#research automation
828 related articles
·3 min
AI Research Automation: More Like Data Cleaning Than Inventing the Transformer
AI research automation will look more like data cleaning than inventing the Transformer. Explore how automating 60%-80% of repetitive research work reshapes the AI research paradigm.
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·3 min
AI Research Automation: More Like Data Cleaning Than Inventing the Transformer
Why AI research automation looks more like data cleaning than inventing the Transformer. Exploring the value of automating 60%-80% of repetitive research work and how human-AI collaboration reshapes the research paradigm.
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·4 min
Testing a Research Automation Agent: Zero-Shot Reproduction of a NeurIPS Paper End-to-End
Testing research automation agent Klaus Goh: full reproduction of IBM's TTM time series paper at NeurIPS—from search to zero-shot inference, 2700+ predictions in 10 seconds, MSE 0.363 beating TimesFM.
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·4 min
AI Agents Powering the Full Research Pipeline: A Practical Guide to Automation from Topic Selection to Publication
Learn how to use AI Agents to link the entire research pipeline—from literature management, data analysis, and paper writing to scientific illustration and dissemination—building a reusable research automation workflow with NotebookLM, N8N, and Ollama.
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·3 min
Deep Dive into Closco: The Research Automation Platform That Goes from Natural Language to Complete Reports
Deep analysis of Closco's research automation platform covering cloud sandbox architecture, self-healing execution, batch computing, and applications in computational materials science, drug design, and genomics.
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Product Reviews·3 min
Costco Research Automation Agent Hands-On: One-Click Reproduction of Eigenfaces from Paper to Code
Hands-on test of Costco end-to-end research automation Agent: from reading the classic Eigenfaces paper to PCA code implementation, eigenface visualization, experimental evaluation, and LaTeX paper delivery in six steps.
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·2 min
OpenAI Open-Sources Codex Security Components: Setting a New Standard for AI Coding Safety
OpenAI open-sources Codex Security components, bringing automated security detection to AI code generation. Analysis of its strategic value, developer impact, and the industry shift from capability to security.
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·2 min
OpenAI Open-Sources Codex Security Components: Setting a New Standard for AI Coding Safety
OpenAI open-sources Codex Security components, bringing automated security detection to AI code generation. Analysis of its strategic significance and industry impact.
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·2 min
Gemini 3.5 Flash Cyber: Google's Lightweight Model Built for Cybersecurity
Google launches Gemini 3.5 Flash Cyber, a lightweight AI model built for cybersecurity teams focused on proactive vulnerability discovery and patching before exploitation.
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·3 min
GitHub Supply Chain Security Upgrade: A Deep Dive into npm and Actions Defense Mechanisms
GitHub upgrades supply chain defenses for npm and Actions with provenance attestation, least privilege enforcement, and anomaly detection to combat attacks.
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·3 min
GitHub Supply Chain Security Upgrade: A Deep Dive into npm and Actions Defense Mechanisms
GitHub upgrades supply chain defenses for npm and Actions with provenance attestation, least privilege principles, and anomaly detection across multiple layers.
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·6 min
Harness Engineering: From Context Engineering to the Third Phase of AI Programming
Explore Harness Engineering: the next evolution beyond context engineering for AI programming. Learn how to build enterprise-grade Skill systems and deliver real projects with mid-tier models.
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·5 min
Opus 5 Builds a No Man's Sky-Style Exploration Game in One Day: MCP and Sub-Agent Architecture Explained
A developer used Anthropic's Opus 5 model to build a No Man's Sky-style space exploration game in one day using Blender MCP and sub-agents. Deep dive into the technical architecture and industry implications.
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·3 min
Deep Dive into Microsoft's AI Security Tools: Does Performance Really Surpass the Competition?
Microsoft launches enterprise AI security tools claiming superior performance. This deep analysis examines core capabilities, ecosystem advantages, and risks to guide enterprise security decisions.
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·3 min
Practical Guide to Agent Development: The Complete Path from Zero to Commercial Deployment
A systematic guide to AI Agent development from beginner to deployment, covering task planning, tool calling, memory management, learning paths, and realistic commercial monetization considerations.
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·2 min
A Beginner's Guide to Vibe Coding: Building Your Career Moat with AI Programming
A detailed guide to Vibe Coding with AI programming tools like Claude Code, Cursor, and Codex. Learn how to leverage AI-driven development to ship products independently and build lasting career value.
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·3 min
OpenAI Academy Hands-On Training: How Small Business Owners Can Use ChatGPT to Boost Operational Efficiency
OpenAI Academy hosted hands-on ChatGPT training for small businesses in California. This article analyzes the training design, core value, and practical insights for entrepreneurs.
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·3 min
How AI Agents Are Reshaping Enterprise Work: From Task Automation to Organizational Restructuring
Explore how AI agents are redefining enterprise work—from applied AI partnerships and multi-agent collaboration to structural workflow redesign and organizational transformation.
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·3 min
ChatGPT Now Handles Documents, Spreadsheets, and Slides: A New Breakthrough in AI Office Automation
ChatGPT adds document, spreadsheet, and slide processing capabilities, supporting information consolidation, data analysis, presentation generation, and in-file editing — directly competing with Microsoft Copilot and Google Workspace AI.
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·3 min
OpenAI Academy Hands-On Training: How Small Business Owners Can Use ChatGPT to Boost Efficiency
OpenAI Academy hosted hands-on ChatGPT training for small businesses in California. Learn the training's design philosophy, core value, and practical takeaways for entrepreneurs.
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