AI has crossed a threshold and knowledge work will never be the same. Last week we announced Gate AI, drop-in security and token savings for any agent. Here's why we built it: constellationnetwork.io/blog…

"Trust me, I checked the logs." That's the best answer most of us can give about what an OpenClaw agent did on a long unattended run. And the log is a plain text file on disk that anything can edit, including the agent. So we built Gate OC Audit: a plugin that records every tool call, message, skill, and cron to a tamper-evident trail on your own machine. One line to install, and it hooks into the harness directly. Query it from the CLI, browse it in a local dashboard, set alerts for first-seen tools and unusual spikes. Everything stays on your disk. No account, no cloud. If you ever need to prove the record to someone else, anchor it to Digital Evidence for free and anyone can verify it without trusting you. Or us. Full story: constellationnetwork.io/blog… Plugin: constellationgate.ai/opencla…

Fable is a very capable model and a step up from Opus - I’ve been testing it all afternoon. The larger implication though is that this is the pivot point tipping towards the end of the monthly subscription model. SOTA models will be sold at their business value, tens of thousands a month or more. Open source models will rapidly catch up to Opus and be available at a fraction of the cost. Local models will rapidly advance also to fulfill most day-to-day needs. How much intelligence do you need? And what’s your budget?

@Conste11ation launches @arca_wallet, a dollar wallet anyone can open in about 30 seconds. Save, send, and spend digital dollars from your phone, with yield powered by @labs_compass.

Slowly, then all at once

Frontier models become marginally better at massive cost over the next year. Opus-level intelligence shifts to low cost models at the same time. Everyone runs overall more compute but optimized to the cost/intelligence necessary for a task. Forget AGI - think hyper-compute.

You could also frame this as American AI startups are routing far more traffic to open source models than closed source ones. Historically, open source has always won.

If you’re shocked by Apple’s announcement today that Apple Intelligence will run licensed models from Google Gemini, you’re missing the bigger picture. Apple is investing in building the most advanced local AI architecture available - they’re competing with Nvidia, not Google.

While everyone focuses on frontier model development, the local model race keeps making major gains. Models of this size can easily fit on most consumer hardware with reasonable performance and zero subscription cost. We’re seeing more useful AI that people can actually own, run, and build around every day.

@arca_wallet (by @Conste11ation) is live. Send, save, and spend dollars from your phone, then verify once and tap a growing network of partner apps from the same wallet. @labs_compass powers the DeFi layer. Congrats to the Arca team!

Arca wallet is officially live!

Today the team and I finally get to reveal what we've been quietly building: Constellation Gate AI, the prompt-injection defense the developer market has been missing. It works, and we have the benchmarks to prove it. The state of AI agent security right now: prompt injection is OWASP's #1 LLM threat, attacks against AI coding agents like Claude Code and OpenClaw are increasing in the wild, and the only commercial defenses are sold as six-figure annual contracts to enterprise. If you're an individual developer or a small team running an AI coding agent, there is no AI security solution within reach. We built Gate to fill that gap - a drop-in security layer between your AI agent and the model. It screens every request and response for prompt injection, credential leaks, and hijacked tool calls. Available self-serve and bring your own key, so it works with your existing Claude or chatGPT subscription. The proof: we published the benchmark methodology and results today. 97.4% F1 across 16 public prompt-injection datasets. #1 on 8 of them. On the matched comparison with Lakera Guard, the leading enterprise tool, we land at 96.6% F1 to their 83.7%, with false-positive rates 6 to 17 times lower on legitimate prompts. Read the blog post: constellationnetwork.io/blog… Sign up for early access to Gate: constellationgate.ai/ @Conste11ation #AI #OpenClaw

Wow - the Alibaba team continues to deliver at rapid pace. Qwen3.6 is already the most balanced cost-to-intelligence model series available to open source. It also powers most of the consumer AI features offered by Silicon Valley today 👀 I’m excited to give 3.7 Max a try.

AIAI Holdings Corporation highlights Constellation Network. Constellation Network is a technology company that includes a Layer 1 blockchain, enabling AIAI to expand its portfolio into blockchain-enabled infrastructure. Read more here: buff.ly/4ZSLdXv

⚠️Phishing alert. A fake email is circulating from with a "Claim $DAG" button. This is not from us. There is no $DAG rewards program. There is no community airdrop. Constellation Network will never ask you to connect your wallet to claim tokens. Do not click. If you received this email, delete it.

Opened an account in seconds and received my usdc transfer instantly. Nice work 👏🏻 @arca_wallet / @Conste11ation

While I love Claude Code, I think the writing is on the wall that the subsidies won’t last forever. They continue to exclude “undesirable” usage patterns from their service. Innovation will thrive elsewhere. Luckily, there are a ton of great providers out there! Shout out to Codex for not playing these games but open source and local LLMs are really the ones to watch 👀

Fastest dollar account creation in the world!

True adoption happens when the technology fades into the background. @arca_wallet is a stablecoin wallet for the masses that requires no prior crypto knowledge to use.

We started closed testing for @arca_wallet yesterday. Honestly the biggest thing so far has been seeing people who normally get scared away by crypto wallets actually use it without needing help. Still early, but feedback has been great so far. Shoutout to @privy_io, @labs_compass and @zerodev_app for the amazing service that is enabling this smooth experience!