Are you just sloughing your data into irreputable servers?

You should know your data because – it is your data; and, in the worst case, it could be used against you.

This is where free speech and technology choice come together. BTW: 91% of businesses would prioritize data privacy if they knew it increased customer trust 

It’s your determination, as the user, that is where this whole thing goes.  That’s the ultimate fact.  

Trust has become the primary differentiating factor in technology choices. The modern landscape is changing fast and demands consumers actively evaluate technology providers based on demonstrated responsibility rather than just functionality or convenience.

Where We Are:

– 2025 Edelman Trust Barometer shows a “crisis of grievance” with trust in tech companies declining
– X/Twitter has 75%+ bot traffic and reduced moderation
– Google Gemini has significant safety issues and regulatory violations
– Consumer trust in digital services is at historic lows
– Meta is wholly untrustworthy (distinction: mix of fact and survey), not included

Consuming Media Trust Gauge

Tier 1 (High Trust): Apple ecosystem, traditional cloud infrastructure
Tier 2 (Moderate): Microsoft AI, IBM Watson with caution
Tier 3 (High Risk): X/Twitter, Google Gemini, TikTok

Red Flags – to Avoid:
– Platforms with reduced moderation since 2022
– AI services without safety reports
– High bot traffic percentages
– Opaque data practices

Here’s the latest in consumer trust, brand loyalty, and technology company responsibility, including actual metrics on platform safety and content moderation – the current state of trust, technology company responsibility, and consumer guidance for 2025.

Trust in Tech v1, Barometer

State of Trust in Technology: 2025 Level: Crisis
The 2025 Edelman Trust Barometer reveals a profound crisis of grievance affecting technology companies:
– Trust in AI is at an inflection point, with massive regional differences: 72% trust in China vs. only 32% in the U.S.  
– Trust in technology companies has declined from 73% to 63% over the past decade in America 
– 61% of people globally hold moderate to high grievances against business and government 
– 40% approve of “hostile activism” to drive change, including spreading disinformation and threatening violence 

Consumer Digital Trust Trends
The 2025 Consumer Digital Trust Index shows universal decline in trust for digital services across 13 sectors, with no sector reaching above 50% approval for personal data trust 

Key privacy concerns:
– 92% of Americans are concerned about their privacy when using the Internet 
– 19% of consumers have been informed their personal data was compromised in the past year 
– 75% of consumers will not purchase from organizations they don’t trust with their personal data 

Platform Safety – Irresponsible Actors
X/Twitter: A Case Study in Platform Degradation
Bot Traffic and Propaganda:
– Bots now account for over 50% of global internet traffic, with 75.85% of Super Bowl traffic on Twitter being fake 
– Automated bot traffic surpassed human-generated traffic for the first time in 2024, constituting 51% of all web traffic 
– AI-powered bot armies spread pro-Trump and pro-GOP propaganda on X, using large language models to pose as real people 

Content Moderation Rollback:
– X shifted to user-driven content moderation after Elon Musk’s acquisition, disbanding Twitter’s Trust and Safety Council and gutting internal moderators 
– USC research finds hate speech and bots still thriving on X despite claimed improvements 

Social Media Platform Safety Overview
The 2024 US election marked a shift where major platforms (X, Meta, YouTube, TikTok) moved from internal moderation teams to user-flagged content moderation  

Better Performers:
– Bluesky took down 66,308 accounts manually and 35,842 via automation in 2024, with comprehensive moderation reporting 
– Snapchat and Pinterest have distanced themselves from community-based moderation, maintaining internal oversight 

Google Gemini Safety Issues: AI Safety Controversies
Government Pressure:
– 60 UK lawmakers accused Google of breaking AI safety pledges by releasing Gemini 2.5 Pro without proper safety testing or documentation  
– Google failed to provide safety reports for Gemini 2.5 Pro despite commitments to the US government and international summits 

Safety Performance:
– Common Sense Media rated both Gemini’s “Under 13” and “Teen Experience” tiers as “High Risk” for children 
– In 2024, Google admitted Gemini showed “bias” after generating racially diverse Nazi soldiers and other historically inaccurate images  

Trust-Based Buying Guide for 2025
Most Trustworthy Technology Categories Based on safety, privacy, and responsible practices:

Tier 1: High Trust
Traditional Cloud Infrastructure (AWS, Microsoft Azure, Google Cloud business services)
– Strong enterprise security standards
– Regulatory compliance frameworks
– Clear accountability structures
Apple Ecosystem
– Privacy-by-design approach
– On-device processing for AI
– Clear data policies

Tier 2: Moderate Trust with Caution
Microsoft AI Services
– Comprehensive responsible AI framework with fairness, privacy, and accountability principles  
– Regular responsible AI reporting
– But requires careful configuration
Enterprise AI Solutions (IBM Watson, etc.)
– Strong AI ethics boards and governance frameworks 
– Focus on transparency and explainability

Tier 3: High Risk – Use with Extreme Caution
X/Twitter
– Massive bot infiltration
– Reduced content moderation
– Propaganda platform risks
Google Gemini AI
– Safety testing gaps
– Bias issues
– Regulatory violations
TikTok and Chinese-Owned Platforms
– Data sovereignty concerns
– Limited transparency

Privacy-First Alternatives
Search Engines:
– DuckDuckGo, Brave Search
– Focus on no tracking

Social Media:
– Bluesky (strong moderation)
– Mastodon (decentralized)
– Signal (messaging)

AI Tools:
– Local AI models when possible
– Open-source alternatives
– European-based AI services under GDPR

Red Flags to Avoid
1. Platforms with reduced moderation since 2022
1. AI services without published safety reports
1. Companies failing to meet international AI safety commitments
1. Services with opaque data handling practices
1. Platforms showing high bot traffic percentages

Due Diligence: Before using any technology service:
– Check Recent Safety Reports – Look for published transparency reports
– Review Data Policies – Ensure clear consent and data portability
– Assess Moderation Standards – Verify active content oversight
– Evaluate Bot Detection – Look for anti-automation measures
– Consider Geographic Jurisdiction – Understand applicable privacy laws


Trust has become the primary differentiating factor in technology choices.

The modern landscape is changing fast and demands consumers actively evaluate technology providers based on demonstrated responsibility rather than just functionality or convenience.

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