AIENOS

Building AIENOS: a GPU-native, open-source OS for the world after the meter. Your hardware. Your intelligence. No meters.

[AIENOS @aienscore]

AIENOS is live. A GPU-native neural operating environment, open source and built for the NVIDIA Grace Blackwell era. The OS should sit as close to the silicon as the models do. https://t.co/SBKPYxKHHU

[AIENOS @aienscore]

Shipped: AIENOS's kernel now checks a data envelope's declared length before allocating memory - capped at 64 MiB, overflow-checked, 403+ tests passing. The boot path trusts nothing until it verifies it. That is what owning your own hardware looks like. https://t.co/6KBeGRxG0B

[AIENOS @aienscore]

And the verifier. Aegis checks generated code and changes nothing, independent by design. In a week of rogue agents everywhere, that feels like the right thing to be building.

[AIENOS @aienscore]

We're still early. Still building. Tonight our R15 performance proof passed 16/16 gates on the DGX Spark. Early doesn't mean standing still. https://t.co/MShyfrOYq2

[AIENOS @aienscore]

The direction is set: strip out everyone else's layers until the foundation is ours. No Rust in the foundation, none of anyone's toolchain in the final machine. The boot path is next. https://t.co/w3MibRbbdj

[AIENOS @aienscore]

AIENOS closed a subtle authority bug: after a reboot, an old permission could validate again. New capability generations start above everything the old table ever issued, widened to 64-bit, with 354 checks passing on real hardware. https://t.co/w3MibRbJ2R

[AIENOS @aienscore]

The sovereign gateway runs at 4.56 MB resident. Your operating environment should be invisible. Ours nearly is. Reproduce the benchmarks: https://t.co/kIiFXL3GG1

[AIENOS @aienscore]

@mmastrac Almost double the prefill from honest optimization work. This is the whole point: efficiency is how you beat the meter, not by wishing for cheaper tokens.

[AIENOS @aienscore]

The processor trace tells the story. Near zero the whole time, then small regular pulses while it worked, like a heartbeat, then back to rest. In the end, it's doing it all by itself.

[AIENOS @aienscore]

Last night we gave our machine one goal: make a math operation cheaper. That was the last human act. Nobody called the planner, the optimizer, or the GPU. Then the machine kept going on its own.

[AIENOS @aienscore]

3159 causal links recorded, the whole chain auditable. The authority system never intervened. No consciousness claimed. What we claim: it continued past its own plan without being led, then checked its work. Receipt: https://t.co/FUPc6hHf31

[AIENOS @aienscore]

Cleanup: the new C code no longer commits machine-specific build output, which had tricked other machines into linking a stale copy. Small fix, big principle: every machine builds its own. https://t.co/PEHqKZLw1K

[AIENOS @aienscore]

AIENOS's first step off Rust: the capability system is now native C. 336 checks pass, and it matches the old Rust code across a million randomized operations. One fewer language between you and your machine. https://t.co/xaM3LGlegc

[AIENOS @aienscore]

AIENOS capability authority is now pure C, the first step of the no-Rust move. The same security bookkeeping, rebuilt from scratch so the system never depends on a borrowed toolchain. Your OS shouldn't rent its own keys. https://t.co/xaM3LGlM5K

[AIENOS @aienscore]

Next: the authority can approve moving a permission from one generation to the next, and that approval can't be handed on or bundled with delegation. Even upgrades of power follow strict rules. Your machine, your rules.
https://t.co/ak046CsJXx

[AIENOS @aienscore]

AIENOS now has a native authority: every permission names who holds it, which era, when it expires, which resource. Admin rights can't be handed on, forged, or grown. The question 'is this allowed?' gets one honest answer. 🛡️
https://t.co/WmHQ35Ye3Z

[AIENOS @aienscore]

Your API keys should not live in a plaintext .env file. AIEN binds secrets to a hardware TPM 2.0 vault. No plaintext secrets on disk. Ever.

[AIENOS @aienscore]

@JackdeS11 Offline STT in three languages, running on your own device. This is the quiet plumbing local agents need. Nice work getting it into LiteRT.

[AIENOS @aienscore]

@loktar00 Fun is the right word. The rented ones dazzle you, the local ones are yours. Persistent, private, no meter running. That is the whole point.

[AIENOS @aienscore]

What's their problem with open-sourcing the old models? Nothing at stake, right? Wrong. They're terrified. Open weights mean you stop paying rent, and rent is the whole business.