A guest article by Mike Luparelli Mathieu, Product Innovation Director, Facephi
Live the Future
Living the Future right now looks like this: Digital and Physical interactions are real-time, online, and offline. Traceability, Observability, Explicability, Accountability, Authentication, and Auditability are fundamentals for Digital Trust, Compliance, and Non-Repudiation. Human capabilities are seamlessly augmented by technology and wearables. Data Decentralization is a must-have. Physical and Digital Contextual data collection is very precise and insightful. Data Lakes are much wider than deeper. Data Decentralization, aggregation, and anonymization is the most significant enabler for Collective Intelligence. Connection latency is trivial. Models are both based on simulations and probabilistic.
Agents reduce Market Inefficiencies by arbitraging price gaps between different offers and orders. Reinforcement learning derived from similar feedback makes Agents converge in similar outputs (i.e. Convergence Trap). Agents providing strategic diversity provide a competitive advantage. Quantum Cryptography is not negotiable anymore. The Cat and Mouse approach to security is exhausted. A probable paradigm shift in security infrastructure and communications comes up. The frontier between Mobile Device and Wearables is thinner than ever. Proximity connections are competing with online connections. Native Apps are aggregated in a seamless App Agent. Geopolitics has an impact on energy provision, on digital sovereignty, and therefore, on IT infrastructure geolocation.
Wallets are as important as Accounts for the Financial System. They are the main driving force for adopting Post Quantum Cryptography. Every Wallet has more than one AI Agent. Agents’ specialization is atomic. Agents rely on dialogue between Generative AI and World Models. Reputation is an asset in Agentic Commerce. Agents have contextual awareness. Hands-off transactions where humans transact digitally in the physical world such as accessing a VIP lounge, are signed with a behavioral interaction showing willingness such as capturing a selfie while walking through a biometric touch point.
Agents are interconnected, forming agent networks. Dynamic pricing is real-time and ubiquitous in atomic transactions. In such an interconnected network, game theory and evolutionary dynamics rule Agents’ behavior. Equilibrium is, most of the time, stable. Innovative strategies introduce instability. Reinforcement learning makes them all converge into a new equilibrium. In the long term, equilibrium prevails. Agents start learning from this source of Collective Intelligence. Every iteration of instability and a return to equilibrium makes the system smarter. Artificial General Intelligence is getting closer.
The Blueprint for an Agent-Era Identity Platform
To face this new fraud frontier, platforms like Facephi are shifting toward an AI-first infrastructure that provides privacy-security by design, and operational resiliency within the identity domain. It must be agile and resilient. For instance, leveraging the physical and digital Contextual Awareness derived from contextual intelligence, such as a device fingerprint and connection attributes, Device Intelligence, such as malware detection, SIM swap, and active calls, among others, Behavioral Analytics, such as user journey mapping, or velocity patterns, and Behavioral Biometrics. These engines – designed to prevent Account Takeover – will be ready to also prevent Agent or Wallet Takeover, assessing physical signals for whether a Human is Present and taking Agents’ signals such as Reputation and Knowledge Graph Analysis (such as Transaction Monitoring adapted to Wallet activity) if a Human is not Present. Physical AI, World Models, and AI Wearables will augment its capabilities.
Additionally, Digital Identities are integrated into this platform to deliver security, convenience, and privacy to user enrolment, authentication, and authorization within the digital ecosystem. Combined with face biometrics, this technology provides Strong Customer Authentication and a high Level of Assurance. The underlying technology (PKI Public Key Cryptography and verification), adopted by Payments System Providers (such as AP2 Agent Payment Protocol), will let the identity and payments regimes converge. This will enable the automation of Agentic Commerce and will enhance the adoption of wallets with agentic capabilities for dynamic pricing and transactions, in a sense that identity attributes, consent, eligibility, and payment methods could be presented in one motion. An enabler for both Human Present and Human Not Present transactions.
Thinking about Wallets the same way as Accounts means that the underlying knowledge graph technology of transaction monitoring takes wallets as nodes, and their interactions as edges. These edges contain information about the owner, but also about the Agent taking part in the transaction, so the Account Classification technology used for scam detection in instant payments adapts to the future of Agentic Commerce, or the future of Agentic Open Banking. The future described is around the corner. Identity and Payments are converging very quickly. Wallets will adopt Agents in a moment. Physical AI and World Models will disrupt (or complement) the Generative AI way of doing things shortly. Technology providers must be ready for this new landscape. Facephi has started by Living the Future with its AI-first identity and anti-fraud platform, which is facing the new fraud frontier.
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By Mike Luparelli Mathieu, Product Innovation Director, Facephi
