AI Tools for Biomimicry and How to Use Them

Written by Alistair Daynes & AI

Hello nature enthusiasts and curious minds!

Jess (the cofounder of Learn Biomimicry) and I (Alistair) recently had the pleasure of hosting a deep dive into the brilliant intersection of biomimicry and artificial intelligence (AI).

In her live workshop called Wild Intelligence: Applying Biomimicry with AI, Jess presented how "Biomimicry AI" is rapidly changing the landscape of sustainable innovation.

Watch the recording of the workshop below:

Her presentation opened all of our eyes to the untapped potentials and challenges at this fascinating intersection. Whether you’re a seasoned biomimicry practitioner or just starting to explore nature-inspired design, leveraging Biomimicry AI tools presents exciting opportunities to accelerate your work.

What is Biomimicry AI Really About?

Jess kicked off by demystifying AI in the simplest terms: AI is essentially computers doing the kind of thinking that humans either can't or don't want to do ourselves. These digital "thinking tools" have a variety of talents—from chatting and understanding complex biological language, to crunching big data sets, to generating structural visuals.

But here’s the critical bit: most people are only scratching the surface of AI’s capabilities. There is a vast, untapped potential for how Artificial Intelligence can enhance eco-innovation and biomimicry application.

Why the Biomimicry Movement Needs AI

Jess shared two major gaps we constantly face in the Biomimicry Movement, both of which AI can help solve:

1. The Science to Innovation Gap: Much of biological and scientific research remains stuck in academic "ivory towers," making it inaccessible to the engineers and designers who could actually apply it to solve human problems.
2. The Innovation to Market Gap (the "Valley of Death"): Many biomimetic innovations never make it to the market due to high R&D costs, long testing timelines, and complex communication challenges.

Biomimicry AI can help bridge these gaps by:

• Decoding Nature’s Complexity: AI easily translates complex biological designs and chemistry, allowing us to replicate life-friendly, resilient systems faster.
• Rapid Prototyping: AI tools allow designers to rapidly model, test, and optimize nature-inspired products before manufacturing begins, saving both time and resources.
• Market Positioning: AI enhances marketing and sales effectiveness, ensuring sustainable innovations reach the right audience efficiently.

The 7 Best Biomimicry AI Tools

There are some truly incredible AI-driven platforms already making waves in the bio-design space. If you want to integrate Artificial Intelligence into your workflow, here are the best biomimicry AI tools shared by Jess and the Learn Biomimicry community:

• Explora: A project-based platform built to accelerate the accessibility and application of nature-inspired innovation. It integrates learning and community and is available to upcoming Biomimicry Practitioner and Educators Programmes.
• ThinQa: Developed by Dr. El Tayeb Bentria (a Biomimicry Practitioner alumni), this tool leads the way in 3D printing and rapid biomimetic prototyping. Create your own 3D designs with ThinQa here.
• Asteria: An all-in-one biomimicry AI platform supporting everything from research to ideation to market launch, complete with integrated sustainability metrics and a massive database of biological strategies. Discover Asteria.
• NuLuca: A rich platform offering system mapping, detailed parameter prompts, and integrations with architectural tools like Rhino Grasshopper. Explore NuLuca.
• AskNature Chat: A chatbot interface trained on 20 years of AskNature’s biomimicry activity. It is exceptional at handling metaphorical and abstract inquiries, pulling biological strategies from diverse sources. Chat with AskNature.
• Materiom: A powerful AI-backed database focused on bio-based materials and recipes, perfect for those diving into sustainable molecular design. Check Out Materiom.
• BioDesign Academy: An educational AI resource diving deep into bio-design blockers, providing extensive tools and explanations for modern practitioners. Visit BioDesign Academy.

The Hidden Costs of Using AI in Biomimicry

While Biomimicry AI is a game-changer, it’s not without its downsides. Jess emphasized two main categories of disadvantages that biomimics must consider:

• Visible Environmental Costs: AI requires high energy consumption, massive freshwater use for cooling servers, and creates material waste from discarded electronics. The environmental footprint is real and demands responsible use.
• Hidden Algorithmic Costs: AI outputs are only as good as the prompts and data inputs. It can perpetuate biases, "hallucinate" inaccurate biological info, and still requires heavy critical thinking and domain knowledge to be interpreted properly.

We must approach AI as a powerful tool, not a replacement. Focus on asking good questions, verifying biological facts, and keeping human creativity front and center.

5 Tips for Using AI Effectively in Biomimetic Design

Here are some golden nuggets from Jess’s advice that you can apply next time you use a Biomimicry AI tool:

1. Define Your Problem Clearly: Frameworks like the “Known and Unknown Matrix” (Rumsfeld Matrix) can help prioritize your efforts before typing your first AI prompt.
2. Ask the AI for Prompting Advice: Chat models can actually help you craft better biomimicry questions. Ask the AI: "What information do you need from me to find the best biological strategy for [X problem]?"
3. Encourage Critical Reflexivity: Ask the AI to critique its own answers or role-play as a biology expert to uncover blind spots.
4. Leverage Multiple Models: Different AI systems have different strengths. Combine ChatGPT for brainstorming with Asteria or NuLuca for technical application.
5. Stay Connected to the Real World: AI is limited to its training data. Get outside, explore real ecosystems, test ideas in physical environments, and engage with human mentors.

Jess invited us to see AI not as artificial intelligence replacing us, but as augmented intelligence amplifying our capabilities. AI can't redesign the future alone—it’s up to us to steer it toward a future where all life can thrive.

Where to Start Your Own Biomimicry AI Journey

If you’re eager to take the plunge into biomimicry and AI, here are your recommended next steps:

• For Beginners: If you're starting out, download this free eBook, A Field Guide to Biomimicry.
• Short Courses: Ready for more? Dive into our online Biomimicry Short Courses.
• Practical Application: Not sure how to apply these concepts? The Biomimicry Sprints is a 4-week mentored course that lets you walk away with 6 structured project ideas (accelerated by Asteria AI!).
• Career Advancement: If you want to actively apply biomimicry to your job, join the comprehensive Biomimicry Practitioner Programme. Our expert mentors will guide you through incorporating AI into your project.
• Further Reading: Check out our related article: Biology, AI and Learning the Language of Life through Evo2.

Biomimicry AI FAQs

Can AI replace biomimicry practitioners?

No. AI is an augmented intelligence tool that speeds up research and prototyping, but it still requires a human's critical thinking, creativity, and empathy to translate biological strategies into real-world, sustainable designs.

What is the best AI tool for biological research?

AskNature Chat and Asteria are currently among the top AI platforms specifically trained to help innovators find and apply biological strategies to human engineering and design problems.

How does AI help with sustainability?

By mimicking nature's efficient designs, Biomimicry AI helps engineers reduce material waste, lower energy consumption, and create products that are circular and life-friendly.

Summary

It’s truly inspiring to be part of a community focused on learning from nature to innovate responsibly with tools like AI. We’re standing at a remarkable crossroads where technology and natural wisdom can come together to tackle our planet’s most pressing challenges.

As Jess beautifully put it, “The beauty of biomimicry is in shaking up the status quo, imagining, designing, and building a world where all life can thrive.”

Let’s keep walking this journey together — one thoughtful step at a time.

Wild regards,
Alistair
Biomimicry Practitioner