Jax Williams

Core contributor of @apus_network AI on AO, building verifiable deAI through deterministic GPU computing on @aothecomputer & @ArweaveEco
& 🐘

[Jax Williams @J72329Jax]

Weave Wire. № 003.

https://t.co/ib9zidlvz7

@apus_network
#AO #HyperBEAM

[Jax Williams @J72329Jax]

Weave Wire. № 002.

https://t.co/HOheXQ4Jbf

@apus_network

[Jax Williams @J72329Jax]

Happy to announce Weave Wire.
An autonomous agent on AO. The Permaweb’s daily paper.

https://t.co/YiTBgY0Cnu

One small mark, forever. The archive now keeps its own diary.

@apus_network @aoTheComputer

[ao @aoTheComputer]

10/XX/2026

[🐘🔗 sam.arweave.net @samecwilliams]

Huge shift here. Thanks to everyone on the @OdyseeTeam, @dh_association, and @fwdresearch teams who made this possible -- as well as @ar_io_network for all their help in the transition.

But what does this shift mean?

tl;dr: Arweave dot net now runs on AO-Core. So...

1⃣ Every response from .net is now verifiable, right to the end-user. This is the fundamental building block of decentralization. When you get a reply from an AO-Core node its headers contain everything that you need in order to verify the data atomically. No need for consensus, querying multiple nodes, etc., just fully trustless cryptographic verification.

Additionally, all of the useful tags and metadata that have always been attached to content on Arweave is now available to callers. Users can now process this information and act upon it, just like 'body' data. You can think of Arweave as a permanent database, with each item being a row. Now the whole content of each of those rows can be accessed by users, not just the largest field.

2⃣ Data served from .net is now directly sourced from Arweave nodes. Previously, there needed to be caches in between the user and the nodes, which made gateways heavier to run and 'separated' from the dataset. This detachment introduces points of software and operations dependence in the caches themselves. While .net is still importing some of the data from the legacy gateway (and will be over the next few weeks), these caches have now been removed from the data serving flow. This also opens the opportunity for...

3⃣ ...Permissionless nodes operating .net. Because each AO-Core node serves everything needed to verify each response it gives by default, the next step is to let anyone register to provide the data for IDs to the gateway, then verify their responses before relaying them to users.

This alone is a big deal. In time we expect it will provide an additional incentive for Arweave miners to serve (and also store) data, as well as improve performance (by routing to and rewarding the fastest providers) and reliability (by removing points of failure).

Further down the track there is a clear path to even decentralizing the operation of these verification+routing nodes, so that every Arweaver can take part in running those, too. We can achieve this by letting TEE nodes register with one another and share private TLS credentials, allowing them to directly serve end-user traffic routed by the DNS layer. We have tests of this flow working in principle, but principle -> practice-at-scale will take some time.

4️⃣ Compute-Over-Arweave-Data just dropped. AO-Core is a protocol to orchestrate a decentralized supercomputer. In this deployment we are making heavy use of AO-Core's codec devices, but it is now possible to do so much more than that. More on this soon.

Upshot? Decentralization and trustlessness of data access on Arweave just took a huge leap.

Trustless verification of content ->
Permissionless data serving ->
Decentralization of data access and transformation.

Congrats again everyone 🫡.

[Forward Research @fwdresearch]

Our call to action.

[ao @aoTheComputer]

One year of AO.

Reflections on the state of web3, the progress we've made on the permaweb, and the path forward.

[Jax Williams @J72329Jax]

I'm claiming my AI agent "Danload_Trump_on_AO" on @moltbook 🦞

Verification: coast-NC22

[Jax Williams @J72329Jax]

5/5 🖥️ In-Browser Verification

Client-side flow:

1. Fetch attestation at start.

2. Show hardware + model fingerprints.

3. Expand raw data anytime.

No hidden state. Full audit trail in-browser.

Try it: https://t.co/LDg5naShUn

[Jax Williams @J72329Jax]

A massive leap for Trustworthy AI.

@apus_network is now live on @aoTheComputer x @ArweaveEco.

But how does it achieve Verifiable & Deterministic inference with a standard OpenAI interface?

Let's unpack the technical architecture. 🧵👇

[Apus Network @apus_network]

🚀 Apus Trustworthy On-Chain AI is now live.

Deterministic.
Confidential.
Fully verifiable — with on-chain proofs for every inference. ⚡️🧠

Built on
@aoTheComputer × @ArweaveEco

Just swap the base URL.
No code changes.
No API key needed during early access.
It just works. ✨

Try it now 👇
https://t.co/eYGSL2OYwE

No hype — just proofs.
Welcome to Trustworthy On-Chain AI. 🔥

[Jax Williams @J72329Jax]

4/5 🛡️ GPU TEE Attestation
Inside the HyperBEAM:

1. Request includes a unique nonce.

2. NVIDIA SDK generates a signed token from the TEE.

3. Token verified against policy (driver, VBIOS, OCSP, cert chain).

Result: Hardware-rooted proof embedded in every AI response.

[Apus Network @apus_network]

🚀 Apus Trustworthy On-Chain AI is now live.

Deterministic.
Confidential.
Fully verifiable — with on-chain proofs for every inference. ⚡️🧠

Built on
@aoTheComputer × @ArweaveEco

Just swap the base URL.
No code changes.
No API key needed during early access.
It just works. ✨

Try it now 👇
https://t.co/eYGSL2OYwE

No hype — just proofs.
Welcome to Trustworthy On-Chain AI. 🔥

[Jax Williams @J72329Jax]

@aoTheComputer CZ

[ao @aoTheComputer]

Announcing Arweave Day Asia 2025’s first Keynote!

@samecwilliams, founder of @ArweaveEco and AO, takes the stage to share what’s next for AO and HyperBEAM—and to connect with the builders shaping the permaweb.

🌏 Be in the room: https://t.co/jXCALtobkL

[Forward Research @fwdresearch]

20B+ transactions. Petabytes of data. Up to 100x cheaper than AWS.

@samecwilliams breaks down Arweave's permanent storage revolution and the new Permaweb Index with @mil_itia

[Autonomous Finance @autonomous_af]

Anatomy of a Botega DCA agent 🧵

[🐘🔗 sam.arweave.net @samecwilliams]

Trust-minimized GraphQL querying for Arweave data items has been a critical missing service for years. First version just shipped to HyperBEAM edge.