ARM-NATIVE · OFFLINE · SINGLE-CELL SAMPLE PROTECTION

BioSpecimen Rescue Mission

Keep a tumour biopsy sequencing-ready while transport faults unfold. Inject failures, compare conventional PID with adaptive BioLoop, and watch the edge controller explain every rescue decision.

LIVE DIGITAL TWIN

MISSION SCN-042 · Hospital → Single-cell Genomics Lab

T+ 00:00
ORIGIN
Oncology OT

DESTINATION
scRNA Core Lab
BIOLOOP CAPSULE
SEQUENCING READINESS
98.0%
4.2°Ctarget 4.0°C
94%safe ≥ 55%
7.30safe 7.0–7.6
96 minmodel estimate
8%
98%
Conventional PID
98.0%
predicted readiness
Adaptive BioLoop
98.0%
predicted readiness
Mission replay LIVE

Temperature battle · PID vs BioLoop

Sequencing-readiness projection

Oxygen reserve

Controller actions · cooling / aeration / buffer

30-minute counterfactual forecast
BioLoop and PID currently predict similar outcomes under nominal transport.
+0.0

Live synthetic scRNA Outcome Twin

Illustrative projection driven by accumulated transport stress—not experimentally calibrated.

Cell clusters degrade as viability, dropout and ambient RNA risk worsen

PID-protected sample

BioLoop-protected sample

Projected sequencing quality

Viable-cell yield96%96%
Median genes/cell2,4002,400
Mitochondrial RNA risk6%6%
Ambient RNA riskLowLow
Biomarker confidence94%94%
PID  |  BioLoop
REAL DATA × REAL ARM EXECUTION

Specimen Rescue Digital Twin · CELLxGENE → Axion

CHECKING REAL REFERENCE…
REAL CELLXGENE REFERENCE
REFERENCE SIMILARITY100%
MISSION RISK--
WINNING CONTROLLER--

⚡ Arm Compute Race

Scalar ARM64 baseline685.6M states/s
NEON batch-4 + FMA--
ARCHITECTURE--
MODE--
NATIVE EVALUATIONS--
RUNTIME--

Gene-program shockwave

Reference cells are loaded from CZ CELLxGENE. Damage/recovery are simulated relative to that real reference. Controller evidence is executed by the native ARM64 Monte Carlo binary on Google Axion.
BIOSPECIMEN MISSION CERTIFICATE

Sequencing-ready

Digital-twin demonstration certificate. Soft-sensor values require experimental calibration before laboratory use.

SampleSCN-042 · tumour biopsy
Mission duration0 min
BioLoop readiness98%
PID counterfactual98%
Minimum oxygen94%
Maximum temperature4.2°C
Rescue actions0
Chain checksum00000000
GOOGLE AXION · ARM64

ARM Optimization Autopilot

Live measured optimization evidence from the BioLoop Axion backend
Awaiting optimization run...
LIVE ARM OPTIMIZATION PIPELINE
01
Detect Axion
aarch64 hardware probe
02
Inspect Model
FP32 footprint
03
Quantize
INT8 candidate
04
Benchmark INT8
latency suitability
05
Probe KleidiAI
Arm kernel dispatch
06
Select I8MM
NEON micro-kernel
07
Engage NEON/FMA
native controller
08
Deploy Path
optimization complete
> READY
MODEL COMPRESSION
--
FP32 → INT8
KLEIDIAI MICRO-KERNEL
--
NEON DotProd → I8MM
KERNEL TIME REDUCTION
--
quantized matmul
RESCUE CONTROLLER
--
Scalar → NEON/FMA
AUTOTUNER DECISION
Waiting...