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ITPUB
ITPUB
May 20, 2026 · Artificial Intelligence

Google I/O Deep Dive: How AI Competition Is Shifting From Model Size to Unit Economics

The Google I/O keynote reveals a strategic pivot in AI competition toward cheaper, more reliable execution, highlighted by Gemini 3.5 Flash’s four‑fold speed boost and half‑cost inference, a trillion‑token internal flywheel, and the emergence of Gemini Spark and Omni as next‑generation AI operating systems.

AI competitionGemini 3.5 FlashGemini Omni
0 likes · 8 min read
Google I/O Deep Dive: How AI Competition Is Shifting From Model Size to Unit Economics
Baidu Geek Talk
Baidu Geek Talk
May 20, 2026 · Artificial Intelligence

How We Tamed AI Output with a Three‑Layer Architecture for Android Code Migration to KMP

This article details how we used a three‑layer AI architecture—Skill for stable execution, SubAgent for context‑aware scheduling, and Agent Team for parallel collaboration—to reliably migrate a large Android codebase to a Kotlin Multiplatform project, addressing instability, context inflation, and efficiency challenges.

AIAgent TeamAndroid
0 likes · 15 min read
How We Tamed AI Output with a Three‑Layer Architecture for Android Code Migration to KMP
DataFunSummit
DataFunSummit
May 20, 2026 · Big Data

How Kuaishou’s Real‑Time Data Lake Boosts AI and BI Architecture

The article explains how Kuaishou partnered with Apache Hudi to overhaul its ODS‑based data lake, addressing latency, storage cost, and complexity for AI and BI workloads, detailing the evolution from mysql‑to‑hive to mysql‑to‑hudi 1.0 and 2.0, the resulting performance gains, cost savings, and future roadmap.

AIBIBig Data
0 likes · 20 min read
How Kuaishou’s Real‑Time Data Lake Boosts AI and BI Architecture
IT Services Circle
IT Services Circle
May 20, 2026 · Databases

Why Can Redis Sustain Over 100k QPS? A Deep Technical Dive

The article explains how Redis achieves more than 100,000 queries per second by leveraging in‑memory storage, highly optimized data structures, a single‑threaded core with epoll‑based I/O multiplexing, optional I/O multithreading, and performance tricks such as pipelining and careful key sizing.

Data StructuresI/O MultiplexingIn-Memory Database
0 likes · 9 min read
Why Can Redis Sustain Over 100k QPS? A Deep Technical Dive
IT Services Circle
IT Services Circle
May 20, 2026 · Artificial Intelligence

Google I/O 2026 Unveils Gemini Omni and Gemini 3.5 Flash – A Leap in Multimodal AI

At Google I/O 2026 the company introduced Gemini Omni, a truly multimodal model that can ingest any combination of text, image, audio or video and generate high‑quality content, and Gemini 3.5 Flash, which outperforms Gemini 3.1 Pro across major benchmarks while delivering four‑times faster token throughput, alongside the new Antigravity 2.0 agent platform and the Gemini Spark personal AI assistant.

AI generationGeminiGoogle I/O
0 likes · 13 min read
Google I/O 2026 Unveils Gemini Omni and Gemini 3.5 Flash – A Leap in Multimodal AI
Baidu Maps Tech Team
Baidu Maps Tech Team
May 20, 2026 · Industry Insights

How Beidou + 5G and Pseudo‑Satellites Can End Indoor/Outdoor Positioning Gaps

The article analyzes how combining Beidou satellite navigation with 5G communications and ground‑based pseudo‑satellites can overcome signal blockage in tunnels, underground garages, and dense urban canyons, delivering seamless, sub‑meter indoor‑outdoor positioning for smart mobility, smart buildings, industrial IoT, and emergency rescue.

5GBeidouIndoor positioning
0 likes · 20 min read
How Beidou + 5G and Pseudo‑Satellites Can End Indoor/Outdoor Positioning Gaps
Tencent Tech
Tencent Tech
May 20, 2026 · Artificial Intelligence

The Three Evolutions of AI Engineering: Prompt, Context, and Harness

This article analyzes the progressive stages of AI‑driven software engineering—Prompt Engineering, Context Engineering, and Harness Engineering—illustrating how each addresses specific challenges, presenting real‑world experiments from OpenAI and Anthropic, and outlining a roadmap for engineers to master the new paradigm.

AI agentsContext EngineeringPrompt engineering
0 likes · 19 min read
The Three Evolutions of AI Engineering: Prompt, Context, and Harness
Old Zhao – Management Systems Only
Old Zhao – Management Systems Only
May 20, 2026 · Operations

The 8 Essential Tables That Simplify Procurement Management

The article breaks down procurement into eight core tables—demand plan, purchase request, supplier management, price inquiry, purchase order, receipt inspection, inventory entry, and payment ledger—showing how structuring these forms a data‑driven closed loop that reduces risk, stabilizes inventory, and improves cash‑flow visibility.

Data IntegrationERPSupply Chain
0 likes · 10 min read
The 8 Essential Tables That Simplify Procurement Management
Machine Heart
Machine Heart
May 20, 2026 · Artificial Intelligence

Self‑Evolving Harness Engineering Propels GPT‑5.4 to a 7‑Point Gain, Securing a Global Top‑3 Spot

The paper introduces Agentic Harness Engineering (AHE), an observability‑driven framework that automatically evolves coding‑agent harnesses, boosting GPT‑5.4's pass@1 score on Terminal‑Bench 2 from 69.7% to 77.0% (+7.3 points), achieving a worldwide top‑three ranking and demonstrating strong cross‑task and cross‑model generalization.

Agentic Harness EngineeringCross-Model GeneralizationGPT-5.4
0 likes · 14 min read
Self‑Evolving Harness Engineering Propels GPT‑5.4 to a 7‑Point Gain, Securing a Global Top‑3 Spot
Machine Heart
Machine Heart
May 20, 2026 · Industry Insights

How the Yangtze River Delta Is Bridging the Gap Between Cutting‑Edge Tech and Uncharted Supply Chains

The article analyzes how the Yangtze River Delta’s “one‑stop” initiative tackles the paradox of advanced technologies outpacing traditional supply chains by assembling new industrial partners, creating real‑world validation scenarios, and establishing rapid‑response mechanisms to accelerate commercialization across sectors such as synthetic biology, AI‑driven imaging, and cloud‑native CAD.

AI‑Driven ManufacturingHigh‑Performance PLCIndustrial Imaging
0 likes · 13 min read
How the Yangtze River Delta Is Bridging the Gap Between Cutting‑Edge Tech and Uncharted Supply Chains
Architecture Digest
Architecture Digest
May 20, 2026 · Industry Insights

Feishu CLI Hits 10K Stars in Just 47 Days – Why It’s Exploding

The open‑source Feishu CLI surged to over 10,000 GitHub stars within 47 days, outpacing rival office‑platform CLIs, thanks to its three‑layer command architecture, built‑in Skill system, and seamless integration with AI agents that can automate full‑cycle office workflows.

AI AgentCLIOpen-source
0 likes · 11 min read
Feishu CLI Hits 10K Stars in Just 47 Days – Why It’s Exploding
HyperAI Super Neural
HyperAI Super Neural
May 20, 2026 · Artificial Intelligence

Google Launches Gemini for Science, Bringing AI Closer to a Research Scientist

Google's Gemini for Science program unifies Gemini, AlphaEvolve, NotebookLM, and Co‑Scientist into a cohesive AI workflow that generates hypotheses, runs computational experiments, and extracts literature insights, aiming to shift scientific bottlenecks from raw compute to intelligent information processing.

AI for ScienceAlphaEvolveCo-Scientist
0 likes · 9 min read
Google Launches Gemini for Science, Bringing AI Closer to a Research Scientist
Data Party THU
Data Party THU
May 20, 2026 · Industry Insights

What Invisible Changes Has AI Brought to Work, Education, and Organizations?

The article examines how AI is silently reshaping everyday life by enabling one‑person companies, redefining job roles, disrupting traditional education, and driving a shift toward networked, AI‑augmented organizations, supported by concrete industry examples and recent policy moves.

AI-driven startupsArtificial Intelligenceautomation
0 likes · 12 min read
What Invisible Changes Has AI Brought to Work, Education, and Organizations?
Data Party THU
Data Party THU
May 20, 2026 · Artificial Intelligence

How Introspection Adapters Enable LLMs to Self‑Report Hidden Behaviors

Anthropic's new paper introduces lightweight LoRA‑based introspection adapters that let large language models translate their internal activations into natural‑language reports of learned behaviors, achieving a 59% success rate on the AuditBench benchmark and exposing previously undetectable encrypted fine‑tuning attacks.

AI safetyAuditBenchEncrypted Fine‑Tuning
0 likes · 20 min read
How Introspection Adapters Enable LLMs to Self‑Report Hidden Behaviors
Su San Talks Tech
Su San Talks Tech
May 20, 2026 · Artificial Intelligence

Why Convert Docs to Markdown for LLMs? Meet the Open‑Source MarkItDown Tool

The article explains that LLMs process Markdown more effectively than raw PDFs, introduces Microsoft’s open‑source MarkItDown utility that converts a wide range of file types—including PDFs, Word, Excel, HTML, images with OCR, and YouTube videos—into clean Markdown, and provides installation, usage examples, recent feature updates, and a brief critique of its scope.

Azure Document IntelligenceCLILLM preprocessing
0 likes · 6 min read
Why Convert Docs to Markdown for LLMs? Meet the Open‑Source MarkItDown Tool
Java Architecture Stack
Java Architecture Stack
May 20, 2026 · Industry Insights

Why AI Will Displace Programmers Who Don't Use It – Insights from Jensen Huang

The article examines recent data showing massive AI‑driven layoffs among programmers, explains Jensen Huang’s claim that “AI won’t take your job, but people who use AI will,” and offers concrete advice on adopting AI tools, shifting to higher‑value roles, and building a portfolio to stay competitive.

AIJob MarketSoftware Development
0 likes · 11 min read
Why AI Will Displace Programmers Who Don't Use It – Insights from Jensen Huang
Tencent Cloud Middleware
Tencent Cloud Middleware
May 20, 2026 · Cloud Native

Zero‑Code Integration of Legacy APIs into the AI Ecosystem with the MCP Gateway

Enterprises with hundreds of RESTful APIs often cannot expose them to AI agents, not because models are weak but because tool integration is cumbersome; the article shows how the MCP Gateway enables zero‑code conversion of existing interfaces, centralizes authentication, logging, and protocol translation, and supports multi‑backend scenarios for seamless AI ecosystem access.

AI integrationBackend IntegrationCloud Native
0 likes · 8 min read
Zero‑Code Integration of Legacy APIs into the AI Ecosystem with the MCP Gateway
StarRocks
StarRocks
May 20, 2026 · Big Data

How StarRocks, Paimon, and Fluss Enable Multimodal Fusion Search in a Lakehouse

The Streaming Lakehouse Meetup (May 27) explores breaking data silos by unifying structured tables, images, video, audio, and high‑dimensional vectors through StarRocks‑Paimon‑Fluss integration, covering multimodal fusion retrieval, vector search internals, native reader/writer performance gains, and real‑world ANN indexing practices.

FlussLakehousePaimon
0 likes · 5 min read
How StarRocks, Paimon, and Fluss Enable Multimodal Fusion Search in a Lakehouse
Go Development Architecture Practice
Go Development Architecture Practice
May 20, 2026 · Operations

10 Essential Linux Ops Tools to Cut 80% of Overtime

This article introduces ten widely used Linux operations tools—Shell, Git, Ansible, Prometheus, Grafana, Docker, Kubernetes, Nginx, ELK Stack, and Zabbix—detailing their functions, typical scenarios, advantages, and concrete usage examples to help engineers streamline daily tasks.

AnsibleDockerELK
0 likes · 9 min read
10 Essential Linux Ops Tools to Cut 80% of Overtime