Certificates in AI: Learn but verify
C. Barrett, T.A. Henzinger, S.A. Seshia, Communications of the ACM 69 (2026) 66–75.

VAMOS: Middleware for best-effort third-party monitoring
M. Chalupa, F. Mühlböck, S. Muroya Lei, T.A. Henzinger, Science of Computer Programming 240 (2025).

Supermartingale certificates for quantitative omega-regular verification and control
T.A. Henzinger, K. Mallik, P. Sadeghi, D. Zikelic, in:, 37th International Conference on Computer Aided Verification, Springer Nature, 2025, pp. 29–55.

Quantitative language automata
T.A. Henzinger, P. Kebis, N.A. Mazzocchi, N.E. Sarac, in:, 36th International Conference on Concurrency Theory, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2025.

Predictive monitoring of black-box dynamical systems
T.A. Henzinger, F. Kresse, K. Mallik, E. Yu, D. Zikelic, in:, 7th Annual Learning for Dynamics &; Control Conference, ML Research Press, 2025, pp. 804–816.

Finding equilibria: Simpler for pessimists, simplest for optimists
L. Brice, T.A. Henzinger, K.S. Thejaswini, in:, 50th International Symposium on Mathematical Foundations of Computer Science, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2025.

Resolving nondeterminism with randomness
T.A. Henzinger, A. Prakash, K.S. Thejaswini, in:, 50th International Symposium on Mathematical Foundations of Computer Science, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2025.

Monitoring robustness and individual fairness
A. Gupta, T.A. Henzinger, K. Kueffner, K. Mallik, D. Pape, in:, Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Association for Computing Machinery, 2025, pp. 790–801.

Logic gate neural networks are good for verification
F. Kresse, E. Yu, C. Lampert, T.A. Henzinger, in:, 2nd International Conferenceon Neuro-Symbolic Systems, ML Research Press, 2025.

 Safety and liveness of quantitative properties and automata
U. Boker, T.A. Henzinger, N.A. Mazzocchi, N.E. Sarac, Logical Methods in Computer Science 21 (2025).

Information-Flow Interfaces and Security Lattices
E. Bartocci, T.A. Henzinger, D. Nickovic, A. Oliveira da Costa, in:, Engineering Safe and Trustworthy Cyber Physical Systems, Springer Nature, Cham, 2025, pp. 251–263.

Hardware-optimal quantum algorithms
S. Muroya Lei, K. Chatterjee, T.A. Henzinger, Proceedings of the National Academy of Sciences 122 (2025).

Fairness shields: Safeguarding against biased decision makers
F. Cano Cordoba, T.A. Henzinger, B. Könighofer, K. Kueffner, K. Mallik, in:, Proceedings of the 39th AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 2025, pp. 15659–15668.

Neural control and certificate repair via runtime monitoring
E. Yu, D. Zikelic, T.A. Henzinger, in:, Proceedings of the 39th AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 2025, pp. 26409–26417.

Automating the analysis of quantitative automata with QuAK
M. Chalupa, T.A. Henzinger, N.A. Mazzocchi, N.E. Sarac, in:, 31st International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Springer Nature, 2025, pp. 303–312.

Hypernode automata
E. Bartocci, M. Chalupa, T.A. Henzinger, D. Nickovic, A. Oliveira da Costa, Acta Informatica 62 (2025).

Flavors of quantifiers in hyperlogics
M. Chalupa, T.A. Henzinger, A.A. Oliveira da Costa, in:, 45th Annual Conference on Foundations of Software Technology and Theoretical Computer Science, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2025, p. 20:1-20:18.

Algorithmic fairness: A runtime perspective
F. Cano Cordoba, T.A. Henzinger, K. Kueffner, in:, 25th International Conference on Runtime Verification, Springer Nature, 2025, pp. 1–21.

Formal verification of neural certificates done dynamically
T.A. Henzinger, K. Kueffner, E. Yu, in:, 25th International Conference on Runtime Verification, Springer Nature, 2025, pp. 54–72.

Alignment monitoring
T.A. Henzinger, K. Kueffner, V. Singh, I. Sun, in:, 25th International Conference on Runtime Verification, Springer Nature, 2025, pp. 140–159.