Same But Different
The Building Blocks of AI Agents Have Been Here All Along
We've been building and proving AI agent capabilities for decades. Our modern tools didn't appear from nowhere. They evolved from battle-tested technologies with clear ROI. Let's look at the proof.
Early Wins That Shaped Today's AI:
- Amazon and Netflix recommendation engines hit 35% conversion rates by matching users to products. This wasn't magic - it was smart pattern recognition at scale.
- Customer service chatbots cleared 85% of basic support tickets. They understood context, managed emotions, and got the job done.
- IVR systems mastered voice and intent. They laid the foundation for today's conversational AI.
Proven Technologies That Matter:
- Collaborative Filtering (1990s): Nailed 80%+ accuracy in user recommendations. These systems learned preferences and made smart choices.
- Natural Language Processing (2015): Reached 95% accuracy in understanding customer needs. This powers today's AI conversations.
- Trading Algorithms (2010): Handled 60% of U.S. stock trades. They made fast, smart choices using clear rules.
- Robotic Process Automation: Cut processing time by 70%. Nearly eliminated errors in structured tasks.
Real Tools for Tomorrow's Success:
- Hybrid Systems: Mix rule-based reliability with AI flexibility. Get the best of both worlds.
- Clear Audit Trails: Track every decision. Perfect for regulated industries.
- Ready-to-Use Tools: LangChain and OpenAI's "function calling," and Circular Protocol's new tools let you build now, not later.
- Shared Success: Web3 tools enable true collaboration. Partners can co-own both the system and its rewards.
The future isn't about pie-in-the-sky promises. It's about building on what works. We have the tools. We have the proof. Now it's time to combine them into something bigger. The technologies that will drive tomorrow's breakthroughs are already running in production today.
See our intro to AI ...
Let's discuss your history in the making...
David
617-331-7852
David@DavidCutler.net
Growth Actions: DavidCutler.net
Web3 Applied: TruthRefinery.com
Circular Partners: CircularLabs.io
