All Articles

143085 articles · Page 260 of 7155
DataFunSummit
DataFunSummit
May 27, 2026 · Artificial Intelligence

From Text to Images: Building Multi‑Modal Product Search with Elasticsearch Serverless

This article walks through a complete multi‑modal product search solution that transforms textual and visual product data into embeddings, leverages dense, sparse and hybrid models, applies vector similarity and quantization techniques such as SQ and BBQ, and demonstrates how Elasticsearch Serverless provides a serverless, cost‑effective, auto‑scaling backbone for end‑to‑end retrieval.

AI Search Open PlatformElasticsearch ServerlessHybrid Model
0 likes · 22 min read
From Text to Images: Building Multi‑Modal Product Search with Elasticsearch Serverless
DataFunSummit
DataFunSummit
May 27, 2026 · Industry Insights

Where Is the Real Moat in the AI Era as Large Models Become Commoditized?

The article analyzes Palantir's 2026 Q1 surge and argues that as large‑model capabilities become cheap commodities, true competitive advantage now lies in deep ontology‑based infrastructure that makes AI outputs trustworthy in high‑risk enterprise scenarios.

AIAI commoditizationIndustry analysis
0 likes · 11 min read
Where Is the Real Moat in the AI Era as Large Models Become Commoditized?
DataFunSummit
DataFunSummit
May 27, 2026 · Artificial Intelligence

How Baidu’s “Sheng Suan” Turns Agents from Outsiders into Business‑Savvy Assistants

The article explains that most AI agents achieve only 80‑90% accuracy in read‑only tasks and cannot handle core production decisions, then details Baidu’s “Sheng Suan” platform which uses a three‑layer business ontology and system‑engineered sandbox, audit, and simulation features to enable agents to execute write operations, citing three real‑world cases where decision latency dropped from months to minutes and accuracy exceeded 95%.

AI agentsCase StudiesContext Engineering
0 likes · 8 min read
How Baidu’s “Sheng Suan” Turns Agents from Outsiders into Business‑Savvy Assistants
Programmer XiaoFu
Programmer XiaoFu
May 27, 2026 · Backend Development

Why Does a ThreadPool Queue Tasks Even When Max Threads Are Idle?

The article explains why Java's ThreadPoolExecutor places tasks into a queue before creating non‑core threads, discusses the cost of thread creation and CPU contention, illustrates the design with a bank‑counter analogy, and shows how Tomcat customizes the queue to prioritize thread creation for low‑latency web workloads.

Java concurrencyTaskQueueThread pool design
0 likes · 8 min read
Why Does a ThreadPool Queue Tasks Even When Max Threads Are Idle?
MaGe Linux Operations
MaGe Linux Operations
May 27, 2026 · Operations

Master Linux Directory Structure Quickly: A Practical Guide for Ops Engineers

This guide explains why understanding the Linux filesystem hierarchy matters, walks through the FHS standard, details the purpose of each top‑level directory such as /bin, /usr, /etc, /var, /proc, and provides concrete commands and troubleshooting tips so engineers can locate files, edit configurations, and resolve issues without getting lost.

FHSLinuxOperations
0 likes · 39 min read
Master Linux Directory Structure Quickly: A Practical Guide for Ops Engineers
Ops Community
Ops Community
May 27, 2026 · Operations

Practical Nginx Log Analysis: Uncovering the Culprit Behind Abnormal Access

This guide walks you through when to inspect Nginx logs, how to configure log formats, essential variables, common shell commands, and five real‑world troubleshooting scenarios—CC attacks, SQL injection, 500 errors, slow responses, and malicious crawlers—plus log rotation, tooling, and security hardening.

0 likes · 37 min read
Practical Nginx Log Analysis: Uncovering the Culprit Behind Abnormal Access
IT Services Circle
IT Services Circle
May 27, 2026 · Backend Development

How to Speed Up IntelliJ IDEA: 10 Essential Fixes

This article lists ten common IntelliJ IDEA problems—from sluggish performance and Lombok errors to Git commit issues and MySQL connection failures—and provides concrete configuration steps, code snippets, and best‑practice recommendations to resolve each pitfall for Java developers.

Code formattingDebuggingEncoding
0 likes · 21 min read
How to Speed Up IntelliJ IDEA: 10 Essential Fixes
IT Services Circle
IT Services Circle
May 27, 2026 · Artificial Intelligence

Can Claude Code Handle Million‑Line Codebases? Why the Harness Beats the Model

The article breaks down seven common pitfalls when using Claude Code on massive codebases, explains Anthropic’s agentic‑search approach, and shows how a well‑designed harness—including concise CLAUDE.md files, LSP integration, subdirectory launches, hooks, skills, plugins, and MCP servers—outperforms simply upgrading the model.

Agentic SearchClaude CodeHarness
0 likes · 23 min read
Can Claude Code Handle Million‑Line Codebases? Why the Harness Beats the Model
IT Services Circle
IT Services Circle
May 27, 2026 · Fundamentals

Why Can’t We Build a 10 GHz CPU Even with Liquid‑Helium Cooling?

Despite record overclocks reaching 9.2 GHz using liquid‑helium cooling, fundamental physical limits—quadratic power‑voltage scaling, exponential heat growth, signal‑propagation delay, and quantum tunnelling leakage—prevent mainstream CPUs from reliably operating at 10 GHz, prompting designers to focus on IPC and architectural efficiency instead of raw clock speed.

CPUIPCPower Consumption
0 likes · 12 min read
Why Can’t We Build a 10 GHz CPU Even with Liquid‑Helium Cooling?
Old Zhao – Management Systems Only
Old Zhao – Management Systems Only
May 27, 2026 · Operations

10 Essential Supply Chain Formulas Every Manager Must Master

The article explains ten core supply‑chain formulas—from inventory turnover and safety stock to cash conversion cycle—showing how mis‑calculations can lock cash, cause stockouts, and damage customer satisfaction, and why continuous, system‑driven monitoring is crucial for modern operations.

EOQSupply Chaincapacity utilization
0 likes · 10 min read
10 Essential Supply Chain Formulas Every Manager Must Master
Data Party THU
Data Party THU
May 27, 2026 · Artificial Intelligence

AI Scientific Assistants Rise: Google’s Co‑Scientist and FutureHouse’s Robin

Two groundbreaking Nature papers introduce Google DeepMind’s multi‑agent Co‑Scientist and FutureHouse’s Robin, AI systems that combine literature search, hypothesis generation, experimental design and data analysis to accelerate drug repurposing for leukemia and age‑related macular degeneration, demonstrating how AI is evolving from a tool into a collaborative scientific partner.

AIDeepMindFutureHouse
0 likes · 8 min read
AI Scientific Assistants Rise: Google’s Co‑Scientist and FutureHouse’s Robin
Data Party THU
Data Party THU
May 27, 2026 · Artificial Intelligence

How Bengio’s TBA Decouples Sampling and Learning to Speed Up LLM RL by 50×

The article explains how large‑language‑model post‑training suffers from rollout bottlenecks, introduces the Trajectory Balance with Asynchrony (TBA) framework that separates a Searcher from a Trainer, reuses off‑policy trajectories via a Trajectory Balance objective, and demonstrates up to 50× speed‑ups while preserving or improving performance on math reasoning, preference fine‑tuning, and automated red‑team tasks.

Asynchronous TrainingLLMOff-Policy
0 likes · 9 min read
How Bengio’s TBA Decouples Sampling and Learning to Speed Up LLM RL by 50×
HyperAI Super Neural
HyperAI Super Neural
May 27, 2026 · Artificial Intelligence

Self‑Generating Novel Gallium‑Based Materials via a Bayesian Optimization Framework Achieving 100% Uniqueness

A collaborative team from Flinders University and Khalifa University introduced a machine‑learning‑guided Bayesian optimization workflow that autonomously designs chemically valid gallium‑containing compounds with tunable band gaps (0.5–3.5 eV), achieving 100 % uniqueness and high SMACT validity, and validated the predictions with KNN modeling, SHAP analysis, and DFT calculations.

Bayesian OptimizationDFT ValidationGallium Semiconductors
0 likes · 14 min read
Self‑Generating Novel Gallium‑Based Materials via a Bayesian Optimization Framework Achieving 100% Uniqueness
Su San Talks Tech
Su San Talks Tech
May 27, 2026 · Artificial Intelligence

Next AI Draw.io: AI‑Powered Diagramming 10× Faster Than Visio

The article introduces Next AI Draw.io, an AI‑enhanced web app that integrates with Claude Code to generate architecture, sequence, use‑case, activity, and mind‑map diagrams via natural‑language prompts, offering a workflow claimed to be ten times faster than traditional Visio drawing.

AI diagrammingClaude CodeMCP
0 likes · 5 min read
Next AI Draw.io: AI‑Powered Diagramming 10× Faster Than Visio
Java Architect Handbook
Java Architect Handbook
May 27, 2026 · Fundamentals

What Triggers Young GC vs. Full GC in Java? Interview Guide

The article explains that Young GC fires when the Eden space is full, while Full GC can be triggered by old‑generation shortage, metaspace exhaustion, allocation‑guarantee failure, or an explicit System.gc() call, and provides interview‑ready answers, diagnostic steps, and a comparison table.

Garbage CollectionInterviewJVM
0 likes · 14 min read
What Triggers Young GC vs. Full GC in Java? Interview Guide
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