Professional networking platform LinkedIn has introduced several updates to its main Feed aimed at improving relevance and maintaining authentic interactions. The changes include a new artificial intelligence-powered ranking system, tighter restrictions on automated comments and steps to limit generic posts designed mainly to drive engagement.
A major part of the update is a new content ranking system powered by generative AI models. The platform said it is deploying larger sequence models known as Generative Recommenders, combined with large language models (LLMs), to better understand what posts are about and how user interests evolve over time. These systems analyse multiple signals to decide which posts appear in a user’s Feed. The signals include profile information that users voluntarily share, such as industry, work experience, skills and geographic location. The models also evaluate engagement behaviour, including the posts users interact with and those they ignore.
By combining these signals, LinkedIn says its Feed can adapt more quickly when users start exploring new topics or joining new conversations. The goal is to surface more relevant and timely posts from both direct connections and professionals outside a user’s immediate network. At the same time, the platform is strengthening efforts to reduce inauthentic activity. LinkedIn said automated comment tools, engagement pods and third-party applications designed to boost interactions are not allowed. Its systems are being upgraded to detect and reduce such behaviour to keep conversations genuine.
The company is also introducing measures to limit what it calls generic or engagement-bait content. Over the coming months, posts created mainly to trigger comments or increase visibility without meaningful insights will see reduced reach. Examples include posts asking users to comment phrases like ‘Yes’ if they agree, content attaching unrelated videos simply to increase distribution, or repetitive thought-leadership posts with little original perspective. To improve the experience for new users, LinkedIn is testing an Interest Picker during sign-up, allowing members to select topics such as leadership, job search skills, or career growth. The platform said these updates aim to make the Feed a more trusted space for professional conversations and knowledge sharing, with changes already rolling out and expected to evolve further.
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