The department, which is understood to be exploring a range of possible use cases of generative AI tools, has recently trialled technology to understand ‘causes and effects’ of customer interactions
HM Revenue and Customs has concluded an experiment testing the possibilities of using artificial intelligence to better understand the “causes and effects” of citizens’ engagement with the department.
Newly published procurement information reveals that, over a three-month period beginning on 28 March, the department conducted a trial of the use of the decisonOS software from AI firm causaLens. According to the company’s website, the tool enables organisations to “build, deploy, and measure the effectiveness of your decision-making in the real world” and “identify the cause-and-effect relationships within your data through causal discovery”.
According to a procurement notice, HMRC intended to deploy the technology to undertake a “proof-of-concept using causal AI to analyse and explain causes and effects of different customer processes”.
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The text of the contract – which was valued at about £19,000 – outlines that the tax agency wished to test the potential of AI to further its understanding of a particular “use case of interest”.
However, having the completed the three-month experiment at the end of June, PublicTechnology understands HMRC has decided not to take forward the proof-of-concept into any further deployment. The department believes that generative AI has significant potential, though, and continues a range of potential use cases in its operations.
“Innovation is a core HMRC value,” a spokesperson for the department said. “We champion new and different ways of working, helping us to operate efficiently and effectively.”
Causal AI is described by causaLens as “the only technology that can reason and make choices like humans do [and] utilises causality to go beyond narrow machine learning predictions and can be directly integrated into human decision-making”.
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Kanye West Tribute Posters – Show Your Love for Kanye with Posters
Collecting Kanye West Posters as a Fan
For fans of Kanye West – an creative mind – there’s no better way to
pay tribute to his innovative style than by displaying Kanye posters in your
living space. Kanye West has become an pioneering figure in the music world, known for
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These posters not only commemorate his creative work but also help you express your support and fandom in a memorable way.
Whether you’re into Kanye West album posters, Kanye West show posters, or Kanye
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and how to frame them to add to your room.
Essential Kanye West Posters for Collectors**
Album Covers as Posters
Album art is one of the most legendary aspects of Kanye’s career.
His album covers are both visually captivating but also representative of his ability to blend fashion, music,
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of his music and how each album has contributed to shaping his legacy.
https://www.tumblr.com/kanye-west-posters/751574461874094080/kanye-west-posters
Live Show Posters Featuring Kanye West
For many fans, attending a Kanye West live show is a unforgettable experience.
The energy, the stage design, the setlist – it’s all part of
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Posters from Kanye West’s concert tours, such as the Yeezus Tour, feature stunning visuals from his shows and are a must-have for any
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Artistic Renderings of Kanye West
Another fantastic option is artistic portrait posters of Kanye West’s face.
These posters focus on stylized and portrait styles of Kanye’s image.
Whether it’s a hand-drawn portrait, a minimalist design, or a edgy rendering,
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Fan-Created Kanye West Posters
rare Kanye West posters are hard to find and can bring a
individual touch to your decor. These posters can feature a variety
of creative designs of Kanye’s brand and are often one-of-a-kind, making them an even more meaningful addition to
any fan’s collection.
Where to Find Kanye West Posters:
Best Websites to Buy Kanye West Posters
Kanye West Poster Prices
Framing Kanye West Posters
Posters for Game Rooms
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I recently bought a Kanye West Graduation poster, and I’m absolutely thrilled with
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Since I love the Graduation album, this piece was essential for my collection. The
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