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News

News Forbes 4 days ago
Personal State Is The Missing Layer In AI Architecture
Personal AI will require private state at the edge, general intelligence in the cloud and an orchestration layer that decides what may cross between them.
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News NVIDIA Developer Forums 4 days ago
LLM inference under CKKS FHE on one DGX Spark: 1 s/token interactive, and a full every-layer-encrypted run
FHE - Fully homomorphic encryption means computing directly on encrypted data: the server evaluates the model without ever decrypting the inputs, the activations, or the outputs, and it could not read them if it wanted t…
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News naftiko.io 7 days ago
Your MCP Client Trusts Too Much: What a Capability Layer Actually Stops Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
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News Nexla 8 days ago
What the Heck Is a Context Layer?
What a context layer is, why AI agents fail without one, and how Nexla's open Helix engine grounds every agent answer with live, governed context.
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How I Measured the PII Layer in Front of an LLM (And Version One Masked the Label, Not the Tax Number)
Version one of my PII layer masked the words "tax number" and let the Greek AFM through. How I measured Presidio, the checksum trap, and the threshold that silently detects nothing. Part 1 of From Prompt to Proof.
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