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9 Nov
Posted by
Nandan
Talent acquisition and recruitment
The recruitment landscape is continually changing, with businesses seeking more efficient ways to screen and hire talent. Traditional processes are often bogged down by manual tasks, from the initial screening of resumes to repetitive assessments. Advanced AI agents offer a solution by automating these activities, ensuring that only relevant candidates are shortlisted for further consideration. Th…
24 Nov
Posted by
Nandan
The Surprising Effectiveness of Test-Time Training for Abstract Reasoning
Large language models can now acquire new reasoning skills on the fly by updating their parameters during inference using test-time training. This approach significantly improves their performance on challenging abstract reasoning tasks, even matching human-level accuracy when combined with program synthesis methods.
Enhancing Language Models’ Reasoning Capabilities
While language mode…
12 Nov
Posted by
Nandan
Attacking Vision-Language Computer Agents via Pop-ups
Autonomous agents powered by large vision and language models (VLMs) have demonstrated significant potential in completing daily computer tasks, such as browsing the web to book travel and operating desktop software. However, these agents can be easily attacked by a set of carefully designed adversarial pop-ups, leading them to click these pop-ups instead of performing the intended tasks. This dis…