How to stop people from using your Instagram posts with Meta's AI 42%

By Katherine Tangalakis-Lippert45%

7/8/2026, 8:58:05 PM

BS Summary: This article contains 15 faulty reasoning types, including Biased Writer Voice, Availability Heuristic, and Pessimism Bias, with Negativity Bias as the most egregious example at 52.4% saturation with 195 hits. Analysis detected 736 faulty-reasoning hits from 372 analyzed words, generating a BS Score of 46.1% and a BS Rank of 42% (12,757 of 21,886 articles). This article is better (less manipulative) than 58.30% of the article peer group.

Instagram profiles now automatically allow users to share and modify other people's public posts, including their profile picture, with Meta's new AI model, Muse Image. 
Beata Zawrzel/NurPhoto via Getty Images 
Instagram profiles default to letting users share and modify their content with Meta's new AI model. 
The feature allows users to download your posts, including your profile picture, to "reuse" them. 
You can toggle the permissions on and off in your settings  but only through the app. 
If your Instagram account is public, your photos  including your profile picture  may now be fair game for other people's AI creations unless you change a setting buried in the app. 
Meta's new Muse Image model, unveiled Tuesday, lets users generate AI images using public Instagram posts by tagging another person's account in a prompt. 
Public accounts are opted in by default, allowing others to reuse posts, reels, and profile photos unless users manually switch the feature off. 
The controls are only available in the Instagram app, under the "Sharing and reuse" tab in the settings menu, where users can disable separate toggles for posts and reels. 
Meta's privacy settings default to allowing others to reuse your Instagram content and modify it with AI. 
Katherine Tangalakis-Lippert 
Existing AI-generated images made with your content won't be removed, and Instagram says on its help page about the feature that users won't be notified if their content is used by others. 
The feature is part of Meta's broader push to compete in generative AI , as the company rolls out Muse Image to compete with rival image-generation tools from OpenAI, Google, Midjourney, and Adobe by making AI image creation a built-in feature for Instagram's billions of users. 
The rollout is the latest flash point in Meta's long-running privacy battles . 
The company has faced years of scrutiny over its corporate and user-facing data practices, including criticism for using public posts to train AI models by default and requiring users to opt out rather than opt in. 
Privacy advocates have long argued that such policies leave users with too little control over how their content is repurposed. 
Read the original article on Business Insider 
Article reasoning-pattern comparisonThis article: 5.4%Katherine Tangalakis-Lippert: 3.4%Business Insider: 2.5%Confirmation Bias5.4%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.7%Anchoring Bias0.0%This article: 21.2%Katherine Tangalakis-Lippert: 6.3%Business Insider: 3.4%Availability Heuristic21.2%This article: 0.0%Katherine Tangalakis-Lippert: 0.5%Business Insider: 0.7%Representativeness Heuristic0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.2%Business Insider: 0.9%Hindsight Bias0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.4%Business Insider: 1.9%Overconfidence Bias0.0%This article: 7.8%Katherine Tangalakis-Lippert: 5.7%Business Insider: 5.0%Framing Effect7.8%This article: 7.3%Katherine Tangalakis-Lippert: 1.9%Business Insider: 0.8%Loss Aversion7.3%This article: 10.5%Katherine Tangalakis-Lippert: 1.8%Business Insider: 0.8%Status Quo Bias10.5%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.3%Sunk Cost Effect0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.5%Business Insider: 3.1%Optimism Bias0.0%This article: 14.2%Katherine Tangalakis-Lippert: 2.2%Business Insider: 1.6%Pessimism Bias14.2%This article: 52.4%Katherine Tangalakis-Lippert: 15.2%Business Insider: 4.6%Negativity Bias52.4%This article: 0.0%Katherine Tangalakis-Lippert: 1.5%Business Insider: 2.0%Self-Serving Bias0.0%This article: 0.0%Katherine Tangalakis-Lippert: 2.3%Business Insider: 0.6%Fundamental Attribution Error0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.4%Business Insider: 0.2%Actor-Observer Bias0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.8%In-Group Bias0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.2%Business Insider: 0.2%Out-Group Homogeneity Bias0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.6%Business Insider: 3.0%Halo Effect0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.1%Horn Effect0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.0%Dunning-Kruger Effect0.0%This article: 10.2%Katherine Tangalakis-Lippert: 1.7%Business Insider: 1.3%Recency Bias10.2%This article: 0.0%Katherine Tangalakis-Lippert: 1.2%Business Insider: 0.4%Primacy Effect0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.4%Business Insider: 0.1%Blind-Spot Bias0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.4%Business Insider: 0.3%Ad Hominem0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.4%Business Insider: 0.1%Straw Man0.0%This article: 14.0%Katherine Tangalakis-Lippert: 2.1%Business Insider: 3.3%Appeal to Authority14.0%This article: 0.0%Katherine Tangalakis-Lippert: 1.8%Business Insider: 1.2%False Dilemma0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.8%Business Insider: 0.6%Slippery Slope0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.1%Business Insider: 0.1%Circular Reasoning0.0%This article: 14.2%Katherine Tangalakis-Lippert: 7.6%Business Insider: 4.0%Hasty Generalization14.2%This article: 0.0%Katherine Tangalakis-Lippert: 0.3%Business Insider: 0.1%Red Herring0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.7%Business Insider: 0.7%Bandwagon0.0%This article: 3.5%Katherine Tangalakis-Lippert: 5.3%Business Insider: 3.1%Appeal to Emotion3.5%This article: 0.0%Katherine Tangalakis-Lippert: 1.9%Business Insider: 0.7%Begging the Question0.0%This article: 0.0%Katherine Tangalakis-Lippert: 2.2%Business Insider: 2.3%Post Hoc (False Cause)0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.1%Tu Quoque0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.5%Business Insider: 0.2%Burden of Proof0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.1%Appeal to Nature0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.2%Composition/Division0.0%This article: 0.0%Katherine Tangalakis-Lippert: 2.6%Business Insider: 3.6%Anecdotal0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.1%No True Scotsman0.0%This article: 4.3%Katherine Tangalakis-Lippert: 1.0%Business Insider: 1.4%Ambiguity (Equivocation)4.3%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.0%Gambler’s Fallacy0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.4%Business Insider: 0.1%Middle Ground0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.0%Personal Incredulity0.0%This article: 4.6%Katherine Tangalakis-Lippert: 0.2%Business Insider: 0.1%Special Pleading4.6%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.0%Genetic Fallacy0.0%This article: 0.0%Katherine Tangalakis-Lippert: 2.6%Business Insider: 1.2%Unattributed Quote0.0%This article: 0.0%Katherine Tangalakis-Lippert: 1.5%Business Insider: 0.7%Quote-first Misdirection0.0%This article: 26.3%Katherine Tangalakis-Lippert: 5.9%Business Insider: 3.3%Biased Writer Voice26.3%This article: 0.0%Katherine Tangalakis-Lippert: 0.8%Business Insider: 1.3%Indoctrination0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.1%Politically Left Leaning Bias0.0%This article: 0.0%Katherine Tangalakis-Lippert: 0.0%Business Insider: 0.1%Politically Right Leaning Bias0.0%This article: 1.9%Katherine Tangalakis-Lippert: 1.2%Business Insider: 1.5%Attempt to Sell a Product or S…1.9%

372 words analyzed.

Speakers

1speaker0.5%attributed speech370writer words
Voice mapSelect a segment to jump to its words
Writer's voice • 12 words • 100.0% coverageWriter's voice • 25 words • 100.0% coverageWriter's voice • 5 words • 0.0% coverageWriter's voice • 16 words • 0.0% coverageWriter's voice • 15 words • 100.0% coverageWriter's voice • 17 words • 0.0% coverageWriter's voice • 33 words • 100.0% coverageWriter's voice • 24 words • 0.0% coverageWriter's voice • 23 words • 0.0% coverageWriter's voice • 29 words • 0.0% coverageWriter's voice • 17 words • 0.0% coverageKatherine Tangalakis-Lippert • 2 words • 0.0% coverageWriter's voice • 32 words • 0.0% coverageWriter's voice • 46 words • 0.0% coverageWriter's voice • 13 words • 100.0% coverageWriter's voice • 36 words • 0.0% coverageWriter's voice • 20 words • 0.0% coverageWriter's voice • 7 words • 100.0% coverage
0%flagged-word coverage
2 attributed words100% of attributed speech84% writer coverage
0%15.0%30.0%Biased Writer Voice-26.5 ptsWriter: 26.5%Katherine Tangalakis-Lippert: 0.0%0.0%Attempt to Sell a Product -1.9 ptsWriter: 1.9%Katherine Tangalakis-Lippert: 0.0%0.0%

Attribution is sentence-level. Pattern percentages are calculated only from words assigned to that voice.

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Analysis

Hover over highlighted words in the article to view the associated bias or fallacy analysis.