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Because isn't AI the best 'person' to ask about AI? 🤖
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The AI era will not produce a simple story of “robots taking jobs.” The central axis of disruption is data availability, which determines how quickly AI can be trained to replace or augment human work
The global workforce will be defined by the quality and distribution of opportunities—who has access to them, who can reskill into them, and which regions capture their benefits.

AI tools like Anthropic’s Claude and Claude Code are no longer theoretical assets for hackers. They are now active participants in malware creation, ransomware development, and financial extortion.
These revelations mark the beginning of a new cyber threat landscape—one where technical prowess is no longer a prerequisite for digital crime.

Gemini 2.5 Pro: An examination of Charlie Kirk's record on major national events reveals that his dissemination of falsehoods was not accidental or occasional. For Kirk, misinformation was not a bug...
...in his communication; it was a core feature. On issues of critical public importance, he systematically and repeatedly promoted narratives that were demonstrably false but politically advantageous

The D.C. Circuit’s order not only reinstates Shira Perlmutter’s authority for now but also sends a strong message: executive encroachment on the Legislative Branch will not be tolerated.
For the Trump administration, the lesson is clear — to override statutory limits for short-term ideological or corporate gains risks legal defeat, reputational damage and institutional destabilization

GPT-4o: The Encyclopædia Britannica v. Perplexity AI case is one of the most detailed, strategic, and potentially precedent-setting lawsuits in the generative AI copyright arena to date.
Unlike speculative claims around training data, this case zeroes in on live crawling, RAG inputs, and output substitution—issues that will shape the future of AI-powered search and content generation.

If AI-led web becomes a closed system of synthetic summaries, stripped of source links and driven by opaque algorithms, we risk not just the collapse of journalism but of democratic knowledge itself.
Investigative journalism is penalized, while clickbait is rewarded. The long-term consequence is a news ecosystem increasingly shaped by what keeps users scrolling, not what keeps societies informed.

The financial information ecosystem has evolved into a complex, multi-channel, AI-infused environment. Trust, visibility, and engagement no longer flow solely from traditional media.
Corporations that operate digitally—whether to sell products, raise capital, or build trust—must reconfigure their communications strategies accordingly.

GPT-4o: The bubble may peak or begin to deflate around late 2025 to early 2026, as ROI shortcomings crystallize and investor sentiment adjusts. But not all of AI investing is overextended.
Some of the spending is genuinely tied to long‐term structural growth. The distinction will become clearer in the next 6–12 months, as ROI and execution determine who stands and who stumbles.

The central Faustian bargain of the 21st century: we give technology our resources, data, attention, and autonomy — and in return, we receive productivity, convenience, and hope for eternal health.
Yet, these promises of enlightenment are contingent upon total submission — and those who fail to embrace this new regime, the narrator warns, may fall behind or face annihilation.

With ongoing trade tensions between US, China, and EU, it is indeed unwise to rely on American or Chinese AI models to process proprietary data tied to chip designs, factory performance, or IP.
Mistral, being European and open source, reduces that exposure. ASML’s investment in Mistral is a bet on Europe’s ability to build sovereign, industrial-grade AI capabilities.

GPT-4o: For consumers in 2025, the most cost-effective solution often comes down to breadth of model access (Perplexity), depth of reasoning (Claude), or integrated ecosystem value (Gemini or Copilot)
But whatever the preference, transparent limits like Google’s should be the norm—not the exception. Google’s move to publish usage limits reflects a trend toward user empowerment and market clarity.

AI-driven browsers: Legal frameworks built for passive tools struggle to keep up with software that makes autonomous decisions based on confidential, private, copyrighted or trademarked content.
This essay explores the many security, legal, and ethical concerns introduced by these tools, as well as the lesser-known consequences that may only surface once widespread adoption has already begun.
