INFUSER
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INFUSER: Influence-Guided Self-Evolution Improves Reasoning
Announce Type: new Abstract: Self-evolution offers a scalable path to stronger reasoning: a pretrained language model improves itself with only minimal external supervision. Yet existing methods either depend on extensively curated or teacher-generated training data, or, when the generator runs unsupervised, reward it by a difficulty heuristic that need not improve the solver. We introduce INFUSER, an iterative co-training framework with two co-evolving roles: a Generator that drafts...
Where Should Knowledge Enter? A Layered Framework for Knowledge Infusion in Multimodal Iterative Generative Mo
Announce Type: new Abstract: Multimodal generative models produce fluent outputs but remain unreliable when generation must respect structured, domain-specific, or safety-critical knowledge. Existing methods incorporate knowledge through mechanisms such as prompt augmentation, guidance, latent editing, or fine-tuning, yet they are typically categorized by technique rather than by the component of the generative process they modify. We argue that knowledge infusion in iterative generative...
The 'plumping' £14 PDRN-infused face mist loved by Molly-Mae and Kendall Jenner
The 'plumping' £14 PDRN-infused face mist loved by Molly-Mae and Kendall Jenner Loved by Molly-Mae and Kendall Jenner, this £14 K-Beauty face mist promises plumper, glowier skin in just minutes When it comes to achieving that dewy, glass-skin glow, we're always on the lookout for new products that deliver that result. And one skincare buy with plenty of social media buzz is a £14 mist from the Korean beauty brand, Anua. This mist has received plenty of attention thanks to its hydrating,...
Immunomodulatory Effects of Insulin-Derived Fibrils from Infusion Pumps: Role of Phenolic Preservatives in Macrophage Activation
Background: Protein fibrillation represents a critical challenge in therapeutic insulin delivery, yet the structural determinants and immunological consequences of insulin-derived fibrils (IDFs) formed in the presence of phenolic preservatives remain poorly characterized. This study investigated the structural characteristics of IDFs formed with (IDF (+)) and without (IDF (-)) phenolic preservatives and elucidated their differential immunomodulatory mechanisms in bone marrow-derived...
Markets Prepare for Arrival of Musk’s AI-Infused Space Conglomerate
Elon Musk, chief executive officer of Tesla Inc., speaks during a video interview at the Samson International Smart Mobility Summit in Tel Aviv, Israel, on Monday, May 18, 2026. "We’ve got to get the SpaceX IPO stuff going here pretty soon," the billionaire said, giving a reason for appearing virtually, instead of in person.
Google explains how it will infuse ads into AI answers
Google is integrating new forms of AI-powered advertising into its search engine's AI-generated answers. These new ad types include "Conversational Discovery ads," which tailor ads to specific search queries, and "Highlighted Answers," which appear within AI Mode recommendations. This development allows Google to serve more profit-generating content alongside its enhanced AI search features.
The Google Fitbit Air is an AI-infused take on Whoop wearables
It's basically a small Fitbit Inspire without a strap.
Political Persuasion and Endorsement in Large Language Models
arXiv:2606.05961v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly employed as proxies for human behavior in computational social science. However, their tendency to internalize biases from training data raises concerns about their reliability in politically sensitive domains, specifically in regard to their susceptibility to persuasive language. In this work, we examine whether LLMs endorse persuasion-infused messages and whether partisan persona prompting...
Indian-origin Disney manager gets 2.5-year jail term in Russia over drug case
An Indian-origin manager at The Walt Disney Company has been sentenced to two-and-a-half years in a Russian prison after being convicted of drug possession and smuggling. The case stemmed from THC-infused gummy candies that were allegedly found in his luggage at a Moscow airport. According to Russian state media TASS, 46-year-old Jugal Daterao was arrested in January 2026 at Sheremetyevo International Airport after arriving on a flight that transited through Qatar.
Political Persuasion and Endorsement in Large Language Models
arXiv:2606.05961v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly employed as proxies for human behavior in computational social science. However, their tendency to internalize biases from training data raises concerns about their reliability in politically sensitive domains, specifically in regard to their susceptibility to persuasive language. In this work, we examine whether LLMs endorse persuasion-infused messages and whether partisan persona prompting...