AGI, ASI, Quantum Computers, oh my!

Mobius Hub today is an idea: strong security and privacy controls should not be an enterprise-only consideration. Today, security is mostly controlled by third parties, with users trusting them to follow appropriate security practices. Public statements are great, but how many average consumers are doing pentests on their providers to ensure those claims are real? Audits can only cover so much and, as we know from the number of successful attacks in the news, they do have gaps.

Today, we have powerful large language models capable of finding security vulnerabilities at a scale that has the DoD and mega-corporations shaking in their boots. Corporations are scrambling to patch faster than attackers can sharpen their tools and methods. The idea is that the average consumer is protected by allowing those corporations to host their data. To some degree, that is true: an attacker goes after a corporation because one attack can gather millions of users' data. That makes them the primary target. In the past, worms and Trojan horses targeted end users for the same reason. They could spread at scale and gather a lot of users' data in one campaign. Protections improved at the network, communications, and authentication levels, making lateral spread across consumer endpoints far harder and less common than it once was. All great things that make Mobius Hub sound pointless.

But let's think about tomorrow.

Here's what an attack could look like, in the jargon the experts use:

Tomorrow, an AI directs a cryptographically relevant quantum computer against TLS traffic captured from your bank connection three years ago. If the connection used quantum-vulnerable asymmetric key exchange, the system solves the key-agreement problem, reconstructs the session key, decrypts the application payload, and recovers a password you never changed. It runs credential-stuffing across your accounts, maps the account-recovery graph, and gains access to the secondary inbox used to recover your primary email. From there, it resets the authentication factors, revokes your trusted sessions, and registers an attacker-controlled passkey. Maybe it compromises the recovery channel or synchronized credential store, or steals a bearer token. Half of you just stopped reading and are glossing over this paragraph because who has any clue what I am even talking about? And that's the problem. You don't know what any of that meant, nor should you be expected to. IT departments hire specialists who have gone to school to learn everything I just said. When attackers use AI to attack endpoints at scale, adapting and learning as they move, the threats of tomorrow are going to shift back to the endpoint level. A worm will adapt on the fly to avoid detection, choose new propagation paths, and spread in novel ways faster than any human could.

How about your identity? How do you prove you are you in the future? What happens when AI can alter video so accurately that it can't be reliably detected? Video tends to be treated as strong evidence in court today. Tomorrow, it costs $2.50 in tokens to make a security recording show Madonna robbing the bank instead. Think watermarks, hashes, and blockchain-based proofing systems would prevent the data from being altered? Not if the capture device or signing key is compromised, or if quantum-vulnerable signatures can be forged. Those systems can help prove that data has not changed since it was signed; they cannot prove the original data was real before signing. Technology that doesn't exist today, or may not even be an idea in someone's head yet, will need to be created to meet the threats of tomorrow.

One thing is certain, though: trickle-down protections from third-party providers won't be enough, and not everyone is going to be able to afford their own IT department. Even if they could, that doesn't mean they should have to. Protection should not break the bank.

Kronos is our answer: a private AI workspace that runs on your own hardware. It brings your conversations, notes, calendar, messages, files, tasks and approved apps together in one place, and your data, memory, credentials and AI processing stay with you. If you want to share or sync, Hubs give you encrypted spaces open only to the people and devices you choose. A Hub is a locked, shared space, like a family vault. Mobius Hub can carry that data but can't read it. Sync is optional, and Kronos works fully on its own. Kronos is proprietary software from Mobius Hub, LLC, licensed, not sold.

The future is shaping up to be a wild ride across the digital landscape. Let's work together to make it less scary.