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User awareness in frontier models: Who's asking shifts what models say
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Pair Team (YC S19) Hit with Class Action Alleging Unpaid Wages
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How to fine-tune open weights models
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How to Detect Cross-Tenant Data Leakage in MCP Servers and Multi-Tenant SaaS
The Hidden Security Gap in Multi-Tenant MCP Servers When you build a multi-tenant SaaS application or an MCP (Model Context Protocol) server that serves multiple organizations, cross-tenant data leakage is one of the most dangerous vulnerabilities you can ship. A single missing organizationId fi...
Random Forest Is Horizontal Scaling for Predictions
Classic Machine Learning Through the Eyes of an SRE — Part 3 The random forest is the first ML algorithm that made me feel at home. Not because of the math — because it's an SRE idea wearing a stats costume. Many independent workers.
AI Support Escalation Router: Stop Confident Wrong Replies Before They Send
An AI support agent does not have to be malicious to damage trust. It only has to answer one refund question, outage complaint, security concern, or enterprise renewal ticket with polished confidence and weak evidence. That is why serious builders need an AI support escalation router before the...