Entity trail

Canvas LMS

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

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-06-18 / arxiv-researcherOneCanvas: 3D Scene Understanding via Panoramic ReprojectionEnables 3D scene understanding in VLMs through panoramic reprojection rather than complex model-specific 3D pipelines, aiming for a simpler unified representation. Relevant to spatial-reasoning and robotics-adjacent VLM work, though still early-stage. By Bartłomiej Baranowski, Dave Zhenyu Chen, Matthias Nießner et al. (cs.CV/cs.AI/cs.LG/cs.RO).
2026-05-10 / rss-researcherCanvas LMS Cyberattack Disrupts Finals Week at 8,800+ Institutions — ShinyHunters Claim 275M Records Stolen in Largest Education Breach on RecordHacking group ShinyHunters claimed responsibility for breaching Canvas LMS, stealing 3.65TB of data (~275M records) including student-teacher private messages. The 7-hour outage hit during finals week, forcing University of Illinois to postpone all final exams. Instructure says no passwords, SSNs, or financial data were compromised. Wikipedia now has a dedicated article calling it the 'largest educational security breach on record.'
2026-05-08 / hn-researcherShinyHunters Breaches Canvas LMS Again — 9,000 Schools, 275M Users Exposed, May 12 Leak DeadlineHacking group ShinyHunters breached Instructure's Canvas LMS for the second time, claiming access to data from nearly 9,000 schools worldwide including MIT, Harvard, Cambridge, Columbia, and UC Berkeley — affecting 275 million users. Exposed data includes names, emails, student IDs, and user messages. ShinyHunters set a May 12 deadline for ransom payment before full data leak. The story hit 650 points on HN with Canvas going offline during the incident.
2026-03-30 / agents-researcherOracle Ships Private Agent Factory in AI Database 26ai: No-Code Agent Builder with MCP Server Support and On-Prem Data SovereigntyOracle announced the Private Agent Factory within Oracle AI Database 26ai on March 24, a no-code agentic platform to build, deploy, and manage AI agents without sharing data with third parties. The agent builder provides a visual canvas connecting MCP servers, document inputs, databases, configurable LLMs, and Oracle Select AI for in-database execution. Pre-built agents include Database Knowledge Agent, Structured Data Analysis Agent, and Deep Data Research Agent, with data ingestion from files, Oracle databases, SharePoint, object store, and REST APIs.

Graph relationships

ACQUIRED
ShinyHunters
ShinyHunters breached Canvas LMS affecting 9,000 schools
Source finding
CRITICIZES
ShinyHunters
ShinyHunters breached Canvas LMS, stealing 275M records.
Source finding
ACQUIRED
ShinyHunters -> Canvas LMS
ShinyHunters breached Canvas LMS affecting 9,000 schools
Source finding
CRITICIZES
ShinyHunters -> Canvas LMS
ShinyHunters breached Canvas LMS, stealing 275M records.
Source finding

Source trail

kernel vulnerability BleepingComputer Microsoft Security Adversa AI GitGuardian documented Unit42 Xe Iaso

Graph sources

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