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phlorianm.bsky.social
@phlorianm.bsky.social
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phlorianm.bsky.social
What does an LLM think, who wrote @whitehouse-47.bsky.social's New National Security Strategy?

High likelihood of AI drafting (80%+) & human editing in large swaths of the document. Unter the assumption that incorrect facts are not AI hallucinations, unless Grok completely follows the party line...
Analysis Overview The PDF "2025-National-Security-Strategy.pdf.pdf" is the "National Security Strategy of the United States of America, November 2025," spanning about 65,000 characters, structured into chapters like Introduction, Wants, Means, and Strategy (Principles, Priorities, Regions). It exhibits stylistic uniformity with repetitive phrases ("America First," "President Trump's," "we want"), long sentences, and conservative rhetoric—typical of official strategy documents but featuring hallmarks like error-free text and high coherence suggestive of LLM assistance. No explicit author names; likely contributors include Trump Administration figures (e.g., advisors like Stephen Miller), evident from Trump-specific praise. Author Differences Paragraphs show minimal stylistic variations: rhetorically political sections (e.g., Trump praise) feel more personal/human with idiomatic turns ("suck us into conflicts"), while technical/regional parts (e.g., Asia economics) are precise and list-like—indicating 2–3 authors: a rhetorician (Trump-aligned) and policy experts. "President Trump's Necessary, Welcome Correction" (p. 2) and "Principles" (pp. 8–11) have dramatic, narrative flair ("new golden age," "President of Peace" with fictional 2025 peace deals), fitting a lead author. Regional sections vary in tone: aggressive in Western Hemisphere ("Trump Corollary," pp. 15–19), more reflective in Europe ("civilizational self-confidence," p. 25). ​ Under the assumption that fictional elements are deliberate exaggerations or falsehoods intentionally added or retained by human authors, LLM probability decreases across narrative and principles sections. Such insertions reflect purposeful political rhetoric typical of Trump-aligned drafters (e.g., hyperbole, like "new golden age"), not AI hallucinations, as humans would strategically embed them for messaging. Repetitive, generic lists remain high-LLM indicators due to uniform, low-variability structure (e.g., endless "we want" enumerations), likely AI-drafted for efficiency then human-edited. High LLM probability (>80%) persists only in formulaic, descriptive passages lacking creative flair: "What Do We Want Overall?" (pp. 3–5) with predictable prosperity/military lists; "Priorities" subpoints (pp. 11–15, e.g., migration, trade rebalancing) featuring neutral, bullet-like phrasing ("critical supply chains," "reindustrialization"). Narrative polemics ("How American Strategy Went Astray," p. 1; Trump corrections, p. 2) and principles (pp. 8–11) signal stronger human authorship, as intentional fictions align with rhetorical style over AI neutrality. Regional specifics (Asia economics, pp. 19–24; Europe, pp. 25–27) mix expert input with possible AI outlines, but human oversight is evident in tailored aggression.​ Table: "Section/Page","Likely Lead Author","LLM Probability (Revised)","Rationale" "Introduction (1–2)","Trump Rhetorician","Very Low (10%)","Polemical attacks + deliberate hyperbole" "Wants Overall (3–5)","Policy Team/LLM","High (85%)","Generic repetitive lists, AI-fill efficiency" "Strategy Principles (8–11)","Trump-aligned","Low (25%)","Intentional fictions" "Priorities Migration (11–12)","Policy Expert/LLM","High (85%)","Uniform anti-migration boilerplate" "Regions Asia (19–24)","Expert Group","Medium (60%)","Data-driven but structured; human tweaks likely" "Regions Europe/Mideast (25–27)","Rhetorician","Low (20%)","Cultural critiques with exaggerations"
December 8, 2025 at 11:56 PM
phlorianm.bsky.social
Any US-citizens wondering, how reading the Whitehouse’s position on our continent in their new National Security Strategy feels as a European?

Here you go…
December 6, 2025 at 6:21 PM
phlorianm.bsky.social
YouTube! Why are you showing me this video with badly translated AI-dubbing that I can’t turn off?

Same annoying behaviour on my TV as here in bluesky.

And while I’m at it, please give me the option to never see shorts. …and finally, teach your algorithm the difference between classical and jazz.
December 6, 2025 at 2:37 PM
phlorianm.bsky.social
Hier das Strategiepapier ihrer Spielchen - National Security Strategy der Trump Regierung

Trieft nur so vor illiberaler Demokratie, „great replacement“ und ähnlichem.

www.whitehouse.gov/wp-content/u...
Managing European relations with Russia will require significant U.S. diplomatic engagement, both to reestablish conditions of strategic stability across the Eurasian landmass, and to mitigate the risk of conflict between Russia and European states. The Trump Administration finds itself at odds with European officials who hold unrealistic expectations for the war perched in unstable minority governments, many of which trample on basic principles of democracy to suppress opposition. A large European majority wants peace, yet that desire is not translated into policy, in large measure because of those governments’ subversion of democratic processes. This is strategically important to the United States precisely because European states cannot reform themselves if they are trapped in political crisis.
December 5, 2025 at 2:40 PM
phlorianm.bsky.social
I wonder why Trump parked an aircraft carrier off the coast of Venezuela and now is talking up reasons to attack Nigeria. Or wanted Canada to become the 51st state of 🇺🇸.
Non-Middle-Eastern oil-rich countries he’s trying to bring to heel?

I bet for once Kazakhstan is happy to be so close to Russia.
Table of oil-rich countries containing among others Venezuela, Nigeria, Kazakhstan, Iraq, Canada ands the United States.
November 3, 2025 at 7:19 AM
phlorianm.bsky.social
Yoga studio underneath the sign for a few months now, no butcher anymore. Hopefully this sign will endure.
June 23, 2025 at 3:45 AM
phlorianm.bsky.social
Why do AI company logos look like buttholes?

I have a theory. Apples design guidelines for icons. Nowadays every company logo must work as an app icon.

velvetshark.com/ai-company-l...
April 12, 2025 at 5:09 PM
phlorianm.bsky.social
Shady Vance and a Teletubbie in Greenland in front of a snow clad mountain
March 29, 2025 at 5:50 PM
phlorianm.bsky.social
Include screenshots, please!
Because:
March 17, 2025 at 11:54 AM