Deepening critical thinking and teaching responsible AI use in the humanities.

Socra: Thinking, Made Visible.

Traditionally, teachers had to evaluate students based on what they turned in. Socra is a new, one-of-a-kind tool that reveals a student’s thought process, in addition to his or her finished assignment.

Socratic, AI-powered dialogue captures the reasoning process, not only the result. AI stays in the background to show - rather than do - the thinking.

Why Socra stands apart

Most platforms measure answers. Socra captures the thinking process. Our features are designed to give students space to reason deeply, while giving teachers the tools, community, and insights to guide them forward.

A modern dialectic powered by A.I.
Students reason in guided conversations, showing not just what they know, but how they think.
SOCRA

SOCRA: Looking at Dickinson's opening lines

"Tell all the truth but tell it slant— / Success in Circuit lies—"

What feels strange, surprising, or worth pausing on here?

Do you notice any tension or contradiction in how these ideas are phrased?

STUDENT: Why does Dickinson tell us to "tell all the truth" but then say to tell it "slant"? That contradiction stood out to me.

I'm not totally sure what she means yet, but it feels like she's warning that truth might overwhelm people if it's told directly.

SOCRA

SOCRA: Let's slow down and stay with the poem's language rather than the idea alone.

Look at the lines that immediately follow.

Do they confirm your sense of a warning—or do they complicate it?

A shared library of inquiry
Teachers create, adapt, and share questions with a community, reducing prep time and sparking ideas.
Example question interface
Socra for Writing
Students highlight passages and develop literary interpretations through structured dialogue.
Writing interface preview
Insights that go beyond grades
See the full picture of student learning with metrics on reasoning, not just right or wrong answers.
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Students are showing strong improvement in connecting textual evidence to thematic analysis.

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Several students tend to rush to conclusions without fully exploring alternative interpretations. Consider prompting them to examine counter-arguments.

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The class exhibits particularly strong engagement when discussing irony and symbolism. Building on this strength could enhance learning in other literary devices.

Reasoning depth metrics

Thinking Metrics: Emma Chen

Emily Dickinson — Dec 17, 2024

Claim Evolution

1

Identified the contradiction in "tell all the truth but tell it slant".

2

Examined why truth is "Too bright for our infirm Delight".

3

Connected "As Lightning to the Children eased" to the need for gradual revelation.

Evidence Use
4/5
Counterargument Exploration
3/5
FAQ section

Frequently asked questions

These are the questions we hear most often from teachers exploring Socra. Still curious about something? Let us know, we’re always happy to talk.

General

Using Socra

Partner with us

We're building Socra with teachers, not around them. Reach out if you'd like to explore a partnership, pilot the tool in your classroom, or just ask us questions. We'll get back to you quickly!

Meet the Socra team

We're students and teachers building the future of learning with A.I.

We mesh because we've lived on both sides of the classroom.
We've been students in lecture halls, Zoom squares, and late-night study groups, and we've been the teachers designing exams, leading workshops, and mentoring peers. That makes us uniquely tuned to what actually works in learning — and what doesn't.
We've seen firsthand the power of teachers, and we believe they must remain at the core of the classroom in this age of A.I. We're also part of the youngest wave of founders, growing up alongside A.I. instead of catching up to it. Each of us has hands-on experience building with A.I., from research papers to shipped products. Together, we bring the rare combo of pedagogy, product, and engineering: a team of students, teachers, and A.I. natives reimagining education from the inside out.
Yale University
Columbia Engineering
USC Viterbi
UBC Engineering
Deniz Gülbaharli
Deniz Gülbaharli
Co-Founder, CTO
Deniz is a builder at the intersection of engineering, product, and education.
She earned her engineering degree from the University of British Columbia, joined Microsoft as a Product Manager designing scalable, user centered tools, and later became the first engineer at a startup, where she built systems from the ground up. Before Socra, she directed curriculum development at a global nonprofit and scaled the program to thousands of students.

Outside of building Socra, Deniz is deeply committed to expanding access to engineering and technology. In her free time, she volunteers mentoring students.
Haley Moller
Haley Moller
Co-founder, CEO
Haley is an educator and researcher with roots in both the humanities and A.I.
After earning a B.A. in English from Yale in 2023, Haley taught literature and writing to high school students while also working in a Yale neuroscience lab and publishing research on large language models and their role in reasoning. Drawing on this cross-disciplinary experience, she founded Socra to make student reasoning visible and to support thoughtful, independent use of AI.

Her work is driven by a belief that AI should deepen students’ questions rather than replace their thinking—and that teachers must remain at the center of that process.
Max Raffel
Max Raffel
Co-founder
Max is an engineer at the intersection of teaching, A.I., and creative software.
He studies computer science and game development at USC, where he has designed and taught programming curricula, as well as led large dev teams to ship innovative games at some of USC's leading extracurricular organizations. He has brought his user-focused design as well as engineering expertise building AI tools to Socra, where he strives to make AI foster creativity and critical thinking, not replace it.

Max is a black belt martial artist and lion dancer. Word on the street is he once hit the floor at a Boston Celtics halftime show.
Christie Vo
Christie Yu
Designer
Christie brings A.I. product design experience from Lenovo, where she has led end-to-end design for large-scale A.I. applications used by millions worldwide.
She specializes in UX for A.I. systems, creating design languages that are modern, snappy, and ready-to-deploy. During the pandemic, she taught and led an 8-week English seminar for 70+ students from her bedroom, raising $26K for charity. Christie has a background in English and CS from Yale, blending storytelling and technical expertise in everything she creates.

Christie is currently teaching herself gardening through ChatGPT alone — and is determined to harvest her first big crop in 2025.
Mudi Yang
Mudi Yang
Scientist
Mudi is a computer scientist pushing the edge of A.I. and quantum computing.
He is completing his Master's at Columbia while working as a GPU compiler engineer at Qualcomm, and earned his B.S. at Yale, where he was a teaching assistant for computational intelligence and discrete mathematics. His research has spanned NLP, quantum computing, and A.I.-driven sentiment analysis, with multiple papers and major fellowships to his name.

Mudi thrives at the intersection of theory and practice, turning cutting-edge ideas into real systems. He's also the type of guy who can explain quantum random walks over coffee and still make it sound fun.

Our fellows

Socra Education Fellowship

We're proud to partner with exceptional educators from across the country who are pioneering thoughtful approaches to AI in the classroom.

What others are saying about A.I. and education

Educators, researchers, and thought leaders agree: the future of learning isn't about replacing teachers, but rethinking how we assess understanding in this novel age of A.I.

"Above all else, the needs of students and educators should drive A.I.'s use in education — and educators must be at the table to ensure these tools support effective teaching and learning for all students, regardless of ZIP code."

Becky Pringle

NEA president

Teaching in the age of A.I.

"I think if we're going to make A.I. work for students, for kids, we need to listen to teachers."

Brad Smith

Microsoft president

How A.I. is changing the work of tea...

"We have to get to the point where we stop looking for evidence that students are using these tools to cheat and shift our emphasis to looking for evidence that learning has occurred."

Jason Lodge

educational psychologist

Assessment reform for the age of A.I.

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