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Bias Trends & Statistics

EMARKETER offers market research, trends and statistics for a variety of topics and industries. Here you will find a collection of reports, articles and other resources for Bias
How CMOs Are Overcoming AI Fatigue to Rebuild Trust

How CMOs Are Overcoming AI Fatigue to Rebuild Trust

Report
Nov 19, 2025

CMOs are confronting AI fatigue by refocusing on human creativity and trust. As automation accelerates, leaders are rebalancing efficiency with authenticity to restore credibility and performance.

Sony AI launches consent-based data set to expose algorithmic bias

Article
Nov 05, 2025

Sony AI released the Fair Human-Centric Image Benchmark (FHIBE), a freely available image data set to test AI fairness using images from 2,000 volunteers across 80 countries—all consent-based and removable on request, per Engadget. Independent data sets like FHIBE give marketers, platforms, and regulators a common reference point for evaluating AI performance. That helps brands prove compliance, reduce reputational risk, and speed up adoption of trustworthy automation. Tools like FHIBE could excise bias and rebuild trust in how AI sees—and represents—people in marketing and advertising processes.

How CMOs Balance Brand Integrity and Bravery

How CMOs Balance Brand Integrity and Bravery

Report
Dec 20, 2024

CMOs are mastering brand bravery to stand out in competitive markets. Through bold strategies, innovative campaigns, and authentic storytelling, they balance daring moves with trust and integrity. In this report, four leading CMOs share how they transform risks into impactful brand actions.

B2B Marketing Trends to Watch in 2025

B2B Marketing Trends to Watch in 2025

Report
Dec 12, 2024

The top B2B marketing trends in 2025 include AI-driven insights, first-party data strategies, and balancing automation with authenticity. In this report, marketers and agencies can learn how to embrace these evolving strategies in order to boost engagement, trust, and ROI.

How CMOs Are Using AI to Transform Their Strategies

How CMOs Are Using AI to Transform Their Strategies

Report
Oct 15, 2024

CMOs are using AI tools to transform marketing by enhancing creativity, optimizing campaigns, and streamlining operations. AI will shape marketing's future, but strategic implementation, data privacy, and bias remain hurdles for widespread adoption.

Banking Trends to Watch in H2 2024

Banking Trends to Watch in H2 2024

Report
Aug 01, 2024

Banks are experimenting with emerging technologies and business models to find new revenue streams. But stepping outside traditional banking molds introduces more business, reputational, and regulatory risk.

Colorado passes law to prevent AI-generated discrimination in life insurance

Article
Sep 29, 2023

It’s the first state to require insurers to establish such rules. As others consider similar laws, insurers need to stay one step ahead in combating bias.

Big Tech search wars could attract attention from FTC’s new outfit

Big Tech search wars could attract attention from FTC’s new outfit

Article
Feb 21, 2023

FTC sharpens tech oversight amid AI revolution: Big tech’s opaque algorithms pushed the FTC to create an Office of Technology to rein in the industry. Search wars pose a regulatory wildcard.

ChatGPT co-creator wants government oversight on tech she helped build

ChatGPT co-creator wants government oversight on tech she helped build

Article
Feb 08, 2023

Industries ignore AI warning label: Voices of dissent over speedy generative AI deployment are getting louder but may be drowned out by promises of lucrative returns. Risks are mounting.

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Q&A: Turn chief product officer Brian Gaspar shares how AI is transforming hiring and recruitment

Article
Nov 07, 2022

Can an AI recruiter save a troubled labor market? AI could disrupt recruiters’ jobs. Turn’s Brian Gaspar spoke with us about bias in AI and how to hire the right talent.

Startup Keen Technologies raises $20M to advance controversial AGI

Article
Aug 30, 2022

AI is moving fast and might break things: Keen Technologies’ goal for human-like AI is part of a trend that’s triggered an ethical AI backlash. But there’s a common-ground approach.

Google suspends engineer raising questions about AI consciousness

Article
Jun 14, 2022

The slippery AI consciousness debate: More controversy in Google’s AI team exposes the foggy world of artificial sentience. Mounting concerns about AI warrants more Big Tech accountability and transparency.

All US executives spot potential risks in AI

All US executives spot potential risks in AI

Article
May 13, 2022

In the US, 56% of executives believe AI technology comes with either significant or somewhat significant potential risk. Another 19% view the risk as moderate, while 26% think the threat is minimal. No executive surveyed believes AI is entirely without risk.

Humans look at screens. With AI, the screens are now looking back.

Article
May 02, 2022

Is AI becoming Big Brother? Human presence and emotional-state detection technologies are raising civil rights alarms bells. Although they could have merits for productivity, they’re also invasive and error-prone.

Best Practices for Inclusive Marketing

Best Practices for Inclusive Marketing

Report
Nov 05, 2020

In response to increased social discourse about racial and gender inequity in the US, marketers are redoubling their efforts to be more inclusive. By reflecting the diversity of the real world in their teams and campaigns, they can build greater brand affinity and deeper customer relationships while working to effect positive change.

Getting Accessible Marketing Right

Getting Accessible Marketing Right

Report
Nov 05, 2020

Marketers are turning to technology and inclusive design to ensure their websites, customer experiences, and campaigns are accessible to all consumers, including people with disabilities.

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