EP 447: AI's Technical Leaps: Memory, Models, and Major Changes (2025 AI Predictions - Vol. 5)
whatshot 6 snips
Jan 24, 2025
Get ready for a wild ride through the future of AI! This discussion dives into how AI is evolving to not only chat but also remember important information. Explore the shift from large to small language models, unlocking greater accessibility. Discover the exciting concept of specialized models working together, like a digital Avengers team, enhancing efficiency. And don't miss the intriguing insights on the elusive quest for artificial general intelligence – all this while the world debates its possibilities!
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insights INSIGHT
Narrow AI Agents Will Dominate
Narrow AI agents, specialized in specific tasks, will be more prevalent than general AI agents.
An "agentic router" will manage multiple narrow agents, as opposed to one agent handling everything.
insights INSIGHT
LLM Memory: A Major Focus
AI memory, distinct from context windows, will become crucial. It allows AI to recall information infinitely across an organization.
This enhanced memory will improve outputs, trustworthiness, and reduce hallucinations.
insights INSIGHT
LLMs are Becoming SLMs
Large language models (LLMs) are shrinking in size while increasing in power, leading to smaller, more efficient models.
This shift allows for on-device AI, reducing energy consumption and data privacy concerns.
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Everything in your current AI playbook is about to get shredded, stomped on, and turned into digital confetti.
I've spent 2024 living in the bleeding edge of AI development, meticulously tracking AI’s development as my full-time job.
And what's coming next….. yikes.
↳ We're entering an era where AI doesn't just chat – it REMEMBERS. ↳ Where what us humans know becomes kinda worthless. (Or at least worth less.) ↳ Where specialized models hit harder than a triple espresso shot. ↳ Where different AIs team up like some digital Avengers squad.
And AGI?
It might just slip through the door while everyone's busy debating if it's possible.
We're peeling back the silicon curtain on the last and final installment of our 2025 AI Predictions and Roadmap: AI's Technical Leaps: Memory, Models, and Major Changes.
Topics Covered in This Episode: 1. Narrow AI Agents 2. LLM Memory 3. LLMs Becoming Small Language Models 4. Mixture of Models 5. AGI is Achieved
Timestamps: 00:00 Live Insights and Trend Spotting 06:25 "Seeking Feedback for Newsletter" 07:44 AGI: Not Coming Anytime Soon 11:11 AI Memory and Context Windows 15:25 "Microsoft's GPT-4 Mini Revelation" 18:32 Open Source Models' Future Evolution 20:47 Small Models Surpassing Larger Ones 25:37 "AGI Achieved? Debating OpenAI's Claim" 28:35 AGI Achieved: Minimal Immediate Impact
Keywords: AI predictions, AGI, artificial general intelligence, large language models, dumb AI, technical leaps, memory models, everyday AI, AI trends, free daily newsletter, AI experts, podcasts, Microsoft, Google, OpenAI, IBM, agent orchestrators, public companies, AI agents, company reasoning data collection, API prices, AI video tools, AI influencers, AI software, AI regulations, narrow AI agents, LLM memory, context window, OpenAI's memory feature, mixture of models.
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