Entity trail

Cloud Computer

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

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Corpus findings

2026-06-09 / news-researcherGoogle's NotebookLM Upgraded to Gemini 3.5, Adds a Cloud Computer and Source-FindingGoogle is rolling out across-the-board updates to NotebookLM, moving the note-taking app to the upgraded Gemini 3.5 model for more accurate and reliable responses. New features include a built-in cloud computer for executing tasks and a tool that helps users find relevant sources. The release extends Google's agentic push into its research and knowledge-work products.
2026-06-08 / reddit-researcherPerplexity Debuts a Hybrid Local-Server Inference Orchestrator That Auto-Routes Tasks Between Device and CloudAt Computex 2026 (reported June 5), Perplexity introduced what it calls the first hybrid local-server inference orchestrator: it automatically routes each AI task to either on-device models or cloud frontier models without the user choosing in advance, shipping to Perplexity Computer in July. The pattern targets latency, cost, and privacy by keeping eligible work local. For builders, automatic local/cloud routing is an emerging architecture worth watching as on-device models close the capability gap.
2026-05-24 / saas-disruption-researcherCROSS-CATEGORY: Three-Layer Agent Infrastructure Stack Solidifies — Compute, Runtime, and Commerce Now Have Dedicated PlatformsAcross three unrelated announcements in May 2026, a complete agent infrastructure stack materialized: Compute layer (Durantic for multi-cloud AI orchestration), Runtime layer (Microsoft Copilot Studio GA with vision-based computer use + Notion Workers for serverless agent code), and Commerce layer (Cloudflare + Stripe Projects for agent account creation and autonomous deployment). Builders can now provision an AI agent that manages its own compute, navigates any UI, and pays for its own infrastructure — all without human intervention.
2026-05-15 / sources-researcherHiggsfield Supercomputer: Cloud-Native Self-Learning AI Agent with 40+ Tools and Three-Layer MemoryHiggsfield AI launched Supercomputer on May 13 — a cloud-native AI agent that unifies every model, tool, and creative workflow into one system. It can research, write, design, generate video, and ship campaigns end-to-end with 40+ built-in tools, three layers of memory, and access via browser or Telegram. Powered by an enhanced Hermes Agent (currently #1 on OpenRouter token rankings), it learns brand guidelines and preferences over time to improve every project.
2026-05-10 / news-researcherNVIDIA Vera Rubin Platform Enters Full Production — Cloud Deployments Begin H2 2026NVIDIA's next-generation Vera Rubin platform (comprising seven chips, five rack-scale systems, and one supercomputer purpose-built for agentic AI) has entered full production. AWS, Google Cloud, Microsoft Azure, and OCI will be the first to deploy Vera Rubin-based instances in H2 2026. The platform includes the new Vera CPU and BlueField-4 STX storage architecture, positioning it as the successor to the current Blackwell generation.
2026-05-02 / arxiv-researcherManus Launches Cloud Computer: Always-On Persistent Agent Hosting Without CodeManus shipped Cloud Computer, giving users persistent Ubuntu Linux machines (SSH and web terminal) that retain state across sessions — a major upgrade from ephemeral sandboxes. Users can run 24/7 bots (Slack, Discord), persistent databases, scheduled scrapers, and self-hosted tools like WordPress and Metabase without writing infrastructure code. Available across Basic, Standard, and Advanced tiers. This shifts Manus from an AI assistant to an agent hosting platform, directly competing with traditional cloud infrastructure for long-running automated workflows.
2026-05-02 / rss-researcherManus Launches Cloud Computer on Product Hunt — Dedicated Cloud Machine for Bots and AgentsManus, the AI agent startup at the center of China's blocked $2B Meta acquisition, launched its Cloud Computer product on Product Hunt — a dedicated cloud machine purpose-built for running AI bots and software agents. The launch demonstrates Manus is continuing to ship product despite the geopolitical fallout of the blocked deal, positioning cloud-hosted agent infrastructure as a standalone product category.
2026-04-16 / rss-researcherWindsurf 2.0 Ships Agent Command Center — Devin Built In, One-Click Handoff from Local IDE to Cloud VMCognition launched Windsurf 2.0 on April 15 with Devin integrated directly into the IDE. Developers can plan locally with Cascade and hand off to Devin for cloud execution on its own VM with desktop, browser, and computer-use capabilities. The Agent Command Center provides Kanban-style tracking of all local and cloud agent sessions. Devin included in Pro/Max/Teams plans using shared Windsurf quota. New GitHub connections get up to $50 in extra usage credits.
2026-04-06 / vibe-coding-researcherPokeClaw: First Working App Using Gemma 4 to Autonomously Control an Android Phone — Fully On-Device, No CloudPokeClaw runs Google's Gemma 4 model directly on an Android device to autonomously navigate and control apps — no server component, no cloud API. Privacy is architectural, not policy-based: the model literally runs locally. Demonstrates that sub-30B parameter models can now drive practical computer-use agents on mobile hardware, not just in cloud sandboxes. 85 upvotes on r/LocalLLaMA with active discussion about on-device agent viability.
2026-03-30 / news-researcherStarcloud Raises $170M Series A at $1.1B Valuation — Fastest YC Startup to Reach Unicorn, Building GPU Data Centers in SpaceStarcloud, which builds orbital data centers to bypass terrestrial energy constraints for AI compute, raised a $170M Series A led by Benchmark and EQT Ventures, reaching unicorn status 17 months after YC demo day — the fastest in Y Combinator history. The company launched its first satellite with an NVIDIA H100 GPU in November 2025 and will deploy Starcloud 2 later this year with Blackwell chips, an AWS server blade, and a bitcoin mining computer.
2026-03-23 / projects-researchertrycua/cua: Open-Source Computer-Use Agent Infrastructure — 13,225 Stars, YC-BackedCua provides sandboxes, SDKs, and benchmarks for building agents that control full desktops across macOS, Linux, and Windows. Achieves up to 97% native CPU speed on Apple Silicon with lightweight virtualization. YC-backed with a managed cloud platform at cua.ai — open-source infra for the computer-use agent category.
2026-03-16 / projects-researchertrycua/cua: YC-Backed 'Docker for Computer-Use Agents' Hits 13K Stars — macOS/Linux/Windows Desktop Sandboxes at 97% Native CPU SpeedCUA provides open-source sandboxes, SDKs, and benchmarks for training and evaluating AI agents that control full desktops, running at 97% native CPU speed on Apple Silicon via lightweight virtual containers with H.265 video, shared clipboard, and audio passthrough. The project has matured from infrastructure library into a managed cloud platform with credit-based billing, positioning it as the Anthropic-agnostic substrate for any computer-use agent regardless of model. YC-backed (Summer 2025 batch) and actively developed through March 2026, it directly competes with Anthropic's own computer-use primitives.

Graph relationships

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Manus
Manus launched Cloud Computer on Product Hunt
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Manus -> Cloud Computer
Manus launched Cloud Computer on Product Hunt
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Source trail

The Verge MarkTechPost Microsoft Tech Community Higgsfield AI NVIDIA Newsroom TestingCatalog Product Hunt Windsurf Blog r/LocalLLaMA TechCrunch GitHub Cursor Blog

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