DataRepublican (small r) – Telegram
DataRepublican (small r)
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Crunching fedgov spending, election data, maps, code, more. Elon Musk - "Worth following". Charlie Kirk - "You're a must follow".
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Not sure who cares, but I spent a decent chunk of today running ChatGPT 5 through its paces.

Takeaways:

1. Had a lot of timeouts / glitches.

2. Context handling feels intentional. In long threads, it often skipped over "middle" context in favor of speed. But when I explicitly reminded it of those details, it switched gears and dug in with deeper reasoning.

3. Big jump from GPT-4o, but only if you prompt well. Performance gains are obvious, but also far more sensitive to sloppy prompting. Lazy prompts get lazy answers.

4. The arms race is real. Grok 4.0 is excellent, but GPT 5's Deep Research mode, when paired with careful prompt engineering, has been the strongest LLM performance I've seen so far.

5. Pricing is a little confusing on gpt-5-mini. $0.25 for 1MM tokens in input is amazing. But $2.00 on output is quite pricey.
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Hello "Pastor" Talarico,

You've certainly made a name for yourself; the same Pastor James Talarico who told Texans there are "at least six sexes," who frequently invokes Jesus as a political prop (once suggesting voting for Trump meant we had "forgotten Jesus"), and who is allegedly a rising star in the Democratic Party.

You also have deep ties to Powered By People, the group under investigation for aiding Democrats in fleeing Texas. They have been one of your top donors historically, plus your current Chief of Staff was one of their directors.

So forgive me if I see your “Come and take it” as pure grandstanding. Your claim that "the seat doesn't belong to ... me" may be truer than you realize, because there’s a real chance it won't belong to you much longer. Because if @KenPaxtonTX’s investigations bear fruit, the only seat you may hold could be behind bars.
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You are literally on a month-plus-long recess
🚨What if House seats were based on citizens, not residents?

Using 2023 Census data and the Huntington–Hill method, here's how congressional representation would shift if we counted only U.S. citizens 🇺🇸 (not all residents):

📈 Gains:
Arizona : +1
Idaho: +1
Michigan: +1
Ohio : +1
Tennessee: +1
Utah : +1

📉 Losses:
California: -4
Illinois: -1
New York: -1

My take for the Trump administration: If you're aiming to represent voters, it makes more sense to count citizens only, not just exclude undocumented immigrants (which would still count legal non-citizens who also can't vote).
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This is institutional gaslighting in action. My mother shared her own experience of the military being vilified in the 1970s, only to be told it was "exaggerated." The New York Times article held up as proof that veterans weren’t spat on actually had 220 first-hand accounts, but dismissed all 220 as mythical.

And yet, this is the same newspaper that uncritically amplified a secondhand claim by a family being traumatized by an "OK" hand gesture.
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https://news.1rj.ru/str/DataRepublicanofficial
This is institutional gaslighting in action. My mother shared her own experience of the military being vilified in the 1970s, only to be told it was "exaggerated." The New York Times article held up as proof that veterans weren’t spat on actually had 220 first-hand accounts, but dismissed all 220 as mythical.

And yet, this is the same newspaper that uncritically amplified a secondhand claim by a family being traumatized by an "OK" hand gesture.
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