The End of the Machine Metaphor in Cybersecurity

What if your network wanted to be secure? 🧵 In Episode 1 of "The Morphogenetic SOC," we’re using Michael Levin’s TAME framework to redefine cyber defense. #CyberSecurity #AI #zeroknowledge #evolutionaryalgorithms #agentic #SOC #securityengineering open.spotify.com/episode/4Pam...

Evolutionary Algorithms in AI: From Genetic Search to LLM-Guided Co-Evolution - CoEvolution Learn how modern AI models can adapt in dynamic environments without compromising security, transparency, or reliability. This article outlines best practices for designing safe and trustworthy AI systems.

From genetic algorithms to LLM-guided co-evolution 🧬🤖
Discover how evolutionary AI is evolving, in a new article by the Telefónica team.

👉 coevolution-project.eu/evolutionary...

#AI #EvolutionaryAlgorithms #LLM #CoEvolution

Evolutionary Algorithms Boost Physics-Informed Neural Networks

Evolutionary algorithms are reported to enhance physics-informed neural networks, improving their training efficiency. Read more: getnews.me/evolutionary-algorithms-... #evolutionaryalgorithms #physicsinformednn #neuralnetworks

Spectral Graph Neural Evolution Improves Evolutionary Algorithms

GNE uses GNNs to balance exploration and exploitation. It reached ~3.07×10⁻²⁰ on the Sphere benchmark, beating the competitor’s 1.51×10⁻⁷. Read more: getnews.me/spectral-graph-neural-ev... #graphneuralevolution #evolutionaryalgorithms

At the next EvoStar conference, we're doing a new thing: calling for papers on your reflections, perspectives, and views of Evolutionary Computation.

Special session: Opinions and Trends in Evolutionary Computation www.evostar.org/2026/evoapps...

#EvolutionaryAlgorithms #EvolutionaryComputation

GitHub - Danialgharaie/mutant-landscape: using pLMs to extract the mutation landscape of protein sequence using pLMs to extract the mutation landscape of protein sequence - Danialgharaie/mutant-landscape

4/
code here: github.com/Danialgharai...

#proteinengineering #bioinformatics #evolutionaryalgorithms #multifitness #ParetoFront

We were at EvoStar 2025 presenting #Bio4Res research on hysteretic phenomena in energy consumption when using EAs,
caesium.lcc.uma.es/Bio4Res/bio4...
#ResearchPaper #EnergyConsumption #EvolutionaryAlgorithms #GreenAI #Sustainability

Our paper in IEEE Transactions on Evolutionary Computation on "Efficient Evolution of Variable Ordering for Binary Decision Diagram Optimization" is available #online ieeexplore.ieee.org/document/110... #EvolutionaryAlgorithms #BDDs #OBDDs #verification @unibremen.bsky.social @dsc-ub.bsky.social