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Watching AI Talk to AI is Fascinating, Scary and Observable
AI-to-AI conversations, decoded and on display. No black boxes. No guesswork.
Jul 2
•
Kevin Collins
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Watching AI Talk to AI is Fascinating, Scary and Observable
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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The Anatomy of Questions: Why Prompting Is Obsolete in an Automated AI World
Jun 30
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Kevin Collins
1
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The End of Prompt Engineering: Automation Needs a Brain, Not a Typist
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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.
Jun 27
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Kevin Collins
1
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Extreme AI Observability: Why It Matters — and Why Most Tools Fall Short
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Financial Insights API - All the Signals. Autonomous Finance. One API
Building the Future of Financial Intelligence: Unlocking the Power of AI-Driven APIs
Jun 25
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Kevin Collins
4
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Financial Insights API - All the Signals. Autonomous Finance. One API
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Why Integration Is the Silent Killer, or Savior, of Enterprise AI
Rethinking AI Integration: Seamless, Scalable Connectivity Is the Cornerstone of an Intelligent Enterprise
Jun 22
•
Kevin Collins
3
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Why Integration Is the Silent Killer, or Savior, of Enterprise AI
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Crossfactual AI: How Charli is Verifying the Verifiers
Fact-checking Large Language Models with Agentic AI and Contextual Cross-Retrieval Augmentation
Jun 19
•
Kevin Collins
2
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Crossfactual AI: How Charli is Verifying the Verifiers
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From Prompt Chaos to Precision: Engineering AI Automation That Actually Works for Finance
Rethinking Investment Intelligence: Building Scalable, Accurate, and Configurable AI at Charli
Jun 17
•
Kevin Collins
5
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From Prompt Chaos to Precision: Engineering AI Automation That Actually Works for Finance
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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…
Jun 16
•
Kevin Collins
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Charli’s Conversational AI: Designed for Research-Grade Automation, Not Chatbot Chit-Chat
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Big AI models won’t save you from bad data.
Why AI Keeps Failing Finance—And How Forensic Data Architecture Can Fix It
Jun 15
•
Kevin Collins
4
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Big AI models won’t save you from bad data.
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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
Jun 15
•
Kevin Collins
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Pulling Back the Curtain on Reflective Reasoning in AI for Finance
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You're Thinking About 'Human in the Loop' All Wrong
You’re Thinking About ‘Human in the Loop’ All Wrong
Jun 15
•
Kevin Collins
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You're Thinking About 'Human in the Loop' All Wrong
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Homogenization Masquerading as Democratization
How Monolithic AI is Flattening Innovation in the Name of Progress
Jun 14
•
Kevin Collins
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Homogenization Masquerading as Democratization
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