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Regulators are exploring AI tools to detect manipulative practices. 5. Recommendations for Ethical Design

Techniques can lead to unwanted purchases (e.g., drip pricing) or coerced data sharing. Regulators are exploring AI tools to detect manipulative

Governments are stepping up, following examples like the EU’s Digital Services Act. In India, the Ministry of Consumer Affairs has proposed guidelines under the Consumer Protection Act, 2019, to prohibit these practices. Regulators are exploring AI tools to detect manipulative

Using guilt-inducing language to manipulate choices. Regulators are exploring AI tools to detect manipulative

While aimed at short-term gain, dark patterns reduce brand loyalty and increase user abandonments. 4. Regulatory Developments

April 29, 2026 Subject: Analysis of Dark Patterns and Proposed Regulatory Frameworks 1. Introduction

Persistent use of these tactics causes consumers to become suspicious of online spaces.