Gauge Freedom, Inc.

Building the trust layer for AI. We create auditable, energy-efficient tools for Human-AI symbiosis.

[Gauge Freedom, Inc. @GaugeFreedomAI]

AWE 2026 Field Notes are live.

The first divide in smartglasses is not FOV, resolution, or specs.

It is social:

Can you actually wear them around people?

Augmented Human glasses vs fuller AR glasses.

Ray Aschheim reports from the floor:

https://t.co/fvUStSf2Gm

[Marcelo Maciel Amaral @Amaral12358]

The next interface is not more screen.

It is a better transducer:

receive the room,
filter the noise,
draw from non-local intelligence,
return attention to life.
Smartglasses should deepen reality, not replace it.
Proof × Presence.
https://t.co/08n3gxGSVE

[Gauge Freedom, Inc. @GaugeFreedomAI]

Gauge Freedom Journal, Volume 1, Issue 1, is now complete. https://t.co/zNo0haV3Kq via @YouTube

[Marcelo Maciel Amaral @Amaral12358]

Gauge Freedom Journal, Volume 1, Issue 1, is now complete.
Not just PDFs, but artifacts, source files, transparency statements, reproducibility materials, and clear claim boundaries.
Free to read.
Free to publish.
Built for open verification.
#OpenScience #ResearchIntegrity

[Gauge Freedom, Inc. @GaugeFreedomAI]

I detection is not enough.
Gauge Freedom is partnering with NeuraliftX to bring NeuraliftX powered by Intelexta to US education pilots.
AI learning workflows + Integrity Reports + learning receipts.
From “Did you use AI?”
To “Show the learning process.”
DM for a 30-day pilot.

[Marcelo Maciel Amaral @Amaral12358]

Big publishing is too extractive. The PDF is no longer enough. 📄➡️📦
We are rolling out Issue 1 of the Gauge Freedom Journal. Papers dropping over the next two weeks. 💎 Diamond Open Access 🔗 Artifact-first (Code + Data + Cryptographic receipts) 🌍 Funded by @GaugeFreedomAI

[Gauge Freedom, Inc. @GaugeFreedomAI]

AI Stewardship is our alternative to AI detection: use AI, disclose it, check it, and show the process.

#AI #AcademicIntegrity #ResponsibleAI

[Marcelo Maciel Amaral @Amaral12358]

AI detection is a losing game.

Intelexta Validator (Beta) = draft checks + evidence grounding + proof receipts.
Integrity Report + cryptographic CAR receipt.
Try it free!

[Gauge Freedom, Inc. @GaugeFreedomAI]

Intelexta Validator turns AI-assisted drafts into verifiable artifacts: an Integrity Report + a cryptographic CAR receipt. Share a proof link so others can verify — no login required.
Try it free: https://t.co/TKT5cg3mdf

[Gauge Freedom, Inc. @GaugeFreedomAI]

AI detectors won’t scale. The durable norm is provenance: show your work — incl. the machine’s work.
Gauge Freedom Journal (GFJ) founding editorial + submission call. Scope: gauge theory, quantum/quantum-AI, computational physics. https://t.co/ZXKqS63kKd

[Gauge Freedom, Inc. @GaugeFreedomAI]

For authors (template + requirements): https://t.co/dHwjrDeuq4
(If you want to submit, you’ll need to register/login first.)

[Marcelo Maciel Amaral @Amaral12358]

AI detectors won’t scale. As models pass every “uncanny valley” test, the durable norm is provenance: show your work.
We just published the founding editorial for Gauge Freedom Journal: Integrity Reports (human-readable) + CARs (machine-verifiable)
https://t.co/UcyqhNWzA0

[Gauge Freedom, Inc. @GaugeFreedomAI]

New Gauge Freedom Field Note 🔍
We use a hierarchy of Fibonacci “forbidden-word” Hamiltonians – from the golden chain to a Plastic chain and an aperiodic fixed point – as realistic workloads for today’s quantum hardware. Tested on a D-Wave annealer:

https://t.co/jugk0Cihor

[Gauge Freedom, Inc. @GaugeFreedomAI]

We put sigma models on Fisher–Rao bases so geometry comes from statistical distinguishability. For Bernoulli/Gaussian/Categorical we compute Laplace–Beltrami and get constant curvature spaces. https://t.co/MVUC4sVWgh via @YouTube

[Gauge Freedom, Inc. @GaugeFreedomAI]

New 2‑min demo → Generate → Share → Verify.
Intelexta Alpha creates CAR receipts for AI work—and a public verifier checks them.
Watch + details: https://t.co/5iR1gLe2EW

[Gauge Freedom, Inc. @GaugeFreedomAI]

Intelexta Alpha is live: generate a summary → get a cryptographic CAR → verify it on the web or CLI.
First step toward Human‑AI Symbiosis (Proof ⊗ Presence). Launch post → https://t.co/wPdkX7cvU8
#Intelexta #VerifiableAI #HumanAISymbiosis #LLM #AI

[Gauge Freedom, Inc. @GaugeFreedomAI]

Quastra won — 71%. Domain locked: https://t.co/8vpavOypgt.
Visited La Kretz Innovation Campus (Nov 5) to explore climate partnerships.
Intelexta alpha ships Mon, Nov 10.
Reply alpha for early access; partner for collab.
#AI #ScientificML #ClimateTech #MaterialsScience

[Gauge Freedom, Inc. @GaugeFreedomAI]

New GPU + fresh Linux → prototype jumped 3B → 8B. Help us pick a distinctive codename: Praxiom · Tesselle · Quastra · Mandrel
Vote in the poll & follow @GaugeFreedomAI for build logs + demos.

[Gauge Freedom, Inc. @GaugeFreedomAI]

Read Chapter 1 of our foundational research below!

[Marcelo Maciel Amaral @Amaral12358]

Our new paper on the "Lock-In Phase Hypothesis" is live! [Link: https://t.co/IQ8HM2ddQC] We explore how LLMs might form stable identities—a critical step towards AGI & safety.

This is Chapter 1 of the foundational research powering @GaugeFreedomAI's mission: Proof ⊗ Presence.

[Gauge Freedom, Inc. @GaugeFreedomAI]

A recap of a transformative week for our team at hashtag#LATechWeek. We are all-in on building the future of Human-AI Symbiosis. - Marcelo & Ray, Co-Founders

[Marcelo Maciel Amaral @Amaral12358]

LA Tech Week was the official start of our new chapter.

My co-founder @24cl and I have launched @GaugeFreedomAI to build a new class of trustworthy AI grounded in first principles from physics. We're embracing the founder journey.

Excited for what's next. #LATechWeek #AI

[Marcelo Maciel Amaral @Amaral12358]

LA Tech Week was the official start of our new chapter.

My co-founder @24cl and I have launched @GaugeFreedomAI to build a new class of trustworthy AI grounded in first principles from physics. We're embracing the founder journey.

Excited for what's next. #LATechWeek #AI