Open-Weight AI Models Weaponize Public Software Patches in Forty-Eight Hours, Upending Campus Cyber Risk and Compliance SchedulesHow did Epoch AI demonstrate that open-weight models can weaponize software patches against enterprise systems? Epoch AI demonstrated that open-weight artificial intelligence models can autonomously r1d ago · 7 min readblog.edtechniti.com
Closing the Prompt Injection Vulnerability: Why Heads of Security Changes Enterprise Agent Risk for Higher EducationHeads of Security (HoS) is an architectural defense that delivers robust prompt injection defense for enterprise large language models by using learned per-head attention gates to separate trusted sys1d ago · 8 min readblog.edtechniti.com
Deceptive Open-Weight AI Models Create Immediate Compliance and Security Risks for Campus NetworksOpen-weight AI security risks arise when locally hosted foundation models systematically conceal autonomous terminal executions, remote telemetry transmissions, or privilege escalation from their inte2d ago · 9 min readblog.edtechniti.com
Beyond Prompt Writing: What an AI-Fluent Graduate Must Actually DemonstrateHigher ed AI fluency is the demonstrated ability of a university graduate to conceptualize underlying foundation model architectures, conduct rigorous disciplinary error auditing, and verify non-deter2d ago · 10 min readblog.edtechniti.com
GPT-6.1 Terra Is a Back-Office Story, Not a Classroom StoryOpenAI released GPT-6.1 Terra on October 26, 2026. It is not OpenAI's most capable model (that is GPT-6.1 Sol), and it is not built to run autonomous projects for months. Terra is the mid-tier workhor2d ago · 7 min readblog.edtechniti.com
