# Intel TXT Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/intel-txt
> Markdown URL: https://aitinkerers.org/technologies/intel-txt.md
> Technology record last updated: 2026-02-27T15:12:17Z
> Generated: 2026-09-21T15:40:08Z

Intel TXT establishes a hardware-based root of trust to verify platform integrity from boot-up through runtime.

Intel TXT uses the SENTER instruction to trigger a Measured Launch Environment (MLE) that anchors platform security in the silicon. It leverages a Trusted Platform Module (TPM) and Authenticated Code (AC) modules to cryptographically measure the BIOS, firmware, and hypervisor. This creates a verifiable chain of trust: detecting rootkits or firmware tampering before the OS even initializes. By comparing these measurements against known-good values, TXT ensures that sensitive workloads execute only on a platform with a proven (untampered) state.

- Official technology site: https://www.intel.com/content/www/us/en/architecture-and-technology/trusted-execution-technology/trusted-execution-technology-security-overview.html
- Public AI Tinkerers demos and talks: 3
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Encrypted Inferences: A 5‑Minute FHE with FHE‑Studio and FHE Model Marketplace](https://toronto.aitinkerers.org/talks/rsvp_tT7xsSECN2Y)

I’ll present https://fhe-studio.com/, an open-source development environment designed to make encrypted data structures, algorithms, and AI workflows practical for real-world use. We will go through coding in cipher patterns I published at: https://towardsdatascience.com/coding-in-cipher-encrypted-data-structures-and-algorithms-dd99e584a655/ The session will include a live demonstration of building and running computations directly on encrypted data, followed by an overview of an AI Marketplace https://aimarketplace.01com.com/ that enables publishing FHE-based models and running encrypted inference without exposing plaintext data to model owners, infrastructure providers, or operators

- Event context: AI Tinkerers Toronto - January 2026 Meetup at Google! — 2026-01-29 — Toronto
- Public talk page: https://toronto.aitinkerers.org/talks/rsvp_tT7xsSECN2Y

### [Stateful AI Without Vendor Lock-In](https://amsterdam.aitinkerers.org/talks/rsvp_S03vGD_udWI)

This talk presents the architecture and live technical demonstration of Intangle, a stateful AI system built around a self-learning memory layer called the Coherence Engine. I will walk through how we securely persist, scope, and retrieve long-term conversational memory while orchestrating an agentic mesh across multiple MCP-compatible model providers. The session will focus on concrete implementation details: encrypted memory graphs, agent governance, execution inside Trusted Execution Environments, and cross-vendor context portability. All examples will be within our production environment and demonstrated live, without slides.

- Event context: Trust & Security in AI Demo Night — Amsterdam Edition — 2025-12-16 — Amsterdam
- Public talk page: https://amsterdam.aitinkerers.org/talks/rsvp_S03vGD_udWI

### [Beyond Public Data: Unlocking AI's Next Frontier with Secure Private Data](https://waterloo.aitinkerers.org/talks/rsvp_cXgF867zQU8)

This session will provide a technical deep dive into building secure data access infrastructure that enables AI systems to train on private data without compromising privacy or security. We'll walk through the complete architecture of a decentralized data access system that uses Trusted Execution Environments (TEEs), encryption, and blockchain technology to create a trustless environment for data access. You'll leave with practical knowledge of the technical challenges in private data aggregation and working code examples you can adapt for your own projects.

- Event context: AI Tinkerers - Waterloo April Meetup — 2025-04-21 — Waterloo
- Public talk page: https://waterloo.aitinkerers.org/talks/rsvp_cXgF867zQU8

## Related Technologies

- [AMD SEV](https://aitinkerers.org/technologies/amd-sev) ([Markdown](https://aitinkerers.org/technologies/amd-sev.md)) — 3 public demos
- [ARM TrustZone](https://aitinkerers.org/technologies/arm-trustzone) ([Markdown](https://aitinkerers.org/technologies/arm-trustzone.md)) — 3 public demos
- [Intel SGX](https://aitinkerers.org/technologies/intel-sgx) ([Markdown](https://aitinkerers.org/technologies/intel-sgx.md)) — 3 public demos
- [Intel TDX](https://aitinkerers.org/technologies/intel-tdx) ([Markdown](https://aitinkerers.org/technologies/intel-tdx.md)) — 3 public demos
- [QSEE](https://aitinkerers.org/technologies/qsee) ([Markdown](https://aitinkerers.org/technologies/qsee.md)) — 3 public demos
- [SEV-ES](https://aitinkerers.org/technologies/sev-es) ([Markdown](https://aitinkerers.org/technologies/sev-es.md)) — 3 public demos
- [SEV-SNP](https://aitinkerers.org/technologies/sev-snp) ([Markdown](https://aitinkerers.org/technologies/sev-snp.md)) — 3 public demos
- [AI Marketplace](https://aitinkerers.org/technologies/ai-marketplace) ([Markdown](https://aitinkerers.org/technologies/ai-marketplace.md)) — 1 public demo
- [Angular](https://aitinkerers.org/technologies/angular) ([Markdown](https://aitinkerers.org/technologies/angular.md)) — 6 public demos
- [Docker](https://aitinkerers.org/technologies/docker) ([Markdown](https://aitinkerers.org/technologies/docker.md)) — 147 public demos
- [FHE Studio](https://aitinkerers.org/technologies/fhe-studio) ([Markdown](https://aitinkerers.org/technologies/fhe-studio.md)) — 1 public demo
- [Fully Homomorphic Encryption](https://aitinkerers.org/technologies/fully-homomorphic-encryption) ([Markdown](https://aitinkerers.org/technologies/fully-homomorphic-encryption.md)) — 1 public demo
- [IPFS](https://aitinkerers.org/technologies/ipfs) ([Markdown](https://aitinkerers.org/technologies/ipfs.md)) — 3 public demos
- [Open-source LLMs](https://aitinkerers.org/technologies/open-source-llms) ([Markdown](https://aitinkerers.org/technologies/open-source-llms.md)) — 2 public demos
- [REST API](https://aitinkerers.org/technologies/rest-api) ([Markdown](https://aitinkerers.org/technologies/rest-api.md)) — 4 public demos
- [Solidity](https://aitinkerers.org/technologies/solidity) ([Markdown](https://aitinkerers.org/technologies/solidity.md)) — 1 public demo
- [Trusted Execution Environments](https://aitinkerers.org/technologies/trusted-execution-environments) ([Markdown](https://aitinkerers.org/technologies/trusted-execution-environments.md)) — 1 public demo