Paper · 2026 · iScience

Plant embodied intelligence: A paradigmatic perspective

Yi Lin

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Open access · cc-by-nc-nd

Abstract

The concept of intelligence is expanding beyond neural systems to include plants. Following this trend, we turn our focus on a key but undeveloped branch—plant embodied intelligence (PEI), where adaptive problem-solving activities emerge from dynamic interactions between distributed plant structures and their environment. Specifically, this review first outlines PEI's theoretical foundations and then proposes research avenues, including adaptive morphogenesis and growth, distributed information processing and memory, ecological communication and swarm-like behavior, and decision-making under risk and competition. Next, a comprehensive analysis of global research highlights pioneering work, spanning plant neurobiology, systems biology, and bio-inspired materials, while identifying critical gaps. Accordingly, a convergent methodology of quantitative phenotyping, molecular systems biology, ecological modeling, and plant-inspired robotics/software. Finally, we articulate how the pursuit of PEI can reciprocally advance both plant sciences and intelligent systems sciences, ultimately positioning plants as active collaborators for sustainable innovation.

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Claims 4

Recommendationauthor interpretationreview summarybasis n/a

Claim · model-written summary

The review proposes research avenues for plant embodied intelligence, including adaptive morphogenesis and growth, distributed information processing and memory, ecological communication and swarm-like behavior, and decision-making under risk and competition.

Taxon
plantsViridiplantaee0
Outcome
research avenuese1

Verbatim

e0

“expanding beyond neural systems to include plants”

✓ located verbatim in the source · abstract, characters 31–80 · show in text ↑
e1

“proposes research avenues, including adaptive morphogenesis and growth, distributed information processing and memory, ecological communication and swarm-like behavior, and decision-making under risk and competition”

✓ located verbatim in the source · abstract, characters 404–619 · show in text ↑
Observationauthor interpretationreview summarybasis n/a

Claim · model-written summary

A review of global research highlights pioneering work in plant neurobiology, systems biology and bio-inspired materials, and identifies critical gaps.

Taxon
plantsViridiplantaee0
Outcome
critical gapse2

Verbatim

e0

“expanding beyond neural systems to include plants”

✓ located verbatim in the source · abstract, characters 31–80 · show in text ↑
e2

“a comprehensive analysis of global research highlights pioneering work, spanning plant neurobiology, systems biology, and bio-inspired materials, while identifying critical gaps”

✓ located verbatim in the source · abstract, characters 627–804 · show in text ↑

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Recommendationauthor interpretationreview summarybasis n/a

Claim · model-written summary

A convergent methodology combining quantitative phenotyping, molecular systems biology, ecological modeling, and plant-inspired robotics/software is recommended for plant embodied intelligence.

Taxon
Plantt0
Outcome
convergent methodologye3

Verbatim

t0

“Plant embodied intelligence”

✓ located verbatim in the source · title, characters 0–27 · show in text ↑
e3

“a convergent methodology of quantitative phenotyping, molecular systems biology, ecological modeling, and plant-inspired robotics/software”

✓ located verbatim in the source · abstract, characters 819–957 · show in text ↑

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Recommendationauthor interpretationreview summarybasis n/a

Claim · model-written summary

The pursuit of plant embodied intelligence can reciprocally advance plant sciences and intelligent systems sciences.

Taxon
Plantt0
Outcome
reciprocally advance both plant sciences and intelligent systems sciencese4

Verbatim

t0

“Plant embodied intelligence”

✓ located verbatim in the source · title, characters 0–27 · show in text ↑
e4

“how the pursuit of PEI can reciprocally advance both plant sciences and intelligent systems sciences”

✓ located verbatim in the source · abstract, characters 982–1082 · show in text ↑

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