracies and prejudice. These concerns will extend to the new tools from Google and Microsoft. For now, however, it seems this is being explicitly excluded.Įvolution not revolution: why GPT-4 is notable, but not groundbreakingĪs many people noted following ChatGPT’s release, text-based generative AI tools are prone to algorithmic bias. Given the rush to develop such AI tools, there may be temptation to train such tools on “real” customer-specific data in the future. Rather, Copilot and Workspace AI will process the data in real-time. These statements suggest the 16-page document itself won’t be used to train the algorithms. private data is kept private, and not used in the broader foundation model training corpus. In relation to this point, Microsoft has said:Ĭopilot’s large language models are not trained on customer content or on individual prompts. This raises the question: will users’ information be used to train the underlying models? For instance, Copilot can’t distil a 16-page Word document into one page of bullet points without first analysing the text.

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The tools will need full access to the relevant content in order to provide contextualised responses. Microsoft says users’ content and prompts won’t be used to train the Copilot AI. Google’s Workspace AI will offer similar capabilities for paying subscribers.

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bring together data from across documents, presentations, email, calendar, notes and contacts to help write emails and summarise chats.Īssuming it executes these tasks effectively, Copilot will be a massive upgrade from Microsoft’s original Office Assistant, Clippy.

provide real-time summaries of Teams meetings.

“synthesise and manage” your Outlook inbox.

identify data trends in Excel and quickly create visualisations.

turn ideas or summaries into full PowerPoint presentations.

help users write, edit and summarise Word documents.

Microsoft’s Copilot is being trialled with just 20 customers, with details about availability and pricing to be released “in the coming months”.Ĭopilot will be integrated across apps to help expedite tedious or repetitive tasks. Through this training, the systems have “learned” many rules and patterns that can be applied to new content and contexts. Like other generative AI tools, Copilot and Workspace AI are built on large language models (LLM) trained on massive amounts of data. Now, Microsoft and Google have found a more concrete way to bring generative AI into our offices and classrooms. ChatGPT and DALL-E, among others, have already taken the world by storm. Generative AI allows users to create new content, by applying deep-learning algorithms to big data.

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Then after KUF they finished it off with a massive patch called Kingdom Under Fire Gold Edition then Phantagram stopped making PC games :( ( its hard to even find pictures of the 1st ever KUF on google)Īnd now they finally fken decided to release KUF2 on PC.Until recently AI was mainly used for categorisation and identification tasks, such as recognising a number plate using a traffic camera. That game took me for ever to finish! lol and i had a Hewlett Packard computer lol! I remember my 1st ever game was Kingdom Under Fire.i was only like 9 i think. What do you think of Kingdom Under Fire 2? - General Gaming Discussion - 0 Replies man i cant wait for KUF2 to come out it looks like pure ownage!!! Wollte fragen ob einer mir sagen kann wann das Spiel Kingdom under fire 2 in EU rauskommt bzw ob es schon eine Homepage (EU) gibt. Kingdom under fire 2 - General Gaming Discussion - 0 Replies Hey Leute!