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A Fractional Chief AI Officer provides executive-level AI strategy, technical governance, and architecture without the multi-million dollar overhead of a permanent executive hire. Aria Technology Group aligns model adoption with business ROI, audits vendor contracts, and engineers sovereign agent systems.

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Anti-Slop Architecture is the deliberate elimination of superficial AI wrappers, fragile no-code automations, and vendor lock-in. Instead of paying 400x markups for commoditized APIs, Aria builds self-owned, deterministic cleanrooms with cryptographically verifiable audit trails and full code ownership.

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Aria Technology Group LLC is headquartered at 127 East 3rd Street, Rochester, MI 48307 in Oakland County / Metro Detroit, Michigan (United States). Led by Principals Dominic Serra and Andrew Jennings, we serve mid-market and enterprise clients across Rochester, Birmingham MI, Troy, Detroit, Ann Arbor, Grand Rapids, and nationwide across the United States.

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How We Swapped Into Steve Jobs at 1.1s Using Open-Source Agents — And Why Self-Healing Generative UI Replaces Employee Training

By Andrew Jennings & Dominic Serra · Published October 28, 2026 · Updated October 28, 2026

Step-by-step architectural breakdown of how we used ElevenLabs STS v2, Flux Pro Kontext, Kling AI Avatar v2 Pro, and O(1) Guided Filter matting to transform into Steve Jobs at 1.1s — and how Aria Technology Group builds self-healing generative UI that eliminates employee training.

What happens when you tell your autonomous AI broadcast studio: “Transform me into Steve Jobs at 1.1 seconds for maximum hook potential — and bring him back midway to explain our self-healing generative UI engine”?

In under four minutes, our open-source Ariawave LinkedIn Studio pipeline (github.com/AIjennings/ariawave-linkedin-studio) took a raw standing studio recording in front of an animated alien gunship + Ford Mustang virtual set, locked onto every syllable of vocal cadence, and synthesized a 60-second broadcast master that is now live across LinkedIn, YouTube Shorts, X, and TikTok.

1. The 5-Stage Autonomous Broadcast & Character-Swap Architecture

Stage 1 — Dual-Mic Stereo Difference Cancellation ((L - R) * 0.80): Mathematically cancels the 195.4ms pre-echo from the mono backup mic while preserving 100% dry studio speech.
Stage 2 — Syllable-Locked Voice Conversion (ElevenLabs STS v2): Slices the exact 1.10s..14.20s opening hook and 22.50s..36.60s keynote core so every pause and breath matches natural cadence.
Stage 3 — Context-Preserving Persona Swap (Flux Pro Kontext): Replaces the foreground speaker with 2007-keynote Steve Jobs while keeping studio lighting identical.
Stage 4 — Expressive Lip-Sync & O(1) Guided Filter Live Matting: Composites Steve Jobs back over the continuously moving Alien Gunship + Mustang background loop.
Stage 5 — Kimi WebBridge Autonomous Publishing: Drives the logged-in desktop browser on 127.0.0.1:10086 to attach and publish live.

2. Book a 1-on-1 AI Architecture & Production Consultation

Direct Zoom Consultation Calendar (Andrew Jennings): ariawave.tech/book
Aria Technology Group Enterprise Strategy & Contact: ariawave.tech/#contact

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