The AI Lab asserts that artificial intelligence has drastically shortened the timeframe for preparing for quantum computing, from approximately 20 years to just two. This acceleration, driven by improvements in quantum hardware, error correction and AI-assisted research, has prompted the launch of the Trust Identity Protocol (TIP), a post-quantum standard for verifying digital content.
“Content without a CTID is content no one stands behind, and readers have every right to ignore it,” says Dr. Sofia Martinez, Chief Executive Officer and President of The AI Lab. TIP records content on an immutable ledger, establishing proof of origin and integrity in an era where Google has internally set a 2029 deadline to move to post-quantum cryptography.
AI Acceleration Shrinks Quantum Threat Timeline to Two Years
Fewer than 100,000 physical qubits are now estimated to be sufficient to break RSA-2048 encryption, a dramatic reduction from the 20 million qubits projected in 2019, according to a new architectural design called the Pinnacle Architecture. This shrinking threshold, coupled with advances in error correction, is rapidly accelerating the timeline for quantum decryption capabilities and prompting immediate action from both industry and standards bodies. The compression of this timeline is not solely attributable to hardware improvements. Artificial intelligence is playing an increasingly important role.
Google Quantum AI and Google DeepMind used AI to refine quantum error correction, including the development of the AlphaQubit system unveiled in 2024, while AI-powered tools are now employed in circuit design, machine calibration and the discovery of improved qubit materials. IBM researchers have also published findings detailing how advancements in both quantum computing and AI may influence the pace of post-quantum migration.
This convergence of technologies has led to a reassessment of previously held assumptions about the quantum threat. Expert surveys corroborate this accelerated timeline. The Global Risk Institute’s Quantum Threat Timeline Report 2025 estimated a 28 to 49 percent probability of a cryptographically relevant quantum computer becoming operational within the next decade. Industry responses reflect this heightened sense of urgency.
Cloudflare has joined Google in accelerating its post-quantum readiness deadline to 2029, demonstrating a widespread recognition of the evolving risk landscape. Governments are also responding, with the U.S. National Institute of Standards and Technology (NIST) publishing its first post-quantum standards in August 2024, including FIPS 204 for digital signatures.
Beyond the immediate cryptographic concerns, The AI Lab highlights a less discussed risk: the potential erosion of proof of authorship in the digital age. “Every essay, every book, every film is a piece of someone’s life,” said Dr. Martinez. “People should not have to wonder whether proof of their work will still hold in five years. TIP is built so that it will.” TIP operates by assigning each digital work a unique TIP, a permanent tag signed by the creator.
This tag records the creator’s identity, a declaration of whether the work was created by a human, AI, or a combination of both and a record of any subsequent alterations. The protocol uses ML-DSA-65, defined in FIPS 204 and SHAKE-256 from the SHA-3 family, ensuring that even minor changes to the content invalidate the signature. Signing keys are encrypted and secured through the W3C WebAuthn passkey standard, while the TIP itself is recorded on a decentralized, immutable ledger.
The AI Lab frames TIP as a humanitarian effort, arguing that proof of authorship should not be contingent on financial resources or legal expertise. “No one can tell you the exact year a quantum computer will break today’s signatures,” said Dinesh Mendhe, Founder and Chairman of The AI Lab and inventor of TIP.
“But Google, NIST, and the people who set global standards have stopped waiting, and so have we. The record of who made what in our century should not depend on locks we already know will fail.” Rooverse, Apex Modular Solutions, and Iffel International’s One Brain are among the first adopters of the protocol, integrating TIP into their platforms and websites.
The Global Risk Institute’s Quantum Threat Timeline Report 2025 found that a cryptographically relevant quantum computer is quite possible within 10 years, with an estimated likelihood of 28 to 49 percent.
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