Winner — Best Overall / Most Impressive

What if a robot could read you a bedtime story?

A robotic arm that opens books, turns pages, and reads aloud — built for children with reading disabilities, people with motor challenges, and anyone who needs a voice.

Physical AI Hack 2026 · San Francisco · Jan 31–Feb 1

Robot opening a book
Logo

See it in action

The Robot Reads

The arm opens the cover, turns each page, and waits while the camera captures the spread. Then it reads aloud and turns again.

Opening the book
Open the book
Turning a page
Turn the page
Page turn complete
Settle & read aloud

Who it's for

Built for Real People

We didn't build a reading robot to show off. We built it because there are people who need someone — or something — to read to them.

Accessibility

Reading Disabilities & Autism

For children and adults with reading fluency challenges, hearing words spoken aloud while seeing them on the page creates a multi-sensory experience that builds comprehension and confidence. The robot reads at a natural pace, following along with the physical book — not a screen.

"My son has autism and a reading fluency disability. Hearing the words read aloud while following along in the physical book has been transformative for him. That's why we built this."
Robot reading a book page with extracted text
Motor Challenges

For Those Who Can't Turn a Page

People with limited hand mobility, muscular dystrophy, paralysis, or age-related motor decline lose access to physical books. The arm turns pages autonomously — the reader only needs to listen.

Voice Cloning

A Familiar Voice, Even When They're Gone

With voice cloning, a grandparent across the country — or one who has passed away — can still read a bedtime story. Their voice, their cadence, from the same book they used to hold.

Archival

Library & Archive Digitization

In silent mode, the arm turns pages while the camera captures each spread. Text is extracted automatically. Hands-free digitization of books, manuscripts, and records.

Education

Storytime That Never Gets Tired

Classrooms, after-school programs, and libraries get a patient, tireless reading companion that skips blank pages, reads with expression, and picks up where it left off.

Three modes

Read, Skim, or Archive

One robot, three ways to use it.

📖

Verbose

Full storytime narration. Every word, naturally read aloud with expressive voices.

Skim

Titles, headings, and bold text only. Fast information retrieval.

📷

Silent

No audio. Photograph, extract text, advance. Pure archival digitization.

The loop

From Photons to Phonemes

A closed-loop pipeline. Turn, capture, read, speak, wait, repeat.

SO-101 Arm

Turns page & positions

📷

Table Camera

Captures full spread

🧠

Claude Vision

Classifies & extracts

🔊

ElevenLabs

Streaming speech

Classification

Each page classified in under 20 tokens. Blank and index pages are auto-skipped — the arm turns again immediately.

Zero-Latency Audio

Three threads in parallel: vision extraction, audio pre-fetch, and playback. Speech starts before the page is fully processed.

Spread Awareness

Both pages captured at once. Vision reads left-then-right and handles titles spanning the book spine.

Stack

Tech

SO-101 + Solo-CLIRobotic Arm
ACT PolicyMotor Learning
Claude VisionPage Understanding
ElevenLabsTTS + Voice Cloning
OpenCVCamera Stream
PythonLanguage
Physical AI 2026 - Winner Focus: Ladybug Robotics

What's next

Roadmap

From hackathon prototype to real-world assistive tool.

Phase 1

One arm. Flat books. Learned page turns.

Phase 2

Various paper weights. Dynamic failure recovery.

Phase 3

Two-arm coordination. Human-like ergonomics.

Phase 4

Voice interaction. “Hey robot, read that again.”

The Ladybug Robotics team

The team

Ladybug Robotics

Bringing stories to life, one page at a time.

Technical

  • Alison Cossette
  • Sudhir Dadi
  • Andreea Turcu

Support

  • Shola
  • Ted
  • Yolande

Stay in the loop

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