Research

Ecosystem Notes.

Rigorous technical research, infrastructure analysis and announcements from the Orzatty labs. Each article is a fragment of the sovereign architecture we are building.

Launch September 2, 2026 · 4 min read Sylor S2 Pro · GGUF · Open Weights

Sylor S2 Pro: the GGUFs are now available on Hugging Face

One week after the second-generation flagship launch — 744B MoE, 40B active, 1M context — we are publishing the quantized weights in GGUF format for local execution with llama.cpp, LM Studio and Ollama.

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Announcement July 2026 · 8 min read Artificial Intelligence · LLM

The Arrival of Sylor S1 Pro: 1T Parameters in LATAM

A journey through the technical challenge and hardware architecture needed to train and operate the largest AI model ever developed in South America. From transformer architecture choice to regional fine-tuning strategy.

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Research June 2026 · 12 min read Rust · P2P · Protocols

Orzatty Protocol in Rust: Designing the Global South Network

Exhaustive analysis of the Zero-Copy P2P architecture built on QUIC. Why we discarded WebSockets, legacy TCP and gRPC to build a 20x faster protocol from scratch.

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Security May 2026 · 10 min read Kernel · Security · Rust

Centinela: Kernel-Level Cybersecurity with 7 Rust Crates

How we prevent unauthorized memory injection, syscall hooking and rootkit attacks with a security suite built directly in kernel space.

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Networks April 2026 · 9 min read HTTP/3 · QUIC · TCP

HTTP/3 vs QUIC vs TCP: The Latency Verdict in the Global South

Real network performance benchmarks measured from nodes in Venezuela, Colombia and Argentina. The data that justifies why Orzatty Protocol abandons the traditional TCP stack.

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Research March 2026 · 14 min read Quantum · Crypto · RSA

Quantum Computing vs RSA: The Future of Sovereign Cryptography

An analysis of the impact Shor and Grover quantum algorithms will have on current cryptographic systems and Orzatty roadmap towards post-quantum cryptography.

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CEO Note January 2026 · 5 min read Vision · Manifesto

Vision Is Not Asked For, It Is Built

Dylan Ramses Orzatty explains why importing fundamental technology is a strategic risk and how Orzatty is creating the foundation for the next generation digital independence.

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