โšก FIRST Lego League 2025โ€“2026 Season
FLL Robotics Team #62536

DINO NUGGETS

Dig Deep. Discover Everything.

Dino Nuggets Team
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From Problem to Solution

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Problem

Destructive Archaeology

Traditional excavation methods require physically digging into the earth โ€” permanently destroying the context of artifacts and often damaging the artifacts themselves before they're even found.

  • Shovels and picks destroy fragile artifact context
  • Digging blind risks damaging or shattering finds
  • Once dug, the archaeological layer is gone forever
  • Large sites take years and massive resources to map
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Solution

The Dino Nuggets Rover + AI Brain

Our rover uses LIDAR to scan underground โ€” but a LIDAR scan alone just shows shapes. It can't tell if a circle is a rare artifact or just a rock. That's where AI comes in.

  • 360ยฐ ground-penetrating LIDAR maps up to 3m deep
  • Onboard AI classifier analyzes each detected shape โ€” artifact vs. rock vs. debris
  • AI cross-references depth, density, and shape signatures to filter false positives
  • AI assesses burial depth + material probability before committing to excavation
  • Prevents wasted excavation on trash or natural rock formations
  • Real-time 3D map + AI confidence scores sent to the archaeologist's tablet

Dino Nuggets Rover

TAP THE RED DOTS TO EXPLORE EACH SYSTEM

DINO-NGT SYS: ONLINE PWR SCANNING... DEPTH: 1.84m
LIDAR Array
Scanner
Chassis
Wheels
Data Uplink
Drill
The Brain
The Solution
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TAP ANY RED DOT
TO INSPECT A COMPONENT

Primary Scanner
LIDAR Array

360ยฐ ground-penetrating LIDAR maps subsurface artifacts up to 3 meters deep. The rotating emitter fires 150,000 laser pulses per second, building a precise 3D point-cloud map of underground voids and buried objects.

3mDepth Range
360ยฐCoverage
2mmResolution
Material Analysis
Multi-Spectrum Scanner

Identifies material composition โ€” ceramic, metal, bone, wood โ€” without any physical contact. 8-band spectral analysis spanning infrared to ultraviolet differentiates artifact materials with 94% accuracy.

8-BandSpectrum
94%Accuracy
0cmContact Needed
Structural Core
Carbon Fiber Chassis

Lightweight yet durable aerospace-grade carbon fiber composite frame handles rough terrain at dig sites. The angular design provides maximum structural rigidity while keeping weight at a minimum for long-range deployment.

2.3kgBody Weight
15kgMax Payload
IP68Dust+Water
Mobility System
Terrain Wheels

All-terrain wheels navigate sand, mud, loose gravel, and rocky excavation sites. Independent active suspension on each wheel maintains scanner stability even on uneven ground up to 30ยฐ inclines.

30ยฐMax Incline
3 m/sTop Speed
6-WheelDrive System
Communications
Data Uplink

Real-time artifact data and 3D maps are transmitted directly to the archaeologist's tablet. Wi-Fi 6 uplink streams full scan data at 1 Gbps up to 500m range โ€” even in deep excavation sites with limited signal.

1 GbpsData Rate
500mRange
Wi-Fi 6Protocol
Subsurface Sampler
Drill Probe

Retractable precision drill for targeted subsurface soil sampling. A stepper motor extends the probe up to 50cm depth to collect narrow soil cores directly beside detected artifacts โ€” without disturbing the find itself.

50cmMax Depth
12mmCore Width
0.1mmPrecision
AI Processing Unit
The Brain ๐Ÿง 

Onboard AI classifier analyzes LIDAR scan data in real-time. Determines if detected objects are artifacts worth excavating or just rocks and debris. Filters false positives by cross-referencing depth, density, and shape signatures โ€” so the rover never wastes time on a rock.

Real-TimeProcessing
3D ShapeAnalysis
AI-PoweredClassifier
Decision Engine
The Solution โšก

AI determines if the object is worth digging up by analyzing: depth of burial, likely material composition, and probability of archaeological significance. Prevents wasted excavation on trash or natural rock formations โ€” and gives archaeologists a confidence score for every detected object.

DepthAnalysis
% ScoreConfidence
0 WasteExcavations

โšก LIDAR Ground-Penetrating Scan

Watch the scan waves penetrate 3 layers of earth and reveal a buried artifact

Ground Surface โ€” 0.0m
Topsoil Layer
Clay Subsoil
Deep Bedrock
0.0m 0.9m 1.8m 2.7m
DN
๐Ÿบ ARTIFACT DETECTED โ€” Ceramic Vessel, ~2.1m depth
LIDAR Scan Wave
Detected Artifact
Ground Surface

Robot Game โ€” Team #62536

๐Ÿค– SPIKE Prime ยท UNEARTHED 2025โ€“2026 ยท Team #62536

In the FLL Robot Game, we program our SPIKE Prime robot to autonomously complete missions on the UNEARTHED game board. Each mission simulates real-world underground challenges โ€” from mining to archaeology to infrastructure. Our team designs custom attachments that snap onto the robot for each mission.

Main Hook Arm
Main Hook Arm
Multi-Mission Primary

Connects to the front of the robot using a 3-long blue peg. This is the core multi-purpose attachment โ€” it hooks and pulls virtually any object on the game board, serving as the mount for other attachments too.

Ring Hook
Ring Hook
Heavy Lifting Mission

A simple hook that connects directly onto the Main Hook Arm. Designed to hook a ring and pull out the Heavy Lifting mission components. Quick-attach design allows for fast swaps between runs.

Soil Brusher
Soil Brusher
Soil Brushing Challenge

Two arms extend outward, connected by a pole/crosspiece at the end. Used for the Soil Brushing challenge โ€” a simple forward-and-back motion completes the task fast. Clean design, maximum efficiency.

Silo Weight
Silo Weight
Silo Mission

Connects to the Main Hook Arm at the blue peg end. A weighted attachment that adds force for hitting the Silo lever up and down. Gravity-assisted design delivers maximum impact with minimal complexity.

Mine Cart Axle
Mine Cart Axle
Mine Cart Mission

An axle that connects to the Main Hook Arm. Used for the Mine Cart mission to lift the lever up with precision. A targeted lift mechanism that gets the job done in one smooth pass.

2025โ€“26 Season Results

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0
Matches Played
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0
Score Improvements
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0
Avg Robot Score
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0
Highest Score
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1st Place
Innovation Award โ€” Regional
Match Score Progression
All 12 matches ยท Teal = Win ยท Orange = Loss
Win Loss

Meet Team Dino Nuggets

Graham
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Graham
Team Captain & Lead Programmer

Leads the team with calm under pressure and writes the SPIKE Prime's core mission programs and autonomous routines.

Gaven
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Gaven
Robot Design Engineer

The creative force behind every attachment and mechanism โ€” engineers solutions that are elegant, fast to swap, and competition-ready.

Eli
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Eli
Build Specialist & Testing Lead

Turns designs into reality and stress-tests every attachment relentlessly. If it can fail at competition, Eli finds out first.

Kellen
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Kellen
Strategy & Game Analysis

The team's chess master โ€” maps every mission route, calculates optimal scoring sequences, and always has a Plan B and Plan C ready.

Zane
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Zane
Research & Documentation

Leads the Innovation Project research and keeps every experiment, design decision, and meeting documented for judging panels.

Ally
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Ally
Presentation Specialist & Outreach

Brings the Innovation Project to life on stage โ€” crafts the story, drives community outreach, and makes the judges remember Dino Nuggets.