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Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

International Conference on Machine Learning, 2023
Widely used alignment techniques, such as reinforcement learning from human feedback (RLHF), rely on the ability of humans to supervise model behavior - for example, to evaluate whether a model faithfully followed instructions or generated safe outputs ...
Collin Burns   +12 more
semanticscholar   +1 more source

Conditional Capabilities

IEEE Transactions on Software Engineering, 1979
Protection in capability-based operating systems is comsidered. The concept of a conditional capability, which is a generalization of a conventional capability, is proposed. The conditional capability can only be exercised when certain conditions relating to the context of its use are satisfied.
Ekanadham, Kattamuri   +1 more
openaire   +2 more sources

Generative capability

2017 IEEE Technology & Engineering Management Conference (TEMSCON), 2017
How do firms leverage existing innovations for the next round of innovations? We develop a novel concept of generative capability in product innovation to address this question. Generative capability applies the mechanisms of iteration and rapid knowledge integration to guide innovation activities.
Sunny Li Sun, Bo Zou
openaire   +1 more source

Capability Managers

IEEE Transactions on Software Engineering, 1978
The use of capabilities to control the access of component programs to resources in an operating system is an attractive means by which to provide a uniform protection mechanism. In this paper, a capability is defined as an abstract encapsulation of the data needed to define access to a protected object.
Kieburtz, Richard B.   +1 more
openaire   +2 more sources

Mathematical Capabilities of ChatGPT

Neural Information Processing Systems, 2023
We investigate the mathematical capabilities of two iterations of ChatGPT (released 9-January-2023 and 30-January-2023) and of GPT-4 by testing them on publicly available datasets, as well as hand-crafted ones, using a novel methodology.
Simon Frieder   +7 more
semanticscholar   +1 more source

Service Capability: Capability Quality and Capability Process

2013
Along with the arrival of the service economy, more and more companies start to pay attention to service capability, but how to enhance the service capability effectively, is still a theoretical and academic question to solve. This paper argue that the nature of service capacity is essentially a kind of energy, and defines the service capability from ...
Xi-qiu Wang, Can Li
openaire   +1 more source

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