Oct 8, 2025, 7:40 AM ETConference Presentation, Fireside Chat, Product Demonstration

Eric Piscini (Hashgraph) & Jonathan Dotan (EQTY Lab): Proof of Trust Rethinking AI ft. DLTBlockchain

Primary Barrier to AI Scaling: Business leaders identify "trust" as the primary obstacle to deploying AI for mission-critical tasks, rather than cost or technical complexity.
The "Certificate" Solution: Equity Lab proposes a mandatory, tamper-proof certificate for every AI model and agent that provides millisecond-fast, extensive evidence of its origin, training data, and logic.
The Web 3 Parallel: The speakers draw a direct comparison between the adoption of SSL certificates for e-commerce (verifying website identity) and the proposed AI agent certificates (verifying agent identity and behavior).
Regulatory and Liability Alignment: The system ensures AI agents can prove adherence to internal company policies, regulatory frameworks (e.g., GDPR, CCPA), and liability guardrails.

Computational Barrier Solved: The team leveraged "secure enclaves" in next-generation CPUs and GPUs (specifically Intel and NVIDIA hardware released in 2023) to isolate code execution.
Performance Metrics: Prototype testing on NVIDIA Blackwell architecture achieved a 400,000x speed increase in generating cryptographic proofs compared to previous zero-knowledge proof methods.
Hardware-Rooted Trust: The system utilizes a "notary" embedded in the hardware processor that stamps and verifies every line of code and data input, creating a persistent seal that remains valid decades later.
Blockchain Integration: Generated certificates are recorded on the Hedera blockchain to ensure immutability, enabling automated smart contract actions for payments, licensing, and access control.

Accenture Pilot: A successful deployment involving 11 AI agents was demonstrated, handling workflows requiring strict PII protection under California privacy laws.
Human-in-the-Loop Mechanism: The demo showed that agents remain blocked from execution until authorized by a human supervisor, after which the system unblocks and generates a notarized proof of the action.
Proof of Activity: The system provides a summary of agent actions written by an agent itself, alongside immutable records of which policies were passed and which controls were implemented.

Non-Human Internet Dominance: For the first time in history, non-human (AI) web activity has surpassed human activity, a trend expected to accelerate.
Projected Agent Scale: Jensen Huang (NVIDIA) predicts 100 million AI agents per division within the industry, leading to an anticipated global count of trillions of agents.
Network Traffic Projections: AI agent activity is projected to drive a 120% compound annual growth rate (CAGR) in network activity, reaching 2,000 exabytes of data traffic.
Physical AI Expansion: The humanoid robot market is valued at $7 trillion, with projections that AI physical agents could be present in 37% of all homes by 2050.
Emerging Marketing Paradigm: Marketing strategies are shifting from "Human Marketing" to "AI Agent Optimization" (AIO), requiring campaigns designed to be consumed and acted upon by autonomous agents rather than humans.
Sovereign "Passports": Future AI agents may require a digital "passport" or sovereign guarantee to gain access to resources or travel across networks, similar to international travel requirements.

Hedera & Equity Lab Partnership: AshGraph (Hedera's corporate parent) partners with Equity Lab to combine blockchain's data governance with AI's trust requirements, targeting enterprise supply chain, financial markets, and tokenization.
Hardware Collaboration: Early partnership and validation efforts with Intel and NVIDIA were critical to demonstrating the feasibility of hardware-enforced cryptographic proofs.
Industry Positioning: Hedera positions itself as the "adults in the room" for blockchain, focusing exclusively on enterprise applications rather than retail cryptocurrency speculation.