Aura
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AURA: Intent-Directed Probing for Implicit-Need Surfacing in Situated LLM Agents
arXiv:2606.05557v1 Announce Type: new Abstract: A situated query like "where is Lin Wei?" often encodes more than its literal content: the user may also want to know whether Lin Wei is free, in a good mood, or worth interrupting now. Standard tool-use agents answer the literal question and stop. AURA inserts an inference step between scene perception and tool use that produces an IntentFrame: a structured estimate of the implicit need with a scalar gap score that controls per-query probe...
AURA: Action-Gated Memory for Robot Policies at Constant VRAM
Announce Type: new Abstract: The KV-cache is the right memory for datacenters but the wrong memory for robots. Datacenter inference batches many short requests and resets them, amortizing an attention cache across a crowd. Embodied agents instead run one long, non-resetting episode on bandwidth-limited edge hardware, where high-bandwidth memory and flash are scarce, flash has finite write endurance, and memory writes rather than compute can become the binding constraint.
Rajat Patidar gives Krunal Pandya the ultimate 'Aura' tribute
RCB's back-to-back IPL title triumph was built on complete team dominance, and Krunal Pandya once again proved why he remains one of the franchise's most valuable players. Following the historic campaign, captain Rajat Patidar made sure to acknowledge the all-rounder's contribution with a cool Instagram post featuring the caption. RCB won 11 matches during their title-winning run, including nine league-stage victories, Qualifier 1, and the final.
Is Trump’s aura of invincibility fading?
Setbacks to the US president’s landmark policies hint at limits being placed on his agenda
This Google Photos update has saved your digital photo frame
Now you don’t have to manually add new photos of loved ones to your grandma’s Aura frame. | Image: Aura Aura's digital photo frames will continue to automatically sync with your Google Photos albums, after API changes threatened to remove the feature. Aura is now rolling out a full migration to Google's new Ambient API, allowing your Aura frame slideshows to be automatically updated with new photos, instead of requiring owners to manually add them via the Google Photos app.
Engadget Podcast: WWDC 2026 thoughts from Apple Park
Engadget Podcast: WWDC 2026 thoughts from Apple Park We dive into our initial thoughts on Siri AI and Tim Cook's legacy. Executive editor Cherlynn Low is joined by Yahoo Finance tech editor Daniel Howley, Wirecutter senior staff writer Brenda Stolyar and Judner Aura (also known as uravgconsumer) on this special episode of the Engadget Podcast.
Pressure Grows on Spain’s Leader After Police Search His Party Office
Prime Minister Pedro Sánchez of Spain is dealing with a domestic crisis as he has sought to distance himself from a growing aura of corruption among his party and allies.
Vultures on the rise: Study provides evidence of population increase and delayed migration in western North America
Vultures on the rise: Study provides evidence of population increase and delayed migration in western North America Sadie Harley Scientific Editor Andrew Zinin Lead Editor Turkey vultures (Cathartes aura) may not be beautiful, but they are certainly adaptable. A new study published in the Journal of Raptor Research, titled "Turkey Vulture Aggregations at a Water Barrier Provide Evidence of Later Migration and Increasing Population Size Over 25 Years," suggests that turkey vultures in western...
Vespers review – haunting clash of cultures conjures Vivaldi’s Venice
Smith Square Hall, London This resourceful semi-staging blended choral collective Idrîsî Ensemble’s ancient chants with Iestyn Davies and Figure’s Vivaldi.Vespers. The word conjures an intoxicating aura of twilight and incense.