Great breakdown from the Machine Learning Developers Facebook page which we
follow on the shift from Generative to Agentic systems!
While the industry is racing toward AI Agents, (Section 3), the real challenge
remains in Section 7: Limitations. "No real understanding", and "Complex to
design" are the hurdles that keep many companies stuck in the "Generative"
drafting phase. At True Partner Systems we believe the bridge between
"Prompting", and "Autonomous Action" isn't just more data. It's Logic.
By integrating structured reasoning with these neural models we can help
with building agents that don't just act, but understand the mission
parameters. Looking forward to discussing how we're solving these limitations
in upcoming Consultations!!
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