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The Oracle CouncilMonthly · 2-min read

Field notes
from the oracle.

Engineering deep-dives, regulatory analysis, and customer stories — written by the founders and the Oracle Council. One monthly digest, no filler.

Engineering · Featured

Why we built audit manifests in Rust, not Python.

The non-obvious choice that made bit-for-bit reproducibility actually possible — a deep dive into determinism, type safety, and what regulated AI demands of its substrate.

Carlos Matías Baglieri14 min · soon
§ 01Recent posts
Engineering

The 4-layer Geo-Neural Layer explained

What each layer does, why we split them, how versioning works.

Carlos Matías Baglieri12 min
Audit

EU AI Act Annex III: a practical compliance checklist

What it actually requires, mapped to specific manifest fields.

Carolina Fogliato18 min
Engineering

Sister-LLMs: ensemble reasoning over a shared ontology

How 5 independent LLMs produce a single calibrated distribution.

Carlos Matías Baglieri15 min
Oracle

The auditable oracle category — why now

$42B convergence of decision intelligence and governed AI.

Carolina Fogliato10 min
Engineering

10× token reduction with deino-loom

Context curation via attention budgets — without losing fidelity.

Carlos Matías Baglieri11 min
Audit

How to defend an AI decision to your regulator

What examiners actually look for, and what to hand them.

Carolina Fogliato14 min
Customer

Six weeks of audit prep, in six hours

A LATAM Tier-2 bank rewires its BCRA cycle around manifests.

Oracle Council8 min
Oracle

Point predictions are a liability

Why distributions, not numbers, are what a CRO can actually defend.

Carolina Fogliato9 min
§ 02What we write about
PILLAR · 01

Behind the Architecture

Rust + GNL + A2A deep-dives. For platform engineers, CTOs, and curious builders.

PILLAR · 02

Audit-First AI

EU AI Act, SEC, BCRA practical guides. For compliance officers and risk managers.

PILLAR · 03

The Oracle Layer

Category creation, market analysis, why now. For investors and analysts.

PILLAR · 04

Customer Stories

Anonymized case studies, audit walkthroughs, deployment patterns.

Subscribe to The Oracle Council.

Monthly: one founder note, regulatory updates, the engineering post of the month, a customer story. Two-minute read. No filler.