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Smart Era Software Development
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Smart Era Software Development

Committed to openness and connectivity, we build frontline engineering capabilities in software, requirements, and platform engineering. By integrating digitalization, cloud computing, blockchain, new media and other hot tech topics, we create an efficient, cutting‑edge tech exchange platform and a diversified engineering ecosystem. Provides frontline news, summit updates, and practical sharing.

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Recent Articles

Latest from Smart Era Software Development

79 recent articles
Smart Era Software Development
Smart Era Software Development
Oct 17, 2023 · Industry Insights

Gartner’s 2024 Top 10 Strategic Technology Trends and Their Business Impact

Gartner’s 2024 report outlines ten strategic technology trends—from democratized generative AI and AI‑trust management to sustainable tech and industry‑specific cloud platforms—detailing adoption forecasts, risk considerations, and the expected benefits for enterprises navigating rapid innovation and uncertainty.

AI TrustAI-Augmented DevelopmentGartner
0 likes · 8 min read
Gartner’s 2024 Top 10 Strategic Technology Trends and Their Business Impact
Smart Era Software Development
Smart Era Software Development
Aug 25, 2023 · Big Data

Evolving Enterprise Data Architecture for the Large‑Model Era: Practices and Case Studies

The article analyzes how enterprise data systems must be re‑engineered for large‑model applications, outlines the three‑stage data pipeline (ingestion, orchestration, interaction), introduces data‑virtualization techniques with virtual tables and intelligent materialization, and validates the approach with two banking case studies.

Big DataData PipelineData Virtualization
0 likes · 14 min read
Evolving Enterprise Data Architecture for the Large‑Model Era: Practices and Case Studies
Smart Era Software Development
Smart Era Software Development
Jul 26, 2023 · Artificial Intelligence

Three Core Skills Every Aspiring AI Architect Needs

The article defines the AI architect role and outlines three essential capabilities—mastery of AI technologies and development workflow, deep business understanding with strong abstraction ability, and the design and implementation of efficient, scalable AI solutions—explaining why each is critical for successful AI product delivery.

AI architectureDeep Learningbusiness analysis
0 likes · 10 min read
Three Core Skills Every Aspiring AI Architect Needs
Smart Era Software Development
Smart Era Software Development
Jul 6, 2023 · Databases

Why Vector Databases Are Gaining Critical Importance in the AIGC Era

The article traces the evolution of databases, explains how vector databases leverage generative AI for similarity search and anomaly detection, showcases practical examples, details KX's KDB.AI pipeline, discusses market competition and privacy concerns, and highlights speed claims that make vector databases pivotal for modern data-intensive applications.

AI integrationGenerative AIKDB.AI
0 likes · 10 min read
Why Vector Databases Are Gaining Critical Importance in the AIGC Era
Smart Era Software Development
Smart Era Software Development
Jun 25, 2023 · Artificial Intelligence

What Emerging Architectures Power Modern LLM Applications?

This article outlines a reference stack for LLM applications, detailing the context‑learning design pattern, key components such as vector databases and embedding models, orchestration frameworks like LangChain, and discusses trade‑offs between proprietary and open‑source models, scaling challenges, and the future role of AI agents.

AI architectureContext LearningEmbedding
0 likes · 17 min read
What Emerging Architectures Power Modern LLM Applications?
Smart Era Software Development
Smart Era Software Development
Jun 17, 2023 · Artificial Intelligence

Ilya Sutskever Discusses the Future of Large Language Models

In a Stanford eCorner interview, Ilya Sutskever, chief scientist of OpenAI and architect of GPT, reflects on the history of large language models, compares AI to human cognition, debates open‑source versus closed‑source models, discusses regulation, training strategies, and offers guidance for aspiring AI researchers.

AIDeep LearningRegulation
0 likes · 21 min read
Ilya Sutskever Discusses the Future of Large Language Models
Smart Era Software Development
Smart Era Software Development
May 25, 2023 · Artificial Intelligence

The New Paradigm of Large Models: How AI is Reshaping Industries

The rapid rise of large AI models is creating a new paradigm that transforms how information, knowledge, and action intertwine across technology, industry, and society, driving unprecedented shifts in digital platforms, product development, and global economic structures.

AI paradigm shiftdigital economyindustry transformation
0 likes · 86 min read
The New Paradigm of Large Models: How AI is Reshaping Industries
Smart Era Software Development
Smart Era Software Development
May 25, 2023 · Artificial Intelligence

ChatGPT’s New Opportunities for Software Engineering: An In‑Depth Encore Discussion

The panel examines how large language models like ChatGPT reshape software engineering, covering safety risks, model training stages, prompt‑engineering challenges, teaching reforms, and future human‑AI collaboration, while weighing technical trade‑offs and practical solutions.

AI safetyChatGPThuman‑AI collaboration
0 likes · 26 min read
ChatGPT’s New Opportunities for Software Engineering: An In‑Depth Encore Discussion