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Self-Mined Hardness for Safety Fine-Tuning
arXiv:2605.03226v2 Announce Type: replace Abstract: Safety fine-tuning of language models typically requires a curated adversarial dataset. We take a different approach: score each candidate prompt's difficulty by how often the target model's own rollouts are judged harmful, then fine-tune on the hardest prompts paired with the model's own non-jailbroken rollouts. On Llama-3-8B-Instruct and Llama-3.2-3B-Instruct, this approach cuts the WildJailbreak attack success rate from 11.5% and 20.1%...
HOF receiver, ex-coach Raymond Berry dies at 93
Pro Football Hall of Famer Raymond Berry, the reliable hands often found on the receiving end of passes from Johnny Unitas with the Baltimore Colts, has died at the age of 93. Berry's family, in a statement released through the Pro Football Hall of Fame on Monday, said Berry died on May 25 while surrounded by family. Berry played in the NFL for 13 seasons, all with the Colts, and was a six-time Pro Bowl selection who led the league three times in catches and yards and twice in touchdowns.
The year in review: Influential people who have died in 2026
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The World Cup record that will be broken three tim...
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'This is a collective yagya': Modi on becoming longest serving elected PM - top quotes
Prime Minister Narendra Modi on Wednesday expressed gratitude after surpassing Jawaharlal Nehru's record to become India's longest-serving elected Prime Minister. Addressing the NDA leaders' meeting, the Prime Minister described his tenure as a "spiritual practice" that was not solitary but a "collective yagya". Here are the top quotes from his address.
How could El Nino reshape tropical storms around the world this year?
How could El Nino reshape tropical storms around the world this year? El Nino tends to reduce hurricanes in the Atlantic while increasing storms in the Pacific Ocean. The Atlantic hurricane season has just begun and runs from Monday to November 30 with storm activity peaking in mid-September.
The 2025 hurricane season was devastating. Will 2026 be calmer?
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Americans say tipping practices 'have become ridiculous' as digital prompts push higher gratuities
Americans may be reaching a tipping point with tipping screens. A recent Popmenu survey found that 78% of consumers believe tipping practices "have become ridiculous," while nearly three-quarters of people — or 74% — say they've noticed restaurants raising the suggested gratuity amounts displayed on digital payment screens. When faced with those prompts, 59% of the 1,000 adults surveyed in March said they feel compelled to leave a tip.
Jacobs at practice as prosecutors mull charges
GREEN BAY, Wis. -- Josh Jacobs is practicing with the Green Bay Packers while prosecutors consider whether to file charges against the three-time Pro Bowl running back following his arrest on domestic abuse allegations. Jacobs was on the field Tuesday for the Packers' second week of organized team activities. Packers coach Matt LaFleur said before Tuesday's practice that Jacobs' situation hasn't caused distractions.
Sharron Davies calls for more swimming on TV following spate of UK water tragedies
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