⛨SPFsmartGATEby Stonecell.AI⛨SPFsmartGATEby Stonecell.AISPFsmartGATE isn't another model — it's the gate under the model you already use. Every action the AI wants to take is scored and verified before it executes. Rogue commands never run. Claims are checked against ground truth. It learns your tasks, remembers everything, and runs entirely on your machine.
The top five internet platforms — roughly 180 billion visits a month between them — spend billions engineering speed, verification, and restraint into their AI systems, because that's what keeps people trusting the machine. SPFsmartGATE puts the same class of machinery under your AI, on your hardware, working for you instead of on you.
Figures compiled from public engineering blogs, ACM research, and third-party platform analyses (Aug 2026). SPFsmartGATE applies the same principles — verified actions, instant response, disciplined interruption — to the AI agent running on your machine.
SPFsmartGATE sits between the model and your system. Whatever the AI wants to do passes through the gate — scored, checked, allowed or stopped — before it can touch anything real.
Destructive or off-policy commands are stopped at the gate — complexity-scored, path-allowlisted, logged. Before they execute, not after. This is the difference between an assistant you supervise and one you can trust.
The model can't assert a file was written or a command succeeded — the gate checks ground truth before accepting the claim.
A built-in assistant trains on your work over time. The longer it runs, the more capable it gets — on your data, not someone else's.
Web access, memory recall, code execution, benchmark tooling — served through a governed, auditable interface.
Runs on your hardware. No data leaves. Defense at multiple levels — gate, sandbox, memory, audit.
Connects to any CLI over the universal MCP protocol — stdio or API — across an encrypted mesh. Model-agnostic by design.
Verified ARC-AGI-3 completions driven by GLM 5.3 through SPFsmartGATE. Every run has a scorecard, JSON replay, and API key usage log. These are real results — not estimates.
| Game | Levels | Result | Actions | Model |
|---|---|---|---|---|
| FT09 | 6 / 6 | complete | 75 | GLM 5.3via SPF |
| LP85 | 8 / 8 | complete | 177 | GLM 5.3via SPF |
| R11L | 6 / 6 | complete | 130 | GLM 5.3via SPF |
| S5I5 | 8 / 8 | complete | 177 | GLM 5.3via SPF |
Every result backed by scorecard, JSON replay, and API key usage log. Independently verifiable.
Drop a folder — docs, code, specs — and it's indexed, embedded, and vectored automatically. A local multi-brain store holds what the agent learns, so capability grows across sessions instead of resetting. Your data never leaves the machine.
Files dropped into a watched folder are chunked, embedded, and vectored into the local brain — no manual pipeline.
The assistant learns the content and serves it back as grounded context — cutting hallucination at the source.
One protocol, every tool. SPFsmartGATE speaks the universal MCP standard — locally over stdio, or remotely over an encrypted API mesh.
[ Launch-day content — drop the announcement, demo, or release link here. ]
Join the early-access list. The first cohort gets SPFsmartGATE before public release — and you'll be first to see what's coming. No spam. One email when it matters. That's the restraint principle, applied to you too.
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