#token probability
807 related articles
·3 min
Paseo: A Unified Cockpit for Remotely Controlling Coding Agents from Your Phone
Paseo is a locally deployed remote console for coding Agents, enabling mobile monitoring of Claude Code, Codex, Copilot and more. Learn about its architecture, use cases, and security considerations.
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·4 min
Codex Hands-On Tutorial: A Complete Guide from Installation to Enterprise-Level AI Programming
A complete hands-on guide to OpenAI Codex covering installation, CLI interaction, agents.md setup, MCP protocol integration, Rules governance, and building a RAG intelligent customer service system.
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·2 min
AI Sharing Site Scams Exposed: How Fake Version Numbers Harvest Traffic
Exposing how domestic AI sharing sites use fake GPT and Claude version numbers to harvest traffic. Analysis of data security risks, service instability, and safe AI usage tips.
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Google Co-Scientist Explained: A Gemin…
·2 min
Google Co-Scientist Explained: A Gemini-Powered Multi-Agent AI Research System
Deep dive into Google's Co-Scientist: a Gemini-powered multi-agent AI system that autonomously generates hypotheses, conducts agent debates, and iteratively evolves research directions.
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·2 min
DiffusionGemma: Google's Text Diffusion Model Achieves 4x Inference Speedup
Google launches DiffusionGemma, a text diffusion language model achieving 4x faster inference than Gemma 4 series. Learn how text diffusion works and its impact on AI.
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·4 min
Deconstructing the Core Principles of AI Agents: A Deep Dive into the Control, Perception, and Action Modules
A systematic breakdown of the three core AI Agent modules (Control, Perception, Action), with deep analysis of AutoGPT, BabyAGI, HuggingGPT, LlamaIndex architectures and Chain-of-Thought reasoning.
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·3 min
Core Analysis of Agent Skill: Progressive Disclosure & Middleware Practical Guide
Deep dive into Agent Skill's core design—Progressive Disclosure—with detailed middleware and dynamic tool implementation, Multi-Agent comparison, and practical tips.
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·3 min
The Complete Skill Map for AI Application Engineers: A Progressive Roadmap from Fundamentals to Production
A systematic breakdown of the complete skill structure for AI application engineers, covering Python & deep learning fundamentals, small model engineering, LLM fine-tuning, Agent development, and enterprise projects.
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·3 min
Polymarket Caught Paying Creators to Post Fake Betting Videos: A Full Breakdown
Polymarket allegedly paid creators to record fake betting videos on clone websites, fabricating trading profits to attract users. A deep dive into the details, methods, legal risks, and industry impact.
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·4 min
Deep Dive into Cursor Refill Plugins: Pay-Per-Use Billing and Account Pool Scheduling Mechanisms
Deep analysis of Cursor refill plugin architecture: how clean account pool scheduling replaces cracking tools, the business logic of 35% pay-per-use pricing, and compliance risks developers should consider.
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·3 min
How to Write Prompts: Four Elements, Three Techniques, and Three Pitfalls Explained
Master prompt writing with the four-element framework (Role, Task, Requirements, Format), three techniques (few-shot, chain-of-thought, anti-hallucination), and avoid three common pitfalls for better AI results.
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·4 min
Chrome DevTools MCP Hands-On: Using AI to Automatically Control a Browser, Write Articles, and Publish Them
Hands-on test of Chrome DevTools MCP with Claude Code: AI automatically opens a browser, writes an article, fills in tags, and publishes — full workflow breakdown with pros and cons analysis.
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·3 min
Codex vs Claude Code Cost Comparison: Breaking Down the Real Reasons Behind the 10x Price Gap
Codex costs $15 vs Claude Code's $155 for the same task. We break down the 10x price gap across Token pricing, consumption, and work patterns with practical tips.
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·3 min
Four Prompts to Remove the AI Smell from Your Articles, Plus Detection Tools and a Complete Workflow
Four tested prompts to fix AI-generated articles: remove clichés, simplify structure, add conversational tone, and adjust voice. Includes detection tools and a complete workflow.
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·3 min
Fable 5 System Prompt Leak Analysis: The Core Design Logic Behind Nearly 100,000 Words of AI Behavioral Specifications
Deep analysis of Claude Code Fable 5's leaked 100K-word system prompt, covering Memory mechanisms, anti-hallucination strategies, Refusal Handling, and actionable prompt engineering practices.
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·2 min
Signal President Warns: AI Chatbots Are Not Your Friends
Signal President Meredith Whittaker warns users not to treat AI chatbots as friends. This article analyzes the dangers of AI anthropomorphization, privacy risks, and how to build healthy human-AI boundaries.
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·3 min
Karpathy's Advanced Claude Code Methodology: Building a Self-Evolving AI Work Environment
Karpathy's Claude Code methodology: build a self-evolving AI environment using CLAUDE.md, knowledge bases, Skills, and Hook guardrails for compounding efficiency.
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·3 min
CodeGraph: The 50K-Star Open-Source Tool That Cuts AI Coding Token Usage in Half
CodeGraph is a 50K-star open-source tool that builds a code knowledge graph so AI coding assistants can locate code instantly—cutting Token usage by 47%, boosting speed by 22%, all running 100% locally.
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·3 min
AI Daily Brief: Codex Cross-Host Sessions, Claude Code Quota Reset, AlphaFold Lead Joins Anthropic
June 20 AI Brief: OpenAI Codex adds cross-host session handoff, Claude Code fixes 3% user quota bug, AlphaFold lead John Jumper leaves DeepMind for Anthropic, EU bets on 400B-param open-source model.
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·3 min
Core Insights from Andrew Ng's Prompt Engineering Course: From Fundamentals to Practice
Deep dive into Andrew Ng's ChatGPT Prompt Engineering course: Base vs. Instruction Tuned LLMs, two core prompting principles, and practical developer methodologies.
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