#Steer function
114 related articles
·2 min
GPT-5.6 Three-Model Showdown: Sol vs Terra vs Luna — Which One Should You Pick?
OpenAI GPT-5.6 launches Sol, Terra, and Luna simultaneously. We compare benchmarks and real-world coding tests to help you choose the right model for your needs.
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·6 min
The Complete Codex Guide: From Beginner to Pro with the All-in-One AI Assistant
OpenAI Codex is more than a coding tool—it's an AI agent that writes code, makes slides, and operates browsers. This guide covers its four versions, permission modes, plugins, automation, and six best practices.
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·3 min
lx: 72 Local CLI Tools That Bring Ollama Models Into Your Terminal
lx is a set of 72 single-purpose CLI tools running on local Ollama models — no API key, fully offline. Supports git commit generation, log debugging, and more. Rust binaries with <15ms cold start; 7–8B models work great.
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·2 min
HF Viewer: Free Interactive Visualization Tool for Exploring 2,300+ Open-Source AI Model Architectures
HF Viewer is a free interactive tool for visualizing 2,300+ open-source AI model architectures. Explore Transformers and more via graph nodes, animations, and paper links.
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·2 min
Building 3D Aerial Combat Game AFTERBURN Solo with Claude Code: A Full Development Diary
An indie developer built low-poly aerial combat game AFTERBURN using Claude Code, covering flight controls, dogfight AI, weapon systems, and cinematic replay. A real look at AI-assisted game development.
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·3 min
AI Large Language Models for Beginners: Core Concepts and Chinese Model Landscape
New to AI? This guide clarifies AI, machine learning, deep learning, and LLMs, traces milestones from Deep Blue to DeepSeek, and maps out China's LLM landscape.
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The Hidden Logic Behind Book Awards: N…
·3 min
The Hidden Logic Behind Book Awards: Nominations, Judges, and Commercial Interests
How do the Pulitzer and Booker Prizes really work? This article unpacks nomination mechanics, judge subjectivity, and commercial incentives behind book awards.
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·2 min
Do Longer Contexts Break LLM Instructions? Understanding Instruction Decay and How to Fix It
As conversation context grows, LLMs gradually "forget" early instructions — this is instruction decay. Learn the causes, attention mechanism principles, Lost in the Middle effect, and practical mitigation strategies.
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·2 min
Getting Started with Claude Code: AI Programming Has Entered Its Fifth Stage
Explore the five stages of AI programming evolution — from handwritten code to Claude Code and Codex enabling autonomous debugging and commits. Understand AI's limits from 0-to-1 vs 1-to-100, and what skills developers need next.
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·7 min
GPT Live Full-Duplex Voice: How AI Learns to Listen and Master Conversational Rhythm
OpenAI's GPT Live introduces full-duplex voice architecture supporting simultaneous listen-and-speak, real-time translation, and separated foreground/background reasoning. A deep dive into its tech, use cases, and safety boundaries.
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In the Age of AI Acceleration, Where D…
·2 min
In the Age of AI Acceleration, Where Does Human Work Still Matter?
When AI can generate code, write content, and run analysis, what makes humans irreplaceable? This deep dive explores where human value lies in the AI era.
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AI Boosts Research Careers While Pushi…
·2 min
AI Boosts Research Careers While Pushing Scientific Discovery Toward Homogeneity
AI tools are accelerating individual research careers, but as the scientific community converges on similar AI models, discovery risks becoming homogeneous. An analysis of the incentive problem.
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EU Mandates Driver-Monitoring Cameras …
·3 min
EU Mandates Driver-Monitoring Cameras in All New Cars: Where's the Line Between Safety and Privacy?
The EU's General Safety Regulation mandates driver-monitoring cameras in all new cars. We break down the safety rationale, data handling, and privacy risks you need to know.
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·2 min
Burning $200K Testing GPT-5.6: Where Are the Real Limits of Agent Capability?
A developer got early access to GPT-5.6 and ran extreme tests over 1.5 months across 67 projects, burning ~$200K in inference. Here's how it performed on code refactoring, React Native rewrites, GRUB boot repair, and more.
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American Woman Rows Solo Across the Pa…
·2 min
American Woman Rows Solo Across the Pacific: A 3,800-Kilometer Feat of Solitude
An American woman rowed solo about 3,800 km across the Pacific from California to Hawaii, making history. A deep look at the tech, psychology, and human-machine collaboration behind this extreme feat.
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·5 min
GPT-5.6 In-Depth Field Test: A Real-World Log After Burning Through $200K
A developer stress-tested GPT-5.6 for six weeks across 67 projects, burning $180K-$240K in inference. Real cases of task persistence, Rust rewrites, autonomous browser control — plus honest frontend and 3D shortfalls.
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·6 min
A Deep Dive into AI Agent Harnesses: The Core Engineering Behind Agent Frameworks
What is an AI Agent's harness? This article systematically dissects the core components of agent frameworks: context management, tool use, control loops, and caching strategies—revealing why the same model performs so differently across harnesses.
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·5 min
GPT-5.6 Released: Hands-On Analysis of Programmatic Tool Calling and Autonomous Agents
GPT-5.6 is officially released with core upgrades including programmatic tool calling, autonomous subagent delegation, and higher token information density. A hands-on card game build reveals its Agentic power.
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·3 min
GPT-5.6 Launches: Three New Models and Codex Officially Merges into ChatGPT
OpenAI launches GPT-5.6 with three models — Soul, Tola, and Luna — delivering benchmark scores 13 points ahead of Anthropic at 1/16th the cost, while merging Codex into ChatGPT to shift from ChatBot to Agent.
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·7 min
Google's $250K Bounty: Linux VM Escape Vulnerability Sets a Historic Record
Google paid a security researcher $250K for a Linux kernel VM escape vulnerability, setting a VRP record. An in-depth analysis of VM escape principles, kCTF incentives, and cloud security impact.
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