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This work develops Publication Authority as an exact-state, non-transferable, single-use publication capability and instantiate it in PAC-2026 (Publication-Accountability Calculus), a machine-readable AIJIM Protocol candidate, and evaluates its fourth bounded semantic freeze (SF-4), a fixed-profile specification designed for replaceable bindings.
MEgoVista is offered as a measured route from egocentric video to metric hand supervision, one that widens where such labels can be gathered, one that widens where such labels can be gathered.
The ASCII Attack reveals that framing harmful requests as artistic critique can bypass safety filters in large language models, achieving up to 93% success in eliciting harmful responses.
A unified framework for understanding manipulation robustness could accelerate the development of robots that match human dexterity in uncertain environments.
Touch is not just an add-on; it fundamentally enhances object representation, leading to dramatic improvements in physical property estimation and manipulation tasks.
The fragmented field of world modeling can now be unified under a "levels x laws" taxonomy, revealing critical gaps in autonomous model revision and decision-centric evaluation.
Forget hand-crafted templates: DUET learns to generate user and item profiles jointly, boosting recommendation accuracy by better aligning textual representations.
