Search Results for "data"
Instructron Unstructured: Episode 4
From Diagnostic Data to Daily Routines and AI Guardrails Back-to-school is officially real: two weeks in, and those first nine days have felt like a marathon. Nothing says "welcome back" like hours of diagnostic testing: grueling reading and math screens, 32 new personalities, routines to build from scratch - and worse, that endless feeling of “How do I reach every student?” As Joe puts it: "Nothing says welcome back to school like hours upon end of test questions that purposely get to the bo
AI in the Classroom: A Rebuttal to the Doubters
There's no denying that artificial intelligence prompts strong reactions, especially in education. Concerns about privacy, depersonalization, and unintended consequences are real. But at Instructron, we designed our AI tools explicitly for classrooms, anchored in trust, transparency, and teacher empowerment. Here’s our response to the most common criticisms. 1. “AI invades student privacy.” The truth: Instructron was built to minimize the data we collect. We don’t ask for student names, email
The Pedagogy Behind a Strong PLC (And How Instructron Makes It Actually Work)
We’ve all sat through a meeting with our PLC that was anything but professional or collaborative. Maybe it turned into a data dump. Maybe it became a venting session. Maybe it was just... pointless. But when done right, a Professional Learning Community (PLC) can be the most powerful tool for improving teaching and learning. The problem? Strong PLCs require time, focus, clarity. And the truth is, most of us don’t have much of those to spare. That’s where Instructron comes in. What Makes a PL
The Necessary Evil: Why We Built Instructron for the World of High-Stakes Testing
Let’s just say it plainly: we don’t believe high-stakes tests paint a full picture of what our students know or who they are. As teachers, we’ve watched brilliant kids freeze up on a test day. We’ve seen creative thinkers, budding writers, and natural leaders reduced to a few percentage points and acronyms. And we’ve sat in too many meetings where “data” is used as the only lens through which a child is evaluated, ignoring the nuance, the growth, and the humanity that lives in every classroom.
Understanding Instructron's Privacy & Data Approach
Teachers often have questions about how educational technology handles student data, especially when AI is involved. Here's a quick overview of Instructron's approach to privacy and data security. Minimal Student Data Collection Instructron only collects a single Name/Nickname field for each student - no other personal information is needed. Teachers decide what goes in this field and can use first names, nicknames, or even anonymous codes if preferred. How Our AI Coaching Protects Privacy