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Transforming STEM Education with Fermi.ai

In a significant leap for educational technology, Peeyush Ranjan, the ex-Google General Manager and Vice President, has launched Fermi.ai, an innovative AI-first edtech startup. Headquartered in Singapore, Fermi.ai aims to revolutionize high school STEM education in both the United States and India. The platform, which specializes in subjects like Math, Physics, and Chemistry, is not just another tool but offers a unique personalized learning experience.

The inception of Fermi.ai stems from Ranjan's extensive background in tech, having previously served at Google, Airbnb, and as the CTO of Walmart-owned Flipkart. Alongside Mukesh Bansal, Ranjan is channeling his expertise to drive a transformative journey in education through AI. Rather than merely providing quick answers, Fermi.ai places emphasis on understanding and reasoning, ensuring that students engage deeply with learning rather than seeking the easiness of instant responses.

“The idea behind Fermi.ai is to prioritize the 'Productive Struggle' that students face,” said Ranjan. “In today's tech-driven world, AI has made many tasks simpler, but if misused, it could diminish the learning curve. Our approach is to keep students involved in the thinking process rather than switching off their brains.” This philosophy sets Fermi.ai apart from existing platforms which often prioritize speed and instant solutions.

Key Features of Fermi.ai

Fermi.ai is built on four foundational pillars that shape its unique teaching methodology:
1. Adaptive Real-Time Tutoring: Unlike chatbots that often jump straight to solutions, Fermi.ai provides step-by-step pedagogically sound tutoring. This keeps students engaged while navigating through challenges.
2. Handwriting First Experience: Tailored to the natural way students think when dealing with STEM subjects, the platform enhances learning through a digital ink and stylus interface. This approach allows students to engage physically and cognitively with the material.
3. Concept Graph + Question Bank: Fermi.ai boasts a rich bank of exam-aligned questions (such as AP, IB, and JEE) intertwined with a detailed concept graph. This ensures that students are continually challenged with the right problems, fostering an effective learning environment.
4. Diagnostics & Analysis: With an integrated analytics engine, educators can track student progress and pinpoint reasoning missteps, thus addressing any misconceptions swiftly.

For students, the platform transforms knowledge acquisition from passive answer-seeking to proactive engagement in learning. The three primary workflows—Homework Assist, Practice Made Personal, and Revise What Counts—are designed to guide students systematically toward their educational goals.

For educators, Fermi.ai aims to provide unprecedented visibility into student struggles by revealing questions that haven’t been asked and identifying where reasoning breaks down. This ensures that each lesson is tailored to the actual needs of the students, making every teaching moment effective.

“We’re in an era where AI can solve equations, but the challenge is explaining why students falter at certain steps,” Bansal stated. “Fermi.ai’s goal isn’t merely to dispense answers; it’s about providing the educational roadmap and reflective insights to guide students towards mastery.”

Pilot Program Success

Before its public launch, Fermi.ai successfully conducted a pilot program featuring 79 students and covering over 15,000 concept tests. The results indicated a notable improvement trajectory, with participants demonstrating significant progress from initial struggles to increased independence. Specifically, those who initially scored poorly improved significantly, and overall mastery scores reflected a steady upward trend as students engaged more with the platform.

The platform, which is cloud-based and currently focused on core STEM subjects, is actively seeking to expand its offerings. Students interested in enhancing their learning can begin by exploring fermi.ai, while educators can sign up for the 2026 pilot program at fermi.ai/educators.

In conclusion, Fermi.ai is set to redefine the landscape of STEM education through an intelligent blend of technology and pedagogy, ensuring future generations master complex concepts and enjoy the learning process. For media inquiries and partnership opportunities, please reach out at [email protected]