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Rod Johnson

@springrod

Building the future of agent frameworks at Embabel. Creator of Spring. Developer, Entrepreneur, Investor, Author. linkedin.com/in/johnsonroda/
Sydney / Bay Area github.com/embabel/embabe… Joined April 2009
806 Following 34K Followers 5.5K Posts

Latest posts 5

Rod Johnson @springrod
Gartner cites AI context platforms among the top strategic technology trends.

"Gartner predicts that by 2027, organizations that prioritize semantics in AI-ready data will increase agentic AI accuracy by up to 80% and reduce costs by up to 60%."

We agree
worlds.embabel.com
worlds.embabel.com Embabel Worlds: let AI understand your world So it can act on your behalf, knowing what matters to you. Bring your documents and the systems you already run, and your AI understands them as one world, with every answer showing its sources.
1 replies 5 reposts 23 likes 2.4K views View on X
Rod Johnson @springrod
Great piece @iRomin. Google Knowledge Catalog is a nice option for the meaning layer, and we're adding an integration to Embabel Worlds.

Interested in an Embabel version of Chai & Co, with the same Google services underneath?
Richard Seroter Verified account @rseroter 6d
How can you make it easier for builders to do the right thing?

Earlier this week, @springrod published a post on governed context layers (medium.com/@springrod/vib…). Read it.

@iRomin took that idea and built a safe context layer in @googlecloud. Read it.
medium.com/google-cloud/s…
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2 replies 5 reposts 12 likes 2.1K views View on X
Rod Johnson @springrod
"Code mode" is the future. LLMs should write programs vs call many individual tools. Saves context, builds on their training on huge amounts of code, and is a better way to expose business understanding

Next question: what language should LLMs code in?

medium.com/@springrod/the…
medium.com The Graph Is a View, Not a Database: Cypher Over Everything with Embabel I recently discussed why the context or semantic layer is critical AI infrastructure, and introduced Embabel Worlds.
2 replies 5 reposts 34 likes 5.5K views View on X
Rod Johnson @springrod
Cypher is great. It's awesome for grounding LLM responses.

What if it was much bigger than a single database, and you could query anything with it? With Embabel Worlds, you can. Today.

New blog about the technical choices in our context layer.

medium.com/@springrod/the…
medium.com The Graph Is a View, Not a Database: Cypher Over Everything with Embabel I recently discussed why the context or semantic layer is critical AI infrastructure, and introduced Embabel Worlds.