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Learning Whom to Trust: Market-Feedback Adaptive Retrieval for Frozen LLMs in Event-Driven Financial RAG
arXiv:2605.31201v1 Announce Type: new Abstract: Financial retrieval-augmented generation (RAG) systems typically rank evidence by textual relevance, but in financial markets the useful evidence source depends on event type, forecast horizon, and market context. We study news-triggered event-impact prediction as a point-in-time financial RAG problem. For each company-news anchor, the system retrieves related financial news and SEC filing passages, appends a pre-decision market-context card,...
What a peace deal between Iran and the US could look like as Trump outlines key demands
What a peace deal between Iran and the US could look like as Trump outlines key demands US and Iranian officials say both sides have agreed on many points but key sticking points remain - Bookmark - CommentsGo to comments Negotiations for a comprehensive peace deal with Iran could "take a few days," US Secretary of State Marco Rubio has said, tempering expectations for an imminent resolution to the nearly three month-old conflict in the Middle East. While Iran's foreign ministry spokesperson...
Trump threatens to bomb Iran’s power plants and warns they will ‘pay the price’ for failure to agree deal
Trump threatens to bomb Iran’s power plants and warns they will ‘pay the price’ for failure to agree deal US president accused Iran of taking too long in peace negotiations as both sides exchanged strikes - Bookmark - CommentsGo to comments President Donald Trump on Wednesday accused Iran of taking too long to negotiate a deal and said they would now "have to pay the price", a day after both countries exchanged tit-for-tat strikes that threatened a fragile ceasefire. Iran launched missile...
Frozen rat chromosome springs back to life inside a mouse embryo
June 8, 2026 report Frozen rat chromosome springs back to life inside a mouse embryo Paul Arnold Author Gaby Clark Scientific Editor Robert Egan Associate Editor Scientists in Japan have developed a rat-mouse hybrid embryo from a single frozen rat chromosome transplanted into a mouse egg cell. The achievement is proof that genetic material can sometimes remain functional after cryopreservation and be expressed inside the cells of a completely different species. This is giving renewed hope to...
HKVM-RAG: Key-Value-Separated Hypergraph Evidence Organization for Multi-Hop RAG
arXiv:2606.07218v1 Announce Type: new Abstract: Multi-hop RAG poses a data-engineering problem beyond passage matching: under fixed retrieval budgets, a system must organize retrieved text into evidence units that expose answer chains. Dense retrievers score passages independently, while graph-based memories make associations explicit but often rely on pairwise or entity-centered keys that fragment multi-hop evidence. We present HKVM-RAG, a key-value-separated evidence-organization layer.
Certain tortillas are now being marketed as ‘GLP-1 friendly.’ What does that even mean?
Certain tortillas are now being marketed as ‘GLP-1 friendly.’ What does that even mean? While a ‘GLP-1 friendly’ label may seem arbitrary, some medical experts say it may make people pay closer attention to what they’re eating - Bookmark - CommentsGo to comments Food manufacturers are trying to cash in on the popularity of weight-loss medications such as Ozempic and Mounjaro, with a growing number of easy, grab-and-go meals and snacks being sold as “GLP-1 friendly.”
Warming unlocks ancient carbon in Tibetan permafrost, triggering climate tipping point
Warming unlocks ancient carbon in Tibetan permafrost, triggering climate tipping point Tejasri Gururaj Author Stephanie Baum Scientific Editor Robert Egan Associate Editor A new study in Nature Communications finds a critical climate tipping point in Tibetan permafrost ecosystems. Warming of 2–4 degrees Celsius triggers a self-reinforcing cycle of carbon release that could significantly accelerate climate change, according to the work. Permafrost covers roughly 15% of the Northern...
Student loans crisis ‘comparable to PPI scandal’, education tsar suggests
Student loans crisis ‘comparable to PPI scandal’, education tsar suggests This year has seen rising criticism of the student loans system after the chancellor announced at the autumn 2025 budget the repayment threshold would be frozen for three years - Bookmark - CommentsGo to comments The situation facing graduates with student loans is comparable to the Payment Protection Insurance (PPI) scandal, the previous chair of a government review into Post-18 education has suggested. Giving...
Amazon expands online grocery with same-day fresh food delivery
Amazon expands online grocery with same-day fresh food delivery Vegetables, meat, poultry, seafood, dairy, bread, eggs and frozen foods will be available for rapid delivery - Bookmark - CommentsGo to comments Amazon is expanding its grocery offering, enabling certain customers in London to include fresh food items in their same-day delivery orders. This strategic investment in its online grocery business was unveiled during the company's "Delivering the Future" event held in Dartford,...
Remote work – not AI – is killing job prospects for the youth
Fresh college graduates frozen out of the job market shouldn't blame AI for their struggles, says the New York Federal Reserve. Instead, get angry at the rise of remote work. According to the Fed's analysis, youth unemployment has risen significantly since the coronavirus pandemic, and hasn’t receded in the same way that unemployment numbers for older, more experienced college graduates has in recent years.