***Quantum gravity*** - black hole : information paradox, entropy, ER=EPR, qbits ((de "it from bit" à "it from qbit"),systèmes hors-équilibre - emergent space-time : ads/cft and the holographic correspondence - quantum chaos and glassiness : SYK, JT gravity and the physics of extremal black holes - perturbative : mathematical structure of amplitudes, uv completion, application to GW - eft : unitarity causality and "swampland program" - extremal black-holes as potential candidates for dark matter.