LinkedIn Clamps Down on 'AI Slop' Postings & Comments

LinkedIn is taking a strong stance against the flood of generic, AI-generated posts clogging users' news feeds.

In line with a broader industry push to reduce inauthentic participation across social media, the Microsoft-owned platform unveiled new tools to identify and block low-effort AI content.

According to the vice president of product at LinkedIn, Laura Lorenzetti, the company is responding to an increase in what she refers to as 'AI slop'—content that looks professional but lacks real insight, knowledge, or life experience.

A Rising Revolt Against Polished but Empty AI Content

In early testing, the company's new detection models, which were trained to recognise signs of repetitive or generic AI-generated text, accurately identified such content 94% of the time.

Posts that have been flagged won't be deleted, but their visibility will be restricted to the author's immediate network by being suppressed from recommendations.

Besides, Lorenzetti underlined that the value of LinkedIn postings “comes from the human behind the tool,” highlighting the platform's position that artificial intelligence (AI) can help with writing but cannot take the place of genuine thought.

How LinkedIn's Detection System Operates

The revised method is intended to differentiate between AI-generated filler and AI-assisted authoring. It concentrates on multiple signals:

• Repeated or generic language that lacks a distinct point of view
• Automated scale remarks that simply reiterate a post without contributing anything new
• Low-effort responses generated with little assistance from humans

According to LinkedIn, the crackdown covers both whole postings and the increasingly common practice of automated comment spam, or responses that appear to be engaged but are actually worthless.

Remarkably, users are already seeing fewer AI-influenced posts from outside their networks, according to early tests, and the business anticipates that in the upcoming weeks, this effect will spread throughout the platform.

AI Tools and Authenticity in Balance

The move is somewhat ironic, as LinkedIn's post composer already includes a “Rewrite with AI” tool. However, the business claims that it is not banning AI, but rather discouraging content that depends on AI rather than human intelligence.

The platform's message is very clear: AI can improve language, but users still need to think creatively.

Likewise, this strategy reflects a larger trend in the business. While TikTok and Meta now mandate that producers label AI-generated media, YouTube has started demonetising mass-produced AI content. However, LinkedIn's primary goal is to prevent formulaic, machine-generated posts from diluting professional discourse.

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Combating Fake Profiles, Bots, & the Decline of Actual Engagement

LinkedIn argues that the rise of bots and phoney AI-driven profiles has contributed to a decrease in real contact. With over 100 million verified members, the site relies significantly on verification to build confidence and prevent the spread of fake information.

Furthermore, LinkedIn seeks to reinstate the platform's primary goal of bringing professionals together via real insight rather than algorithmic noise by suppressing AI slop and promoting postings based on knowledge, context, and lived experience.

The company's position reflects a growing understanding in the IT sector that, although AI might boost productivity, unregulated AI-generated content runs the risk of overloading platforms with volume rather than value.

In summary, LinkedIn's most recent action suggests that the days of simple, meaningless AI posts taking over feeds may be ending.

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