CORDIS Project
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MOSAICO aims to improve the reliability of large language model-based agents in software engineering by facilitating collaboration among multiple AI agents. This approach enhances task specialization and decision-making, ultimately leading to better software development outcomes.
The reliable application of LLM-based agents to SE requires a tremendous increase in their accuracy and minimisation of their bias.
While LLMs continue increasing in size and performance, it seems that phenomena like hallucinations of a single agent are substantially inevitable, since they are linked to the fundamental inference mechanism in generative models.
On the other hand, evidence starts accumulating about the possibility of achieving the required performance by collaboration and debate a…
Partner organizations (coordinator is shown above), with normalized type and CORDIS activity type. Guests see up to 4 partners.
Luxembourg, Esch Sur Alzette
Type: Research institute
Activity type: Research Organisations
SME: No
United Kingdom, York North Yorkshire
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
Italy, L Aquila
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
Luxembourg, Luxembourg
Type: Company (for-profit)
Activity type: Private for-profit entities (excluding Higher or Secondary Education Establishments)
SME: No
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