Alex McCarthy — Research Blog
Insights, technical deep-dives, and project updates in automation, red teaming, and AI-driven vulnerability detection.
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Eval Results
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Looking into other Search Methods
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Improving the MOD Navigator
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Test Markdown using the converter
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Can I use Network Graphs to Expand our MOD Navigator?
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Can we change the Model to save cost?
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RAG Pipeline Model Comparison Report with Evaluation Scores
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Continuous Calibration/Continuous Development framework - Where Do Evals Play a Part?
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Improving the OCR interface
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Combining and improving the OCR system with an interface.
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Image Recognition using Artificial Intelligence
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Looking at how the prompt and tool access affects quality
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Looking at Chat GPT 5 + Other OpenAI developments
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MCP and Other AI protocols Research
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AI Agent Limitations
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AI Agent Evolution (Should they even be developed?)
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Improvements to Chain of Thoughts
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Chain of Thought Research
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Security Scanner!
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Recent AI developments in industry
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Building the Security scanner + Cerebras Research
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The 6 Key Principles For Production AI Agents