Showing posts with label Perplexity. Show all posts
Showing posts with label Perplexity. Show all posts

Thursday, March 26, 2026

A Year Later: Team Trump's Drive from Democracy to Autocracy

Emperor Trump by Wolfgang Eckert from Pixabay 
"I alone can fix it."

Last year, in my article titled "Team Trump's Drive from Democracy to Autocracy: Are we there yet?" I explored these questions: 

  • Is our democracy weakening under the Trump administration's many efforts to undermine it? 
  • Could Trump actually reduce our democracy to an autocracy? 

I asked Perplexity AI to help me find the answers. Specifically, I gave Perplexity two assignments: 

1. List the specific stages through which a democracy moves towards an autocracy and fascism, then explain each stage. 

2. For each of the specific steps listed describe how the current executive branch is implementing this step.

Stages of Democratic Decline to Autocracy and Fascism  

Below are Perplexity's responses from one year ago. Included with each is Perplexity's new (updated) assessment of progress that Trump has made in the first year toward implementing this step and consolidating power. (Quotation marks denote direct responses from Perplexity.)

1. Normalization of Anti-Democratic Rhetoric -- Leaders exploit post-truth narratives and cultural conservatism to erode trust in institutions, often framing opponents as threats to national identity.

From last year: "The current administration has amplified divisive rhetoric, portraying political opponents as threats to national security and identity. This polarizing language undermines trust in democratic institutions and fosters a 'us vs. them' mentality."

Latest analysis: "Trump has repeatedly framed opponents, critics, and parts of the state as enemies, explicitly promising 'retribution' against perceived foes and casting his role as punishing those who 'betrayed' his movement. This matches the statement’s description of polarizing 'us vs. them' language that undermines democratic norms and paints opponents as existential threats to the nation."

2. Dismantling Checks and Balances - Judicial and legislative constraints on executive power are weakened, enabling centralized control. Media and civil society face censorship or repression.

From last year: "The administration has expanded presidential immunity, limiting the judiciary's ability to hold the president accountable for potentially illegal acts. This weakens legislative and judicial oversight, consolidating executive power. Congressional reluctance to act as a check further accelerates this erosion."

Latest analysis: "In 2024, the Supreme Court’s ruling in Trump v. United States created broad 'presumptive immunity' for presidents’ official acts and absolute immunity for a core set of them, substantially raising the bar for holding presidents criminally liable for abuses of official power. This legal shift effectively strengthens the presidency relative to the judiciary and Congress, and it aligns with the statement’s concern that 'expanded presidential immunity' weakens oversight and moves toward an executive above the law, even though Congress has not itself enacted these changes."

3. Exploiting Crises - Emergencies (e.g., pandemics, economic instability) are used to justify authoritarian measures, such as restricting civil liberties or suspending democratic norms.

From last year: "Emergencies like economic instability have been used to justify executive overreach, sidelining Congress and centralizing decision-making in the presidency."

Latest analysis: "Analyses over the past year describe the Trump administration pushing the outer limits of executive authority and benefiting from sympathetic Supreme Court 'shadow docket' decisions that allow contested actions to proceed while litigation drags on. This dynamic fits the pattern of leveraging legal ambiguity and ongoing 'crises' (for example, security, immigration, or economic pressures) to expand executive discretion and sideline effective congressional checks, although it has not yet amounted to formal suspension of elections or emergency rule."

4. Populist Mobilization - Mass movements coalesce around a charismatic leader promising to restore order, often through nationalist or anti-establishment rhetoric.

From last year: "The executive has cultivated mass support by framing itself as a defender of 'ordinary Americans' against elites, leveraging populist narratives to consolidate political loyalty."

Latest analysis: "Trump continues to mobilize a mass base through populist, anti‑elite rhetoric, presenting himself as the champion of 'ordinary Americans' against corrupt elites and the 'deep state.' His explicit governing focus on retribution—pressuring the Justice Department to investigate rivals, targeting critical law firms, and punishing civil servants who dissent—goes beyond normal partisan conflict and is consistent with the stage describing populist mobilization fused with the use of the state against perceived enemies."

5. Project 2025 and constitutional manipulation - Leaders amend or rewrite constitutions to consolidate power, bypassing democratic safeguards and enabling autocratic rule.

From last year: "Proposals like 'Project 2025' outline plans to restructure the federal government, concentrating power in the executive branch and bypassing traditional checks and balances."

Latest analysis: "Project 2025, developed by allied conservative groups, lays out a blueprint to put the entire executive branch—DOJ, FBI, independent agencies—under direct presidential control, grounded in a maximalist 'unitary executive' theory. Analysts warn that implementing this plan would gut traditional checks and balances by politicizing the civil service, subordinating independent regulators, and enabling more direct presidential control over law enforcement and federal funds, which aligns with the statement’s concern about 'restructuring' government to concentrate power in the executive, even though the Constitution itself has not yet been amended."

6. Oversight, dissent, and early authoritarian consolidation - Elections become controlled, dissent is criminalized, and opposition is suppressed, establishing autocratic governance.

From last year: "Efforts to weaken independent oversight bodies and suppress dissent through legal mechanisms reflect a move toward authoritarian governance."

Latest analysis: "Reporting on Trump’s second term describes efforts to use administrative tools and disciplinary measures to punish civil servants and other critics, such as EPA staff who opposed environmental rollbacks being placed on leave or pushed out. There are also documented efforts to pressure media and revoke licenses or government contracts for institutions seen as hostile, which reflects movement toward controlled information environments and legal harassment of dissent but still falls short of outright bans on opposition parties or fully controlled elections."

7. Fascist transformation? - Totalitarian control intensifies with hypermodern propaganda, mass mobilization, and violent suppression of dissent. Ideological indoctrination and radical societal transformation are enforced.

From last year: "While not fully realized, there are signs of ideological enforcement through propaganda and suppression of opposition narratives, setting the stage for more radical control."

Latest analysis: "The statement’s final stage—totalitarian control, systematic violent suppression of dissent, and comprehensive ideological indoctrination—has not been reached in the U.S. context. Elections still occur, opposition parties operate, and courts and civil society organizations (including groups like the ACLU) continue to challenge administration actions, even if under increasing strain. However, observers note that the combination of retribution rhetoric, plans like Project 2025, and expanded presidential immunity 'set the stage' for a more radical concentration of power if future crises or political decisions further weaken remaining checks, which is broadly consistent with the statement’s warning about preconditions for a more authoritarian turn."

So... Are we there yet? 


Perplexity summarized (somewhat optimistically?) as follows: "Trump’s rhetoric, legal environment, and policy agenda over the last year align with many early and mid‑stage patterns in that 'stages of democratic decline' framework, but the U.S. has not yet reached the final stages of full authoritarian consolidation or fascist transformation."

Conclusion

In "How democracies prevail: democratic resilience as a two-stage process" the authors tell us: "Ominously, we find that once autocratization begins, only one in five democracies manage to avert breakdown."

So what do you think? Given the analysis above, are we on our way to an autocratic takeover by a man who once said, "I alone can fix it?" 

Action Item: All those who would save our democracy must take steps to band together to amplify their individual voices and then locate and apply maximum pressure on all the available political levers of power. So do your own search for "Trump Resistance" to locate like-minded organizations and figure out how you can get involved. Nothing less than our democratic freedom is at stake.

---------------------------------

For links to lots of activist resources and organizations, see: 

Tuesday, July 29, 2025

Don't consume slop! Here's how to recognize and avoid AI generated content.

(Image created using DeepAI's image generator)

What is AI Slop?


Broadly speaking, those of us who create content for the web do so for one of two reasons: 1) We have something we think is worth sharing or 2) we need to create web pages that can be laced with ads to produce revenue.*  

From the advertisers point of view, all web pages are potentially places for ads. Advertisers don't necessarily care about the pages' content, so long as they attract plenty of viewers/readers to whom they can show ads.

In recent years AI authoring tools have become readily available to anyone. These tools can generate mountains of content in a matter of seconds. And all that content means plenty of places to plop ads in front of eyeballs. 

Unfortunately, much of this automated content is flat. While it may serve as a medium to carry ads, it is devoid of the type of personal perspective or passion that might animate a human writer. 

Now there's a name for this stuff: It's called AI slop. Wikipedia explains
"AI slop", often simply "slop", is a term for low-quality media, including writing and images, made using generative artificial intelligence technology, characterized by an inherent lack of effort, being generated at an overwhelming volume... (Read more here.)" 

When the Bots Melt Down: A Political Example


Rachel Maddow provided a YouTube example of automated bots (short for "robots") that are amplifying or even creating pro Trump content, though some of it is clearly contradictory. Check out her video "TRUMP BOT MELTDOWN..." 


How to Distinguish AI Slop from Human Writing


As Rachel Maddow made clear above, it's getting more and more difficult to distinguish AI generated videos from those created by humans. Here's an illustration:  


So how can we tell what's real and what's an AI created fake? I asked Perplexity (the "free AI-powered answer engine") this question: "How can I distinguish human written content from AI generated content?" It recommended that I look for differences in these characteristics of the writing itself:  
  • writing style and quality
  • depth, accuracy, and authenticity
  • emotional and narrative consistency
  • perplexity and burstiness
  • quickness and volume
Also, it said I could use these online tools to check the human authorship of a piece of writing: GPTZero, Originality.ai, Turnitin, Content at Scale’s AI Detector, and Writer.com’s AI Content Detector.

The bottom line: There are plenty of ways you can research that piece of content to determine if it was written by a bot! Try some of the above when you're in doubt.

Will AI Slop Result in Less Internet Use? 


If you're thinking that all this sounds like we're heading for a serious internet credibility crisis, you aren't alone. In her article AI Slop Might Finally Cure Our Internet Addiction, Emma Marris writes: 
"Many of the internet’s best resources for getting everyday answers are quickly being inundated with the dubious wisdom of AI. YouTube, long a destination for real people who know how to repair toilets, make omelets, or deliver engaging cultural criticism, is getting less human by the day: The newsletter Garbage Day reports that four of May’s top 10 YouTube channels were devoted to AI-generated content. Recently, the fastest-growing channel featured AI babies in dangerous situations, for some reason. Reddit is currently overrun with AI-generated posts. Even if you never use ChatGPT or other large language models directly, the rest of the internet is sodden with their output and with real people parroting their hallucinations."

So it's up to us!


If the above sounds a little "doom and gloomy" take heart! The one thing we can count on and ultimately leverage is human greed. The people publishing this AI dreck are in it for the money, you can be sure. So we need to 1) avoid their obviously bot-supported AI generated crap by not clicking on it and 2) call them out for puking it out at us by publicizing how lazy and exploitative their websites really are. By doing so we may be able to slow down the degeneration of our web by bots and keep the creations of humans alive and well. 

___________________________

Note: I create the stuff I publish here for reason number one. That is, I just want to share it. However, since Google hosts this website and all Blogger-powered websites at no charge to the publisher, they place ads here to help recover the costs of hosting. I have no control over these ads. They just show up, as Google sees fit!

Friday, March 7, 2025

Team Trump's Drive from Democracy to Autocracy: Are we there yet?

Emperor Trump by Wolfgang Eckert from Pixabay 
"I alone can fix it."


"Autocracy: a system of government by one person with absolute power."
(From Google’s English dictionary by Oxford Languages.) 

The Systemic Weakening of Our Democracy?

Is our democracy weakening? Given the many unilateral decrees by team Trump and his supporters many feel that he has moved much too fast to reduce or eliminate government agencies and the services they provide, trash relationships with our allies and cozy up to dictators who have traditionally been our enemies. He appears to be operating without the usual constraints that check presidential power. In short, he's behaving like an autocrat. So the central question emerges: Could Trump actually reduce our democracy to an autocracy?

To explore this question, I decided to use the AI assistant Perplexity to help me discover how democracies typically devolve into autocracies.

As context, consider this warning from one analysis: "Ominously, we find that once autocratization begins, only one in five democracies manage to avert breakdown." [1]  

So how will we know if we are actually moving towards autocracy and fascism? After all, autocratic rule doesn't appear overnight. And we can only prevent it from taking over if we are aware of how it gradually, insidiously, evolves and then disempower it before it becomes unstoppable.  

Enlisting the Help of Perplexity AI

I asked Perplexity AI to explore this problem. Perplexity AI is a conversational search engine that uses large language models to provide answers to user queries, offering features like real-time web search, transparent source citation, and the ability to toggle between different AI models for varied responses. Specifically, I gave Perplexity two assignments: 

1. List the specific stages through which a democracy moves towards an autocracy and fascism then explain each stage. 

(Note that Perplexity summarized the key differences between autocracy and fascism as follows: Autocracy focuses on centralized power, while fascism involves ideological radicalization, mass mobilization, and systemic coercion[4][6].)

2. For each step listed describe how the current executive branch is implementing this step.

Below are the seven specific stages that Perplexity provided. 

As you examine each of these stages, you might keep in mind news about Trump's latest decrees and ask yourself: Autocracy? Are we there yet?  

----------------------------------------------------------------

[Begin Perplexity AI response below: I simply cut and pasted it directly from Perplexity's answer.]

Stages of Democratic Decline to Autocracy and Fascism  

1. Normalization of Anti-Democratic Rhetoric 

  Leaders exploit post-truth narratives and cultural conservatism to erode trust in institutions, often framing opponents as threats to national identity[2][3].  

...............

The current administration has amplified divisive rhetoric, portraying political opponents as threats to national security and identity. This polarizing language undermines trust in democratic institutions and fosters a "us vs. them" mentality[a][e].

2. Dismantling Checks and Balances 

   Judicial and legislative constraints on executive power are weakened, enabling centralized control. Media and civil society face censorship or repression[2][3][5].  

.....

The administration has expanded presidential immunity, limiting the judiciary's ability to hold the president accountable for potentially illegal acts. This weakens legislative and judicial oversight, consolidating executive power[e][h]. Congressional reluctance to act as a check further accelerates this erosion[f].

3. Exploiting Crises

   Emergencies (e.g., pandemics, economic instability) are used to justify authoritarian measures, such as restricting civil liberties or suspending democratic norms[3][5].  

......

Emergencies like economic instability have been used to justify executive overreach, sidelining Congress and centralizing decision-making in the presidency[f][g].

4. Populist Mobilization 

   Mass movements coalesce around a charismatic leader promising to restore order, often through nationalist or anti-establishment rhetoric[3][4]. 

......

The executive has cultivated mass support by framing itself as a defender of "ordinary Americans" against elites, leveraging populist narratives to consolidate political loyalty[a][g]. 

5. Constitutional Manipulation  

   Leaders amend or rewrite constitutions to consolidate power, bypassing democratic safeguards and enabling autocratic rule[3][7].  

......

 Proposals like "Project 2025" outline plans to restructure the federal government, concentrating power in the executive branch and bypassing traditional checks and balances[g].

6. Authoritarian Consolidation 

   Elections become controlled, dissent is criminalized, and opposition is suppressed, establishing autocratic governance[3][7].  

......

 Efforts to weaken independent oversight bodies and suppress dissent through legal mechanisms reflect a move toward authoritarian governance[a][e].  

7. Fascist Transformation  

   Totalitarian control intensifies with hypermodern propaganda, mass mobilization, and violent suppression of dissent. Ideological indoctrination and radical societal transformation are enforced[4][6].  

.......

 While not fully realized, there are signs of ideological enforcement through propaganda and suppression of opposition narratives, setting the stage for more radical control[g].  

[End of cut and pasted response from Perplexity AI]

----------------------------------------------------------------

Conclusion

To reiterate: "Ominously, we find that once autocratization begins, only one in five democracies manage to avert breakdown." [1]  

So what do you think? Given the analysis above, are we on our way to an autocratic takeover by a man who once said, "I alone can fix it?" 

Action Item: All those who would save our democracy must take steps to band together to amplify their individual voices and then locate and apply maximum pressure on all the available political levers of power. So do your own search for "Trump Resistance" to locate like-minded organizations and figure out how you can get involved. Nothing less than our democratic freedom is at stake.

----------------------------------------------------------------

References

Citation List 1 (1-8):

[1] How democracies prevail: democratic resilience as a two-stage 

[2] How to Lose a Country: The 7 Steps from Democracy to Dictatorship 

[3] Democratic backsliding - Wikipedia 

[4] Kurt Weyland Distinguishes Between Fascism and Authoritarianism 

[5] When democracies autocratise 

[6] The Five Stages of Fascism

[7] Measurement Levels & Regime Typology - Democracy Matrix 

[8] Fourteen Steps to Fascism - The Tyee

Citation List 2 (a-h):

[a] Donald Trump and the Collapse of Checks and Balances /

[b] The Erosion of Our Checks and Balances - Senator Chuck Grassley 

[c] [PDF] Separations of Wealth: Inequality and the Erosion of Checks and ... 

[d] Inequality and the Erosion of Checks and Balanc" by Kate Andrias 

[e] Presidential Immunity’s Weakening Impact on U.S. Checks and Balances

[f] The Unconstrained Presidency: Checks and Balances Eroded Long ... 

[g] Project 2025 Would Destroy the U.S. System of Checks and Balances 

[h] Eroding Checks and Balances: The Immunity Decision