2026 Platform Decision Guide for AI Educators
Stan Store leads on pure fee economics, Whop adds marketplace discovery, and Skool or Circle fit community-first models depending on your growth stage.
Blog archive
Older posts, still statically generated and indexed.
Stan Store leads on pure fee economics, Whop adds marketplace discovery, and Skool or Circle fit community-first models depending on your growth stage.
Anthropic accidentally exposed Claude Code source showing an "Undercover Mode" that strips AI attribution from open-source contributions.
Anthropic confirmed it is developing a model class above Claude Opus 4.6. The model exists; the leaked performance claims do not yet have independent verification.
Anthropic has rolled out persistent memory to all Claude.ai users, letting Claude retain user preferences, role, and context across separate conversations.
GitHub will start using Copilot Free, Pro, and Pro+ interaction data to train AI models on April 24, 2026 unless users opt out first.
Denial-of-Wallet (DoW) attacks target AI agents that use pay-per-token APIs. An attacker sends crafted inputs through MCP connections that force your agent into overthinking loops -- amplifying token consumption up to 14
CVE-2026-32916, published March 31, 2026, affects OpenClaw versions 2026.3.7 through 2026.3.10. Any plugin's subagent routes can be exploited by a remote attacker -- no login required -- to delete sessions and execute ag
Anthropic shipped Claude Channels with an explicit prompt-injection warning. The transport may be secure, but the permission model still defines the real risk.
Jensen Huang said AGI is here. ARC-AGI-3 benchmark results released days later show frontier models still fail badly on novel reasoning tasks.
OpenClaw has taken seven disclosed security hits in 23 days. Here is what matters, what categories of exposure repeat, and what operators should do immediately.
Managed mobile-first agents did not make self-hosted agents obsolete. The real difference is trust model, control, and where your data lives.
Zero-click prompt injection is no longer theoretical. Here is what Bargury demonstrated, why MCP makes the problem structural, and what operators should change right now.