Perplexity's Comet promised to tame email chaos. It drafted bland responses to critical messages and returned dead LinkedIn links. Not alone—AI agents keep failing basic tasks while investors cheer. Tests reveal systematic gaps between pitch and reality.
Enterprises report 74% positive AI returns while cutting training budgets 8%. The Wharton study reveals companies extracting productivity gains today by depleting tomorrow's capabilities—a business model that works until skills erode.
Support Drops for Online Content Restrictions as Americans Favor Free Speech
Americans are losing their appetite for content moderation. New data shows a marked shift in public sentiment, with fewer people supporting restrictions on both false and violent content online – even if that means accepting more unsavory material in their feeds.
A fresh Pew Research Center survey reveals that just 51% of Americans now back government restrictions on false information online, down from 55% in 2023. Support for tech companies playing content cop has also dipped, falling to 60% from 65% two years ago.
The change in attitudes toward violent content is even more dramatic. Public support for government intervention dropped eight percentage points since 2023, with only 52% now favoring restrictions. Tech companies faced an even steeper decline – just 58% of Americans want them policing violent content, compared to 71% two years ago.
Meta Dumps Fact-Checking as Policy Shifts
This shift comes at a crucial moment. Meta recently abandoned its fact-checking program, while former President Trump's January executive order aimed to curtail what he termed "federal censorship." Meanwhile, Congress debates the fate of Section 230, the law shielding social media companies from liability for user-posted content.
The partisan landscape tells an intriguing story. Democratic support for government restrictions on false information has plummeted from 70% to 58% since 2023. Republicans held steady around 43%, narrowing the partisan gap significantly.
Democrats Lead Surprising Retreat from Content Control
Democrats' enthusiasm for content moderation seems to track with who occupies the White House. Their support peaked during Biden's presidency but hit its lowest points under Trump in 2018 and 2025. Republican views remained more consistent, though their backing for restrictions dipped after Biden took office in 2021.
When it comes to tech companies' role, Democrats still strongly favor intervention – 73% want platforms to restrict false information. But that's down from 81% in 2023. Republicans remain split, with 47% supporting tech company restrictions.
Tech Companies Face Dwindling Trust
The most dramatic shift appears in attitudes toward violent content. Democratic support for tech company restrictions plunged from 83% to 65% since 2023. Government intervention faced similar skepticism, with Democratic support falling from 71% to 56%. A surprising 42% of Democrats now say protecting freedom of information matters more than blocking violent content.
Republicans show their own evolving views on violent content. They're evenly divided on government restrictions (48% in favor, 50% against). Support for tech company intervention dropped ten points since 2023, with 51% now backing platform-level restrictions.
These findings suggest Americans are recalibrating their views on the trade-off between content control and free expression. As social media platforms and lawmakers grapple with these issues, they face an increasingly skeptical public – one that seems increasingly willing to accept more controversial content in exchange for fewer restrictions on speech.
Why this matters:
The "content moderation pendulum" is swinging back toward free speech after years of pushing for more restrictions – and it's not just Republicans leading the charge
Americans are growing more willing to stomach unsavory content online rather than hand control to tech companies or the government, marking a significant shift in the post-2020 content moderation debate
Tech translator with German roots who fled to Silicon Valley chaos. Decodes startup noise from San Francisco. Launched implicator.ai to slice through AI's daily madness—crisp, clear, with Teutonic precision and sarcasm.
E-Mail: marcus@implicator.ai
GitHub isn't building the best AI coding agent—it's building the layer beneath all of them. Agent HQ bets enterprises value coordination over specialization. Platform strategies that extract value from ecosystem competition reshape markets more durably.
OpenAI commits $1.4T to infrastructure; Nvidia projects $500B in chip sales. Same day, same pitch: AI requires sovereign-scale capital. The tension: revenue is still catching up to the rhetoric, and someone will hold expensive capacity if demand falters.
OpenAI's restructure puts a $130B nonprofit in control of a $500B for-profit. Microsoft locked in 27% and access through 2032. But a year of regulatory review produced new numbers, not new transparency—and Microsoft's accounting gaps remain unaddressed.
Anthropic's $7B revenue run rate trails OpenAI's $13B, but the gap narrows when accounting for customer mix. New Excel integration and financial connectors target Wall Street as Microsoft embeds both AI providers—hedging infrastructure bets in an uncertain market.