Inside Charli AI Labs

Inside Charli AI Labs

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The Signal Is in the Data Mess: Why Charli Embraces What Everyone Else Tries to Clean Up
Why Clean Data is Killing Insight—and What Real AI Needs Instead
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Kevin Collins
AI Infrastructure for Capital Markets: The Shift Has Already Begun
The Terminal Is Dead: Why AI Infrastructure Is the Future of Capital Markets
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Kevin Collins
Watching AI Talk to AI is Fascinating, Scary and Observable
AI-to-AI conversations, decoded and on display. No black boxes. No guesswork.
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Kevin Collins

June 2025

The End of Prompt Engineering: Automation Needs a Brain, Not a Typist
The Anatomy of Questions: Why Prompting Is Obsolete in an Automated AI World
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Kevin Collins
Extreme AI Observability: Why It Matters — and Why Most Tools Fall Short
End-to-end traceability, accountability, and explainability for AI systems that think, adapt, and act — at enterprise scale.
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Kevin Collins
Financial Insights API - All the Signals. Autonomous Finance. One API
Building the Future of Financial Intelligence: Unlocking the Power of AI-Driven APIs
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Kevin Collins
Why Integration Is the Silent Killer, or Savior, of Enterprise AI
Rethinking AI Integration: Seamless, Scalable Connectivity Is the Cornerstone of an Intelligent Enterprise
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Kevin Collins
Crossfactual AI: How Charli is Verifying the Verifiers
Fact-checking Large Language Models with Agentic AI and Contextual Cross-Retrieval Augmentation
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Kevin Collins
From Prompt Chaos to Precision: Engineering AI Automation That Actually Works for Finance
Rethinking Investment Intelligence: Building Scalable, Accurate, and Configurable AI at Charli
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Kevin Collins
Charli’s Conversational AI: Designed for Research-Grade Automation, Not Chatbot Chit-Chat
Unlike conventional chatbots optimized for free-form dialogue, the conversational AI within Charli is purpose-built for analytically precise, multiparty…
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Kevin Collins
Big AI models won’t save you from bad data.
Why AI Keeps Failing Finance—And How Forensic Data Architecture Can Fix It
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Kevin Collins
Pulling Back the Curtain on Reflective Reasoning in AI for Finance
How Charli’s Deep Analysis unlocks real reasoning in the high-stakes world of capital markets
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Kevin Collins
© 2025 Kevin Collins
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