#mathematical optimization
608 related articles
Tutorials·2 min
AI-Assisted Programming in Practice: Building a Code-Breaking Logic Game with Python
A Bilibili creator used AI tools to build a Python-based Mastermind-style code-breaking game. Learn the rules, logic strategies, and lessons from AI-assisted development.
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Tutorials·2 min
Terence Tao Uses Claude Code for Math Proof Review: Red Team Tasks More Valuable Than Blue Team
Terence Tao demos how Claude Code assists Lean math formalization through red team tasks: code review, style checking, and refactoring rather than proof generation.
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Tutorials·2 min
CSS text-shadow Smooth Rendering Optimization: Say Goodbye to Jagged Edges and Unlock Text Effect Potential
Major browsers have optimized the CSS text-shadow rendering engine for sub-pixel smoothing and GPU acceleration. Learn the improvements, neon effects, and performance best practices.
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Product Reviews·2 min
Gemini 3.1 Pro Hands-On Review: In-Depth Experience with Six Major Features Including Music, Video, and Coding
In-depth hands-on review of Google Gemini 3.1 Pro's six core features: AI music generation, video creation, natural language programming, SVG animation, zero-code website building, and smart scheduling.
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Tutorials·2 min
Deep Learning Beginner Tutorial: From Neural Network Fundamentals to Image Recognition in Three Days
A systematic review of a three-day deep learning crash course covering neural network math, gradient descent, backpropagation, TensorFlow, CNNs, and transfer learning with practical tips.
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Tutorials·2 min
Replace Claude Code's Default Model with DeepSeek V4 in VS Code in Three Minutes
Tutorial: Use CC Switch to replace Claude Code's backend model with DeepSeek V4 Pro in VS Code—1M token context at 1/50th the cost. Setup in 3 minutes.
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Tech Frontiers·2 min
Mercury 2: How Diffusion Architecture Achieves 1000 Tokens Per Second Inference Speed
Inception Labs releases Mercury 2, a diffusion-based language model achieving 1000+ tokens/sec with strong reasoning, challenging autoregressive architectures.
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Expert Opinions·1 min
Replit CEO Interview: AI Agent Capability Boundaries, Long-Horizon Reasoning Breakthroughs, and the AGI Dilemma
Replit CEO Amjad Masad on AI Agent long-horizon reasoning breakthroughs from 2 to 200 minutes, natural language programming, and why current AI utility may be AGI's biggest obstacle.
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Expert Opinions·2 min
Programmers Who Can Only Call APIs Are Being Made Obsolete by AI Coding Tools
A shopping cart interview exposes programmers' fatal flaw: only knowing framework APIs, not data structures. AI tools now auto-generate CRUD code—first principles thinking is your real moat.
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Deep Dives·2 min
How NVIDIA's Multi-Agent System Automates Financial Signal Discovery
Deep analysis of NVIDIA's multi-agent system for quantitative financial signal discovery, covering architecture design, LLM financial reasoning, and automated backtesting iteration.
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Expert Opinions·2 min
The Endgame of AI Programming: Why It Might Return to Assembly Language
Exploring the ultimate form of AI programming: when AI fully takes over coding, will high-level languages lose their purpose? Analyzing the possibility of AI writing assembly directly.
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Tutorials·2 min
DeepSeek + Cursor + DevBox: Complete Project Development and Deployment with Zero Coding Experience
Learn how DeepSeek + Cursor + DevBox enables zero-code project development from design to deployment, perfect for beginners and non-programmers.
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Tutorials·2 min
Python Machine Learning in Practice: A Complete Guide from Algorithm Derivation to Code Implementation
A systematic Python ML course using a 3-stage framework: algorithm derivation, code implementation, and experimental analysis. Covers logistic regression, decision trees, and ensemble learning.
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Industry Insights·2 min
Enterprise LLM Selection Guide: In-Depth Comparison of Llama 3.1, Qwen 2.5, and DeepSeek
How should enterprises choose open-source LLMs? This guide compares Llama 3.1, Qwen 2.5, DeepSeek, and Mistral across model capabilities, hardware requirements, and business scenarios.
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Tutorials·2 min
DeepSeek R1 Usage Guide: Prompt Techniques & Practical Tips (2025)
A detailed guide to DeepSeek R1's reasoning capabilities and prompt techniques, covering reasoning vs. general models, core capabilities, and practical prompt strategies for 2025.
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Tutorials·1 min
Ningbo Bank AI Agent Interview Questions: Reasoning Optimization + Agent Debugging + Python Key Topics
Deep analysis of real Ningbo Bank AI Agent interview questions covering LLM multi-path reasoning optimization, agent debugging methodology, Python deep/shallow copy, GIL, and decorators.
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Deep Dives·1 min
Harness Engineering Explained: Core Methodology and Implementation Guide for Industrializing AI Agents
Deep dive into Harness Engineering methodology: Agent=Model+Harness formula, the Prompt→Context→Harness evolution path, and a developer implementation guide.
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Product Reviews·1 min
GPT-5.5 Deep Dive: Coding, Automation & Agent Capabilities Tested
Deep dive into GPT-5.5: from chat assistant to autonomous agent. 20-minute coding tasks, end-to-end workflow automation, benchmarks, pricing & safety.
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Product Reviews·1 min
Claude Code G-code Generation in Practice: 3 Projects That Break Through 3D Printing Slicer Limitations
Use Claude Code to generate G-code directly, bypassing slicer limitations to achieve sine wave textures, scale vases, and creative 3D prints with Blender automation.
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Deep Dives·3 min
What Are LLMs, Skills, Agents, and OpenClaude? A Complete Guide to Core AI Concepts
A plain-English guide to LLMs, Skills, AI Agents, and OpenClaude — clarifying how AI evolved from "can talk" to "can act" to "can act autonomously," with a comparison table.
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