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Skill Is Not Document: A Query-Conditional Benchmark and Two-Stage Retriever for LLM Agent Skill Routing
arXiv:2606.03565v2 Announce Type: replace Abstract: LLM agents complete complex tasks by composing multiple skills, and skill retrieval is a front-end stage for agents. Skill retrieval differs fundamentally from traditional document retrieval at the supervision level: top-K joint correctness depends not only on the semantic relevance of each individual query-skill pair, but also on whether the skills retrieved together can collaborate to fulfill the task under the given query. Such "skill...
Skill Is Not Document: A Query-Conditional Benchmark and Two-Stage Retriever for LLM Agent Skill Routing
Announce Type: new Abstract: LLM agents complete complex tasks by composing multiple skills, and skill retrieval is a front-end stage for agents. Skill retrieval differs fundamentally from traditional document retrieval at the supervision level: top-K joint correctness depends not only on the semantic relevance of each individual query-skill pair, but also on whether the skills retrieved together can collaborate to fulfill the task under the given query. Such "skill compatibility" cannot be...
New policy redrawing curricula: French, German find themselves out of class
New Delhi: For years, foreign languages such as French, German, Spanish and Japanese have occupied a distinct place in Delhi schools, offering students a window to global education and careers. But as schools begin implementing the three-language formula under National Education Policy (NEP), many of these programmes are being scaled back, leaving teachers worried about their future and parents questioning the sudden shift in language choices. For many, the concern goes beyond a change in...
An Efficient Streaming Video Understanding Framework with Agentic Control
arXiv:2605.17921v2 Announce Type: replace Abstract: Streaming video requires handling dynamic information density under strict latency budgets. Yet, existing methods typically employ static strategies, such as fixed memory compression or reliance on a single model, forcing a trade-off: fast models fail on complex queries, while always-on heavy models violate real-time constraints and overcomplicate simple queries.
30% Off Canon Promo Codes | June 2026
If you know photography, you know Canon. This super advanced, often pricey gear is made more affordable with the ways to save at Canon we’ve found below. Some of the best ways to save on cameras, printers, accessories, and more is during the Canon holiday sales, with our 10% off Canon promo code, and student discounts on some of the best WIRED-tested cameras, accessories, and office essentials.
People with mortgage deals ending soon 'should act now'
People with mortgage deals ending soon 'should act now' Continued global tensions mean nothing is set in stone Anyone with a mortgage deal ending soon has been told 'now is the time to review'. Following escalation in the Middle East over the weekend, with Iran and Israel exchanging missile strikes and the oil price once again edging up, mortgage brokers have warned that the risk of the ceasefire ending could send mortgage rates north — and urged borrowers, where possible, to secure a rate....
'Stumbling block' charge alert after new Nationwide update
'Stumbling block' charge alert after new Nationwide update One expert said some people should be exempt from the charge Stamp duty is another reason for stuttering house price growth, experts have said, as house prices fell for the first time in 2026 last month. House price growth contracted by 0.6% in May, according to Nationwide in its new update this week, as higher interest rates and energy prices caused by the conflict in Iran finally fed through into the figures, dragging the annual...
EA's Star Wars Zero Company drops August 27
EA's Star Wars Zero Company drops August 27 Its new gameplay trailer gives us a glimpse of Anakin Skywalker. The developers behind Star Wars Zero Company has revealed the official gameplay trailer for the title at Summer Game Fest 2026. They have also revealed that the game will be available on the PC, PlayStation 5 and Xbox Series X|S starting on August 27.
Live: Crows, Cats look to rebound at Adelaide Oval in Round 13 opener
live AFL Round 13 live updates: Adelaide vs Geelong — blog, scores and stats The Crows and Cats look to bounce back from losses and hold on to spots in the top eight and top four respectively when they meet in Adelaide. Adelaide is well-rested after enjoying a bye last weekend, but lost its most recent clash, while Geelong has to improve after a shock loss to Carlton last week. Follow all the action in our live blog below.
Nuro approved to test its driverless Uber robotaxis on California roads
Nuro approved to test its driverless Uber robotaxis on California roads Uber-backed Nuro has received an updated permit to test its Lucid Gravity robotaxis on California streets, according to recent DMV documents. It's a key step in Uber's plan to deploy 100,000 driverless vehicles in the US, including up to 35,000 powered by Nuro's self-driving technology. The companies expect to begin fully-autonomous testing later this year, a spokesperson told TechCrunch.