60 stories tagged with #augment, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Stocks with sustainable dividends that are using AI to augment their data
Vast troves of exclusive data give these companies a competitive edge and attract income-seeking investors…
Augmenting Fundamental Analysis with Large Language Models: A RAG-Based System for Generating Investor Briefs
In this study, we examine the opportunities brought by Large Language Models (LLMs) to various aspects of fundamental analysis of companies based on their reports as well as data a…
GATS: Graph-Augmented Tree Search with Layered World Models for Efficient Agent Planning
arXiv:2607.08894v1 Announce Type: new Abstract: Large Language Model (LLM) agents have shown promise in multi-step planning tasks, but existing approaches like LATS (Language Agent…
How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks?
arXiv:2606.26346v1 Announce Type: new Abstract: Agentic benchmarks have emerged across general-purpose and domain-specific settings, including finance, coding, law, and drug discov…
Knowledge-augmented Agentic AI for Mental Health Medication Information Seeking
arXiv:2606.26205v1 Announce Type: new Abstract: Patients increasingly seek medication information online, yet safety knowledge for psychiatric drugs is split between regulatory adv…
Pennsylvanian lawmakers want new smart glasses safety rules — and for once a government is making a sensible technology decision
Smart glasses shouldn't be spy glasses…
Short-sighted: John Ternus behind Apple Vision project refocuses
Apple's head-mounted hardware plans are slowly being cut, reportedly by new CEO John Ternus himself, with Vision Air said to be killed off alongside Display glasses.…
ToolGate: Token-Efficient Pre-Call Control for Tool-Augmented Vision-Language Agents
Tool-augmented vision-language agents can acquire external perceptual evidence through OCR, detection, segmentation, and other tools, but executing every proposed tool call is cost…
Out of the blue, Acer just dropped two smart glasses that look pretty stylish
There’s a $499.99 wired AR headset with dual micro OLED displays and a $299.99 wireless AI glasses running Google Gemini.…
Acer Says Hey, We Can Do Smart Glasses Too
The PC maker will enter a hectic scene for smart glasses with two models planned for later this year.…
📄Paper: RORA-VLM: Robust Retrieval Augmentation for Vision Language Models
Public At International Conference on Learning Representations (ICLR) 2025 💡 Why I read...…
Xreal unveils new budget line of AR glasses with swappable looks
The new a01 undercuts the competition on price while packing some specs the pricier models don't have.…
XREAL launches much more affordable ‘a01’ AR glasses, coming soon to the US for $299
XREAL is spinning off a sub-brand, “XBX,” which will launch more affordable AR glasses starting with the $299 a01, coming...…
Legislature panel to recommend grant of ₹ 1,250 crore to Mangaluru for upgrading, augmenting UGD infrastructure
Karnataka committee recommends ₹1,250 crore for upgrading Mangaluru's underground drainage infrastructure to support future population growth.…
Xreal’s budget AR glasses feature anti-shake tech and swappable frames
Augmented reality wearables provider Xreal has launched a new "X By Xreal" (XBX) sub-brand, with its first customizable, lightweight smart glasses coming to the US in July. The new…
Xreal launches a cheaper AR glasses brand, starting with the $299 a01
Called X by Xreal (or XBX), its first product are the $299 a01 display glasses.…
XREAL’s $299 glasses just gave casual AR buyers a much easier way in
X By XREAL’s a01 glasses are lightweight $299 AR glasses with a built-in MicroOLED display, a 50-degree field of view, interchangeable front frames, and more for travel and gaming.…
Augment Engineering: A Methodology for Multi-Tool AI Orchestration Across Professional Domains
Organizations increasingly deploy separate purpose-built AI tools across professional domains, often hiring domain specialists for each, recreating the staffing models AI was expec…
Detecting Is Not Resolving: The Monitoring Control Gap in Retrieval Augmented LLMs
Retrieval-augmented LLMs are deployed for tasks where evidence quality determines action safety, yet evaluation protocols assume that single-turn robustness predicts robustness whe…
From Norms to Indicators (N2I-RAG): An Agentic Retrieval-Augmented Generation Framework for Legal Indicator Computation
Computing legal indicators from normative texts is a key task in legal monitoring and policy evaluation, but presents significant challenges due to the complexity, scale, and inter…
TADDLE: A Tool-Augmented Agent for Detecting Deficient LLM-Generated Peer Reviews
LLM-generated peer reviews are increasingly common at major venues, yet their deficiencies are hard to detect because they are uniformly fluent and well-structured. Existing work e…
Meet X By XREAL — I’m testing the MacBook Neo of AR glasses that people can actually afford
Here's your first look…
AI-Augmented Software Development Manifesto
A manifesto for building software with AI without surrendering human taste, judgment, and ownership.…
What is RAG? A Beginner's Guide to Retrieval-Augmented Generation (For Engineers Who Actually Build It)
RAG sounds complicated. It's not. But a lot of introductions to RAG make it sound more mysterious...…
If you've ever wondered how rigorous data analysis+social science research can look with AI, I've finally launched a nice website for my open-source Claude Code researcher's toolkit: the Data Analyst Augmentation Framework! Equal parts interactive explainer on agentic orchestration + free tool
Aiki my local Wikipedia Retrieval-Augmented Generation system [R]
Santa Augmentcode Intent Ep.6
Father Christmas reveals the secret behind every Elf’s expertise: the Context Engine. Augment’s real-time codebase intelligence that gives every agent deep understanding of your en…
RAG Explained: How Retrieval-Augmented Generation Actually Works
A visual walkthrough of RAG's two pipelines — ingestion and query — covering chunking, embeddings, vector databases, and why it beats sending all your text to an LLM.…
What I Learned About Memory-Augmented AI Agents
Most AI chatbots are stateless. They forget everything once the conversation ends. But modern AI...…
SSDAU: Structured Semantic Data Augmentation for Joint Entity and Relation Extraction
Joint Entity and Relation Extraction (JERE) is highly susceptible to weak generalization due to low-quality training data. Data augmentation is a common strategy to enhance model…
Do Synthetic Brain MRIs Reliably Improve Tumour Classification? A StyleGAN2-ADA Class-Plane Augmentation Study on BRISC 2025
Generative augmentation is often proposed as a remedy for small medical-image datasets, but synthetic images are only useful when they improve downstream task performance. "Augment…
RAG4Outcome: A Retrieval-Augmented Multimodal Framework for Prognostic Prediction in Chronic Osteomyelitis
Chronic osteomyelitis presents substantial prognostic challenges due to its high recurrence risk and complex postoperative recovery trajectories. Traditional assessment often relie…
LFRAG: Layout-oriented Fine-grained Retrieval-Augmented Generation on Multimodal Document Understanding
Multimodal Retrieval-Augmented Generation (RAG) has emerged as an effective paradigm for enhancing Large Language Models (LLMs) with external knowledge. However, existing multimoda…
Why Zed Is Replacing VS Code in My AI-Augmented Workflow
VS Code won the editor wars by becoming the Walmart of IDEs — everything available, nothing...…
Xreal Project Aura is the reality check Apple, Meta, and Samsung didn’t see coming
The future of spatial computing hiding in plain sight…
Snap’s AR glasses with display reportedly beat Android XR to launch, but for $2,500
A new report reveals that Snap’s long-in-development AR glasses, “Spectacles,” are finally set to launch later this year, but for...…
We tried Google’s AI glasses and they’re almost there
Google demoed prototype Android XR glasses that overlay Gemini-powered translation, navigation, and other information directly into your field of view.…
Matching Principle: Adversarial, augmentation, etc. are estimators of one matrix
Robustness, domain adaptation, photometric and occlusion invariance, compositional generalisation, temporal robustness, alignment safety, and classical anisotropic regularisation a…
PACD-Net: Pseudo-Augmented Contrastive Distillation for Glycemic Control Estimation from SMBG
Effective diabetes management requires continuous monitoring of glycemic levels. Clinically, glycemic control is assessed using metrics such as Time in Range (TIR), Time Below Rang…
Retrieval-Augmented Long-Context Translation for Cultural Image Captioning: Gators submission for AmericasNLP 2026 shared task
We present the University of Florida Gators submission to the AmericasNLP 2026 shared task on cultural image captioning for Indigenous languages. Our two-stage pipeline generates a…
$ECUAS_n$: A family of metrics for principled evaluation of uncertainty-augmented systems
In high-stakes automated decision-making, access to predictive uncertainty is essential for enabling users -- human or downstream systems -- to accept or reject predictions based o…
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration
Iterative industrial design-simulation optimization is bottlenecked by the CAD-CAE semantic gap: translating simulation feedback into valid geometric edits under diverse, coupled c…
Meta beware: Google could end up selling 2 million Android XR glasses this year
Surpassing Meta's first-year launch figures.…
Xreal's Project Aura smartglasses are a maximalist take on Android XR
At Google I/O 2026, we took a closer look at Xreal's Project Aura, one of the first Android XR smart glasses.…
XREAL’s Android XR glasses one-up Apple’s wired battery with a controller, more [Video]
Google says the first Android XR display glasses aren’t coming until 2027, which makes me all the more excited to...…
Here is our best look yet at the computing puck powering XREAL’s Android XR glasses
Google is showing off XREAL's Project Aura Android XR glasses along with its computing puck and some glimpses of what the hardware can do.…
Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization
Retrieval-Augmented Generation (RAG) improves the factual accuracy of large language model (LLM) outputs by grounding generation in external knowledge. Recent agentic RAG systems e…
ClusterRAG: Cluster-Based Collaborative Filtering for Personalized Retrieval-Augmented Generation
Personalized Retrieval-Augmented Generation (RAG) relies on accurately selecting user-relevant documents. In practice, existing RAG approaches often suffer from high retrieval cost…
STAR: Semantic-Tuned and Tail-Adaptive Retriever for Graph-Augmented Generation
To augment Large Language Models (LLMs) for multi-hop question answering, a mainstream solution within Graph Retrieval Augmented Generation (GraphRAG) leverages lightweight retriev…
ALDEN: Boosting Private Data Extraction from Retrieval-Augmented Generation Systems via Active Learning and Distribution Estimation
Retrieval-Augmented Generation (RAG) is widely used to augment large language models with external knowledge retrieval to improve reliability and generalization. However, recent st…
Memory-Augmented Reinforcement Learning Agent for CAD Generation
Automatic generation of computer-aided design (CAD) models is a core technology for enabling intelligence in advanced manufacturing. Existing generation methods based on large lang…
EMO-BOOST: Emotion-Augmented Audio-Visual Features for Improved Generalization in Deepfake Detection
With every advancement in generative AI models, forensics is under increasing pressure. The constant emergence of new generation techniques makes it impossible to collect data for …
I just tested Xreal’s Android XR glasses, and they are an early glimpse of my dream future smart glasses
Project Aura impresses…
Google and Xreal’s ‘Project Aura’ XR Smart Glasses Are Legit
The spatial computing experience isn't as immersive as an XR headset, but maybe it doesn't need to be.…
Google Has So Many New Smart Glasses Coming Soon. I Wore Them All
Samsung, Google, Gentle Monster, Warby Parker and Xreal are going some wild Gemini places. But how will they address the growing privacy concerns?…
A first (and second) look at the Android XR glasses launching this year
I first put on a pair of prototype Android XR glasses nearly a year and a half ago. We still have months to go before any Android-powered smart glasses are available, but Google is…
Samsung and Google just showed off Android XR smart glasses with Warby Parker and Gentle Monster
Samsung and Google just unveiled Android XR smart glasses with Warby Parker and Gentle Monster ahead of a fall launch.…
SD-Search: On-Policy Hindsight Self-Distillation for Search-Augmented Reasoning
Search-augmented reasoning agents interleave internal reasoning with calls to an external retriever, and their performance relies on the quality of each issued query. However, unde…
LAST-RAG: Literature-Anchored Stochastic Trajectory Retrieval-Augmented Generation for Knowledge-Conditioned Degradation Model Selection
Stochastic-process-based degradation modeling is a core approach for estimating the distribution of remaining useful life (RUL); however, the selection of an appropriate stochastic…
RAGA: Reading-And-Graph-building-Agent for Autonomous Knowledge Graph Construction and Retrieval-Augmented Generation
Existing LLM-driven knowledge graph (KG) construction methods predominantly employ stateless batch processing pipelines, exhibiting structural deficiencies in cross-chunk semantic …