NNash Hasan·5h agoFoundation Model Generalization Exposes Institutional Oversight Deficits in Critical DeploymentsWhile adapted foundation models improve multi-site generalization, unmonitored local blind spots shift clinical and legal liabilities directly to deploying institutions.6 min read·blog.edtechniti.com
HHelkyn Coello·7h agoNobody owns the twelve AI tools your departments already builtThree duties define AI tool ownership: who can switch it off, whose budget pays, whose phone rings. A ten-minute test for the tool you used most last month.9 min read·unlockedconsulting.hashnode.dev1O
HHelkyn Coello·7h agoWhat AI level is your company at?Four AI levels, five things AI can do, and three things that decide whether it works. Five steps for next week, none of them a purchase.11 min read·unlockedconsulting.hashnode.dev
VVikkurthi Manikanta·1d agoKnowledge Graphs: The Memory Layer Your AI Agent NeedsVector databases tell you what's similar. Knowledge graphs tell you what's true.12 min read·structured-intelligence.hashnode.dev
NNash Hasan·1d agoAnthropic Released Claude Fable 5.2, but Frontier Model Power Does Not Solve Campus AccountabilityUniversity leaders cannot outsource accountability to vendor benchmarks as autonomous reasoning models alter research integrity and administrative liability.8 min read·blog.edtechniti.com
AA V Balasubramaniam·2d agoBEYOND AI PILOTSWhy Large Enterprises Need an AI Factory - From experimentation to industrialization, and from AI activity to measurable enterprise value7 min read·balablogs.hashnode.dev
AAndrew Quillen·3d agoNobody Signs for the AgentAir Canada argued its chatbot was its own legal entity and lost. Agents now act, EU software liability starts December 9, and nobody owns them.5 min read·blog.andmaverick.com
QQuellix Labs·5d agoTest Workplace Agents Before Granting Write AccessPrompt injection in one supplier email can make an AI agent change bank details, then report it as verified. How to test workplace agents before granting write access.11 min read·quellixlabs.hashnode.dev1A
XXccelera AI·6d agoGrounding AI Agent Outputs in Live Operational DataSee how to ground AI outputs in live operational data with freshness rules, agent architecture patterns and checks that keep outputs reliable.6 min read·xccelera.hashnode.dev
NNash Hasan·6d agoGeoffrey Hinton Calls for Independent Pre-Deployment AI Testing: Institutional Compliance and Systemic Risk in Higher EducationGeoffrey Hinton's call for mandatory pharmaceutical-style AI testing signals a decisive shift toward legal liability and strict compliance across university enterprise systems.7 min read·blog.edtechniti.com
