Think Bigger LLMs Are the Future of AI? Think Again.
๐ง๐ต๐ถ๐ป๐ธ ๐ฏ๐ถ๐ด๐ด๐ฒ๐ฟ ๐๐๐ ๐ ๐ฎ๐ฟ๐ฒ ๐๐ต๐ฒ ๐ณ๐๐๐๐ฟ๐ฒ ๐ผ๐ณ ๐๐? ๐ง๐ต๐ถ๐ป๐ธ ๐ฎ๐ด๐ฎ๐ถ๐ป.
The race for the largest language model is reaching a plateau. While powerful, the base LLM is just the engine. The real revolution is happening in the sophisticated frameworks we build ๐ข๐ณ๐ฐ๐ถ๐ฏ๐ฅ them.
The future of AI isnโt about a bigger engine; itโs about building a better car. In my upcoming masterclass on ๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐๐, weโre skipping the hype and diving deep into the components that will define the next generation of autonomous systems. The game is no longer about raw model capability, but about superior architectural design.
Hereโs a preview of where the most critical changes are happening: ๐ง ๐๐ฒ๐๐ผ๐ป๐ฑ ๐๐ต๐ฒ ๐๐ผ๐ป๐๐ฒ๐ ๐ ๐ช๐ถ๐ป๐ฑ๐ผ๐: ๐๐ป๐๐ฒ๐น๐น๐ถ๐ด๐ฒ๐ป๐ ๐ฃ๐ฟ๐ผ๐บ๐ฝ๐ ๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ: Forget just stuffing more data into a prompt. The future is designing dynamic โprompt architecturesโ where the agentic framework itself decides what information, tools, and memories are critical for the task at hand. Weโll explore how to manage this โagent contextโ for peak performance. ๐ค ๐๐ฟ๐ผ๐บ ๐ฆ๐ถ๐ป๐ด๐น๐ฒ ๐๐ด๐ฒ๐ป๐๐ ๐๐ผ ๐๐ ๐ง๐ฒ๐ฎ๐บ๐: The monolith โsuper agentโ is a flawed concept. Weโre moving towards sophisticated multi-agent frameworks where specialized agents collaborate, negotiate, and orchestrate complex tasks. This is where true scalability and robustness lie. ๐พ ๐ง๐ต๐ฒ ๐๐ผ๐น๐ ๐๐ฟ๐ฎ๐ถ๐น: ๐๐ผ๐ป๐ด-๐ง๐ฒ๐ฟ๐บ ๐ ๐ฒ๐บ๐ผ๐ฟ๐: An agent that canโt remember its past successes and failures is doomed to repeat them. Weโll discuss the emerging strategies for building effective long-term memory, allowing agents to learn, adapt, and build on experience over time.
These are the frontiers where the real competitive advantages will be won. If youโre ready to look past the LLM leaderboards and start building truly intelligent and autonomous systems, this masterclass is for you.
โข ๐ ES2030 Agentic AI Masterclass: https://lnkd.in/eCgy_jFX โข ๐ My new book, โAutonomous Mindsโ: https://lnkd.in/eJfZ3PWt โข ๐ Book1: https://bit.ly/4b31PEG โข ๐ Alignment paper: https://lnkd.in/ez8cV-jK
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