Feb 13, 2026 · We propose Flow Matching Adversarial Imitation Learning (FAIL), which minimizes policy-expert divergence through adversarial training without explicit rewards or pairwise comparisons.

Edison about failure. It goes with respect to time. When you look back and see failure, you say, ‘It made me what I am!’ But look-ing forward, you think, ‘I don’t know what is going to happen, and I do ’t want …

You surely heard about mergers and acquisitions (M&A)—the largest and most consequential investments companies make, but you weren’t aware that most of them (70–75%) fail to meet …

There are many industrial control valve applications that require the valve to stay at the last set point as a failure state. This is frequently called out as Fail Last Position, Fail in Place, or Fail Freeze. These …

We show that, contrary to popular belief, bus interposition attacks on DDR5 server memory can be constructed cheaply by hobbyists, using parts easily obtained on e-commerce websites.

Complex systems are heavily and successfully defended against failure. The high consequences of failure lead over time to the construction of multiple layers of defense against failure.

We clarify that this paper focuses on two types of fail-slow hardwares including the fail-slow storage and network devices. The main reason is that it is relatively easy for developers to confirm the impact of …