Skynet and ScreenMemory turn research, publishing, social distribution, and visual proof into a repeatable operating system.
The public site is the demo surface: live articles, audit trails, viewport checks, and social workflows show the infrastructure investors and partners can inspect today.
Content-heavy operators, agencies, research teams, and browser-workflow teams need systems that can publish, verify, and act with visual context. Skynet is the operating layer we use to coordinate that work across agents and proof gates.
GPU-accelerated screen perception that lets AI see, read, and interact with any application on any screen. The visual cortex powering our autonomous agents.
GPU-accelerated DXGI capture grabs any screen in under 1 millisecond. Multi-monitor support with active window introspection.
Triple-fallback OCR engine — RapidOCR (ONNX), PaddleOCR, Tesseract. Spatial bounding boxes with confidence scoring.
GodMode browser automation with 8-layer semantic navigation. Zero-pixel clicks through accessibility tree parsing.
Win32, UIA, CDP, DXGI, ONNX — unified perception-to-action pipeline. From screen capture to autonomous task execution.
The operating model is built around source intake, AI production, review gates, and visible output that investors can inspect.
RSS feeds, trend keywords, or manual topics feed into the system
AI lanes draft, structure, and prepare visual assets while source checks stay attached to the work
WordPress article, social package, metadata, and proof artifacts are prepared for review
These are the systems doing the most visible work on velocity, visual quality, and search discipline.
Source-backed publishing workflows turn research notes, proof artifacts, and social packages into repeatable platform posts.
Visual systems convert technical work into explainable diagrams, media, and proof screenshots without inventing results.
Search metadata, source links, Open Graph previews, and classification checks are handled as publish gates.
Agent workflows are routed through documented lanes so decisions, prompts, and handoffs can be audited.
Distribution handoffs prepare channel-specific copy, media, and proof instead of treating publishing as the finish line.
Positioning, captions, and headlines are reviewed against the source package before content goes live.
Ranked by engagement and freshness signals across our platform library.
AI Models & Agents
A practical evaluation stack: exact rules for invariants, two independent model reviewers for judgment, and explicit escalation when evidence is missing or reviewers disagree.
Read story
AI Models & Agents
Put escalation authority outside the agent being supervised: define action thresholds, preserve missing reviews, and stop high-risk actions at an explicit boundary.
Read story
AI Models & Agents
Cost-aware model routing works best when explicit rules handle known boundaries and expensive models are reserved for open-ended judgment.
Read story
Security & Risk
The most dangerous line of code is not the one that crashes. It is the one that runs, returns cleanly, and does nothing — while the function around
Read storyOne featured lead plus a compact scan of the newest analysis across the platform library.
Most agent damage happens in the last inch, the commit step. A dry-run and approval gate simulates first and asks block, ask, or run before an irreversible action.
Read dispatchA faster scan path for visitors who already know they want the newest work.
Investors can inspect the operating model through live output, review gates, and repeatable publishing workflows instead of relying on a static pitch deck.
Choose the path that matches your intent: support independent research, review the investor brief, or scope a commercial pilot around real workflows.
Support the independent research behind the platform. Help fund publishing experiments, visual proof workflows, and public demos.
Support ResearchReview a live walkthrough, metric methodology, roadmap, and the evidence behind the platform before a deeper conversation.
Request BriefScope a focused pilot for publishing operations, browser workflow automation, visual proof, or agent-assisted research.
Discuss PilotReview the published coverage, topic range, and production quality before we connect.
View PlatformWhether you want to sponsor, invest, license, or collaborate — it starts with a conversation.
Get In Touch
Chat with us