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Can AI Solve the Content-Moderation Problem?

Can AI Solve the Content-Moderation Problem?

Anyone who spends time on social media knows that it's hard to avoid abusive misinformation, abusive language and offensive content. Platforms like Facebook and YouTube have content moderation systems designed to keep obnoxious material in check, but a 2021 Cato Institute survey found that just one in four users think platforms apply their standards fairly.
'Content moderation is one of the crucial issues of our day and it is essentially broken,' says Carolina Are, a researcher at the Center for Digital Citizens at Northumbria University in the U.K. One major difficulty is that different users have different ideas about what should be prohibited online. Are swear words fair game? Nudity? Violent imagery? In the Cato survey, 60% of users said they wanted social-media platforms to provide them with greater choice to pick and choose what they see and what they don't.
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More than 1,500 people sign petition against Southampton Airport plans to fell trees
More than 1,500 people sign petition against Southampton Airport plans to fell trees

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More than 1,500 people sign petition against Southampton Airport plans to fell trees

More than 1,500 people have signed a petition against Southampton Airports plans to fell trees at a Southampton cemetery. The petition opposes plans to fell 19 trees in South Stoneham Cemetery - which have been identified by the Civil Aviation Authority as a hazard to flight safety at nearby Southampton Airport. Campaigners say the trees are "living memorials" and vital to the character of the cemetery. Trees at South Stoneham Cemetery (Image: NQ) The petition reads: "The trees are more than just part of the landscape—they are living memorials, silent witnesses to the lives commemorated here. "Their loss would not only diminish the visual and ecological richness of the area, but also undermine the very character that makes the cemetery a haven of peace and remembrance." Southampton Airport has applied to Southampton City Council - which the council granted on July 16. READ MORE: Southampton Airport given permission to chop down 19 cemetery trees A spokesman for Southampton Airport said: "We are legally obliged to maintain a clear and safe airspace for the aircraft that fly to and from our airport. "Our application related to 29 trees that were identified by the Civil Aviation Authority as presenting a hazard and we are therefore required to have a management plan in place. "We presented a range of measures for officials to consider that would allow us to remove the risk presented by the trees while also enhancing the biodiversity of the local area. "This included a comprehensive replanting scheme both within South Stoneham Cemetery and across Southampton, as well as the creation of new hedgerows and a meadow. "It is important we work in partnership with the council and we look forward to working with officials to agree the final details of the tree management plan." Campaigners argue that the environmental impact of removing mature trees cannot be offset by new planting, as young trees would take decades to reach similar ecological value. Stoneham Cemetery is home to wildlife including kestrels, owls, bats, and woodpeckers. Bats would lose crucial roosting sites, and campaigners warn that increased light pollution could further harm the area's biodiversity. The petition continues: "We urge Southampton Airport to reconsider its plans and explore alternative solutions that do not encroach upon this deeply valued and ecologically significant site."

Five Southampton planning applications await council decisions
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Five Southampton planning applications await council decisions

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Anti-social behaviour concerns over impact of new building at children's home
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Anti-social behaviour concerns over impact of new building at children's home

Anti-social behaviour has been cited as a possible concern as councillors considered a planning application. Weymouth Town Council's Planning and Licensing Committee heard that residents in Wyke Regis are concerned about proposals to 'erect an outbuilding in the rear garden of a property in the area to be used in connection with the authorised use of the site as a children's residential home.' An email sent by Cllr Gill Taylor was read out to the meeting. It said: 'I have had a resident concerned about the following application. This property is managed by children's services and houses young people who need a high level of support. There have been problems with anti-social behaviour from the residents in the past which sounds to me may have not been well managed. 'I have been told that there's a well-used lane behind where they are intending to put the building and on the other side of the lane is an outbuilding where the young person uses a drum kit.' According to planning documents, the children's' residential home provides attachment and trauma-informed care to one child or young person aged 7-17. The proposed building would be located in the rear garden area of the property and would have dimensions of 4.19m x 3.28m with a maximum height of 2.5m. It would replace an existing outbuilding in the rear garden area as shown on the block plan. The proposed outbuilding will be used to support the child in the care of the client on site, to recover from the impacts of adversity, trauma, abuse and neglect and if approved would create a separate space from the living environment for 'teaching' of the on-site resident. The building would not be used to 'house' additional children but to improve services on offer to the child on site to aid their care and support. Cllr Simon Clifford said: 'My view is that we have got no scope to do anything to reject this but perhaps make a comment saying make sure that noise is kept to a minimum or something along those lines.' Cllr Jon Orrell added: 'I agree that we wouldn't want to reject this as it's important that children are looked after and have a bit of space. It does seem to be quite a decent sized plot. Make sure it's approved with conditions such as being well-monitored and sound proofed. 'It's quite helpful that they have a sensory room for children with disturbed behaviour because they can get away from the situation and calm down – so in many ways it ought to be a means of improving the situation rather than making it worse.' Weymouth Town Council supported the planning application, but commented that 'the home needs to be aware of its responsibilities to its local neighbourhood, including disturbance, anti-social behaviour and noise.' Dorset Council will have the final say on the application.

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