A new AI framework called FairGNN has been developed at Penn State to address bias in social network algorithms. By estimating sensitive user attributes using minimal data, FairGNN seeks to create fairer recommendations without sacrificing performance. It has the potential to improve diversity on platforms like Facebook and LinkedIn.

Paul Marchant has resigned as Primark CEO following an investigation into inappropriate conduct. ABF, Primark's parent company, named Eoin Tonge interim CEO as the retailer faces rising competition and internal scrutiny. Shares fell after the news, and the company reaffirmed its commitment to integrity.

Bruce Parry’s ambitious BBC series 'Amazon' reveals raw stories from tribal villages to industrial frontlines, exposing the hidden costs of mining, logging, and oil in the world's largest rainforest. His encounters highlight urgent threats to indigenous life, land, and biodiversity, urging a closer look at the ecosystem’s survival.

Famed singer Volkan Konak died suddenly on stage in Turkish Cyprus, sparking rumors about emergency delays. Authorities responded quickly, providing detailed timelines and dismissing claims of medical negligence.