BestHub
Sign in

All Articles

143086 articles · Page 261 of 7155
Ximalaya Technology Team
Ximalaya Technology Team
May 27, 2026 · Artificial Intelligence

Ximalaya’s LLM‑Powered Interactive Recommendation System: Architecture and Results

The article details Ximalaya’s three‑layer interactive recommendation architecture—PBox for parameter control, an LLM‑driven Agent for intent understanding, and the iSUG interface—showing how natural‑language‑based parameter tuning shifts the paradigm from one‑way push to two‑way dialogue and significantly improves recommendation efficiency and user retention.

FunctionCallingInteractiveLLM
0 likes · 17 min read
Ximalaya’s LLM‑Powered Interactive Recommendation System: Architecture and Results
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
May 27, 2026 · Backend Development

Why the Powerful Java WatchService API Is Still Overlooked

This article explains how to use Java's built‑in WatchService API to monitor file‑system changes in real time, covering service creation, directory registration, event handling, key lifecycle, polling methods, a complete runnable example, and an advanced version that leverages virtual threads for efficient concurrency.

File MonitoringJavaVirtual Thread
0 likes · 8 min read
Why the Powerful Java WatchService API Is Still Overlooked
Machine Heart
Machine Heart
May 27, 2026 · Artificial Intelligence

RoboMemArena: A Comprehensive Benchmark that Truly Tests Robot Memory for Embodied AI

RoboMemArena introduces a systematic, long‑horizon robot memory benchmark with 26 tasks, 151 sub‑tasks, multimodal annotations, and real‑robot evaluations, exposing the limitations of existing benchmarks and demonstrating that the dual‑system PrediMem model markedly outperforms baselines both in simulation and on physical robots.

Embodied AIPrediMemRoboMemArena
0 likes · 9 min read
RoboMemArena: A Comprehensive Benchmark that Truly Tests Robot Memory for Embodied AI
Full-Stack Cultivation Path
Full-Stack Cultivation Path
May 27, 2026 · Frontend Development

How AI Finally Masters Advanced Web Animations with GSAP

GSAP’s new gsap‑skills repository equips AI tools such as Cursor, Claude Code and Copilot with the official animation knowledge base, enabling them to generate complex timelines, ScrollTrigger effects and performance‑optimized code that previously caused crashes, while also guiding lifecycle handling for React and Vue.

AIGSAPReAct
0 likes · 9 min read
How AI Finally Masters Advanced Web Animations with GSAP
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
May 27, 2026 · Cloud Native

How DeepScience and Alibaba Cloud’s AgentRun Accelerate AI Research Agents at Full Speed

The article examines how AI‑native scientific agents demand flexible, secure, and observable infrastructure, and how Alibaba Cloud’s Serverless‑based AgentRun platform delivers extreme elasticity, cost reduction, stateful long‑running support, sandbox security, and full‑chain tracing to enable rapid deployment of tens of thousands of research tools.

AI agentsAI for ScienceAgentRun
0 likes · 9 min read
How DeepScience and Alibaba Cloud’s AgentRun Accelerate AI Research Agents at Full Speed
DataFunTalk
DataFunTalk
May 27, 2026 · Artificial Intelligence

DeliAutoResearch Cuts Human Effort to 2 Hours – Knowledge Accumulation Is the Real Bottleneck

DeepSeek researcher Chen Deli reports that using his DeliAutoResearch skill and a suite of AI agents, a 46‑page research paper was produced in six days with only two hours of human CPU time, revealing that the true limits of autonomous research lie in continuous knowledge accumulation and reliable self‑evaluation rather than model capability.

AI agentsAutonomous ResearchL1-L5 taxonomy
0 likes · 8 min read
DeliAutoResearch Cuts Human Effort to 2 Hours – Knowledge Accumulation Is the Real Bottleneck
DataFunTalk
DataFunTalk
May 27, 2026 · Artificial Intelligence

How Knora Combines Ontology and Large Models to Overcome Hallucinations and Execution Gaps in Enterprise AI

The article analyzes how Knora 4.0 integrates enterprise ontologies with large‑model AI to address six core challenges—hallucinations, unstable outputs, weak planning, poor responsiveness, data silos, and long cold‑start cycles—by detailing its layered architecture, autonomous agent Knora Claw, real‑world LED‑line case studies, and a three‑year roadmap toward fully autonomous enterprise systems.

AI platformEnterprise AILarge Language Models
0 likes · 17 min read
How Knora Combines Ontology and Large Models to Overcome Hallucinations and Execution Gaps in Enterprise AI
DataFunTalk
DataFunTalk
May 27, 2026 · Industry Insights

Data Agent Tipping Point in 6‑12 Months? Xiaomi, Alibaba Cloud & Datastrato Discuss

The round‑table examines how Data Agent is moving from proof‑of‑concept to production, outlines its three‑stage evolution from NL2SQL to a general AI‑driven agent, highlights verification and semantic‑gap challenges, and presents expert views that the scaling tipping point could arrive within the next six to twelve months.

AIApache GravitinoData Agent
0 likes · 10 min read
Data Agent Tipping Point in 6‑12 Months? Xiaomi, Alibaba Cloud & Datastrato Discuss
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
May 27, 2026 · Artificial Intelligence

Balancing Information Value and Platform Survival in Underwater UUV C2 Decision Making

The article presents a comprehensive C2 decision framework for underwater UUVs, defining core variables, rule‑based and game‑theoretic models, POMDP and Monte‑Carlo solutions, risk‑aware algorithms, multi‑UUV consensus, and practical three‑layer rule implementations to balance information gain against platform survivability.

Autonomous SystemsC2Decision Theory
0 likes · 14 min read
Balancing Information Value and Platform Survival in Underwater UUV C2 Decision Making
Bilibili Tech
Bilibili Tech
May 27, 2026 · Artificial Intelligence

How to Use A2UI + Vue to Enable Large Models to Generate Interactive Interfaces

This article details how a unified AI assistant framework built for Bilibili's advertising business evolves from plain text output to generating fully interactive UI by leveraging Google’s A2UI protocol, a custom Vue renderer, double‑validation mechanisms, SSE dual‑channel streaming, and a wrapper component system, providing concrete examples and architectural diagrams.

A2UIAgentGenerative UI
0 likes · 17 min read
How to Use A2UI + Vue to Enable Large Models to Generate Interactive Interfaces
Digital Planet
Digital Planet
May 27, 2026 · Industry Insights

Wake‑Up Efficiency Beats Product Features in Uni-President vs. Master Kong Beverage Battle

The article analyzes how Uni-President's rapid launch of over 30 new drinks and Master Kong's "Multi‑Dimension Plan" illustrate that in the saturated beverage market, the decisive factor is not product formulation or price but the ability to awaken consumer demand in specific scenarios, a capability measurable through one‑code data.

Awakening EfficiencyCompetitive AnalysisProduct Launch
0 likes · 14 min read
Wake‑Up Efficiency Beats Product Features in Uni-President vs. Master Kong Beverage Battle
Machine Heart
Machine Heart
May 27, 2026 · Artificial Intelligence

AMD Paper Finds FP4 Training Instability Is Not Due to Randomness, 9‑10% Speedup

The authors demonstrate that FP4 training instability stems from structural micro‑scaling errors in the weight‑gradient path rather than insufficient randomness, and show that a deterministic Hadamard rotation restores convergence, delivering a 9‑10% end‑to‑end speedup on native FP4 hardware (AMD MI355X) while incurring only 8‑9% token overhead.

Deterministic HadamardFP4MXFP4
0 likes · 10 min read
AMD Paper Finds FP4 Training Instability Is Not Due to Randomness, 9‑10% Speedup
Machine Heart
Machine Heart
May 27, 2026 · Artificial Intelligence

Samsung’s Bold Move from Foundation Models to Physical AI: Leveraging ROM‑Based Architecture and New Benchmarks

Samsung is rapidly building its own foundation model ecosystem, introducing the memory‑based Meki architecture to leverage ROM for edge AI, the multi‑domain M2RL reinforcement‑learning paradigm, and the LiveClawBench 3‑dimensional benchmark to evaluate physical‑world AI, signaling a strategic shift from cloud‑centric to physical AI deployment.

Edge AILiveClawBenchMemory-Based Architecture
0 likes · 8 min read
Samsung’s Bold Move from Foundation Models to Physical AI: Leveraging ROM‑Based Architecture and New Benchmarks
Machine Heart
Machine Heart
May 27, 2026 · Artificial Intelligence

How NeoteAI’s Tactile Embodied AI Lets Robots ‘Feel’ the World – Near‑100 M CNY Angel Round

NeoteAI, a Fudan‑affiliated startup, raised nearly 100 million yuan to advance its visual‑tactile sensor, large‑scale data platform, and VTLA model that together give robots precise touch perception, boosting fine‑grained manipulation success rates above 90% in industrial settings.

AI modelEmbodied AILarge-Scale Data
0 likes · 10 min read
How NeoteAI’s Tactile Embodied AI Lets Robots ‘Feel’ the World – Near‑100 M CNY Angel Round