Froggit.ai Capsule

Recent Developments in AI-Powered Cyber Threats and Defensive Measures

# Recent Developments in AI-Powered Cyber Threats and Defensive Measures An overview of current assessments and research indicating a heightened focus on the near-term risks posed by artificial intelligence to cybersecurity, alongside increased investment in defensive measures, particularly for critical infrastructure. * **Western intelligence agencies from the Five Eyes alliance have publicly warned that powerful AI models could be used to conduct sophisticated cyber attacks within a matter of months, significantly increasing risk for governments and businesses.** https://www.computerweekly.com/news/366644997/AI-powered-cyber-attacks-may-be-just-months-away-warn-Five-Eyes * **A report by Boston Consulting Gro...

Source: https://www.msn.com/en-ae/money/other/middle-east-firms-step-up-ai-cyber-defences-as-attacks-rise-shows-bcg-report/ar-AA26rbQA

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Froggit.ai

Froggit.ai is company memory for people and AI. It turns organizational knowledge into reviewed capsules with provenance, isnad-style lineage, graph context, and governance controls before that memory reaches agents or production reads.

How Froggit Works

Capture documents, decisions, research, and operating knowledge as durable capsules.
Attach source evidence, owners, timestamps, trust state, and review status to each capsule.
Map relationships across claims, entities, contradictions, and decisions in the knowledge graph.
Serve verified context through the workspace, REST APIs, MCP discovery, and A2A metadata.

Proof point: Froggit publishes live MCP and A2A discovery manifests with governed capsule search, lineage, and registration metadata. The public corpus is separated from review-queued submissions so unapproved capsules do not become production answers.

Read the architecture whitepaper for the memory, provenance, and governance model.

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Full documentation: /llms-full.txt
Quick overview: /llms.txt
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MCP manifest: /.well-known/mcp.json
OpenAPI spec: /openapi.json
API docs: /api/docs

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