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Came across this podcast the other day. It was an interesting listen. They do talk about how the concern over water contamination or over use is a myth / FUD as most modern data centers recycle the water they use for cooling in a closed loop system.

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Gemini summary:

This episode of The Ezra Klein Show features journalist Jasmine Sun discussing the growing bipartisan backlash against AI data centers across the United States.

Key Takeaways:

- The Nature of the Backlash: The opposition is driven by three main factors: process (frustration with secretive non-disclosure agreements), direct impact (concerns over land use, aesthetics, noise, and massive energy/water consumption), and broader skepticism of AI as an elite political project (0:05:55-0:06:30, 0:23:14-0:23:25).

- Local vs. Tech Interests: Many communities fear these projects are "bubbles" that could leave them with stranded industrial assets if the AI industry shifts, citing past negative experiences like the Foxconn project in Wisconsin (0:14:16-0:15:51).

- The "Pro-AI" Absence: Unlike other industrial developments (like solar farms or auto plants), there is a lack of a clear, compelling "pro-constituency" among the public for these facilities, making them easier targets for local resistance (0:21:49-0:22:15).

- Silicon Valley's Realization: Sun notes that the tech industry is finally beginning to recognize that they face "relational" and political hurdles that cannot be solved by simply outspending opponents or relying on technological optimism (1:12:52-1:14:40).

- Sun argues that this conflict imposes a necessary realism on the tech sector, forcing them to engage with the messy, democratic realities of the physical world rather than just their own digital narratives (1:12:52-1:13:33).


AI fact check of Stout's posts:

Mixed — some real, well-documented facts buried in an explanation that's mostly wrong or unsubstantiated.

What's actually true:

Indian Americans, overwhelmingly from Gujarat, do dominate this industry — estimates put it at roughly 40-50% of US convenience stores/gas stations and around half of US motels. That's real and well documented.

Where Stout is wrong or unsupported:

- The mechanism is misdescribed. SBA 8(a) is a federal contracting certification program (helps businesses win set-aside government contracts), not a "0% down vs. 10% down" loan program. The actual low-down-payment SBA loans (7(a), 504) work the same way for every applicant regardless of race — there's no race-based down payment tier. That specific claim doesn't check out.

- The "Trump's SBA changed it framing gets the timeline backwards. The automatic racial presumption of "social disadvantage" for groups like Subcontinent Asian Americans existed since 1986. A federal court (Ultima Services Corp. v. USDA/SBA) ruled it unconstitutional in **July 2023**, and SBA stopped applying it then. The current SBA under Trump has been formally rewriting the regulations since 2025-2026 to make that race-neutral standard permanent — so crediting Trump's SBA with originating the change isn't accurate, though his administration is finishing the job.

- The fraud/nepotism allegation is unsubstantiated. Splitting ownership among family members to buy multiple stores isn't inherently loan fraud — it's how most small family businesses scale, Indian-owned or not. Stout offers no evidence of actual fraudulent loan applications, straw buyers, or SBA enforcement actions; it's an assertion, not a documented pattern.

The actual, well-researched explanation for Indian/Gujarati dominance in this sector: chain migration starting in the 1970s-80s, family labor (unpaid relatives cutting labor costs), tight community and trade-association networks, low barriers to entry (no degree/credentials needed, useful for immigrants whose foreign credentials weren't recognized), and reinvestment of profits into more locations. None of that requires — or is evidence of — loan program abuse.
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I quoted directly from the school district retard you don't have a functioning brain as you can't interpret what the AI is telling you

And the AI took that and then everything else it could find on the internet and debunked that post point by point and you have a hard time accepting that. That's fine.
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one that references Reddit and other social media sources? ooof

In addition to everything it has access to online versus regurgitating Politard MAGA hack talking points...oooh solar bad, fossil fuels good. frick off.
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Just because you can regurgitate and copy/paste an AI breakdown doesn’t mean you know what you’re talking about

The other upgrades done contributed far more to the cost savings than the solar. The original tweet and thread only credited solar

Propaganda

Let's just say I trust the AI more than some anonymous rando on an online internet forum. At least the AI backs up its answers with sources.
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This happened over 4 years ago and has been proven those calculations were false. The best they could come up with was an 800k surplus over 3 years and that was also highly debated as probably being much lower. Even reddit idiots questioned if all this was 100% true which it turned out to not be.

If It's that successful you would think everyone would be going to solar instalation by now.


Grok's fact check of your post:

The skeptical response is partially based on real online debates but overstates them into a full debunking that doesn't hold up. No official audit, retraction, or proof has "proven the calculations false," and the core story from the district and independent sources remains intact.

Here's a clear breakdown:

Timeline and "over 4 years ago"

The project launched around 2017–2019 (solar array plus efficiency upgrades). The main reporting came in 2020 from the Energy News Network. The story has been recirculated recently (including 2025–2026 articles), and benefits like teacher pay improvements and ongoing energy savings continue. It's not ancient history that's been quietly disproven.

The $1.8M surplus claim

This comes directly from the district and the original 2020 reporting:
- Pre-project: ~$250,000 annual budget deficit and >$600,000 yearly utility bills.
- Post-project (solar + LED lighting, insulation, HVAC/windows upgrades, water efficiency): Reduced energy use by 1.6 million kWh/year. Utilities dropped sharply (some quotes note monthly bills falling dramatically).
- Result: Turned the deficit into a $1.8 million surplus within three years (cumulative turnaround, explicitly including "other strategic cost reductions" beyond just solar). - canarymedia.com

The $1.8M figure is repeated consistently by the district's partners (Generation 180), superintendent Michael Hester, and outlets like CBS News. Long-term projection: net savings >$4 million over 20 years. - generation180.org

No official source (district financials, audits, or updates through 2025) has revised this downward to "$800k" or lower. The ~700–800k number appears to originate from a 2021 Reddit thread in r/theydidthemath, where one user tried reverse-engineering the math and got a lower figure—likely by:
- Assuming solar alone (it wasn't; efficiency measures contributed significantly).
- Ignoring cumulative effects (avoided deficits + selling excess power later).
- Not factoring the full accounting of the bond-financed project. - reddit.com

Online comments (Reddit, Facebook, YouTube, LinkedIn) have debated the math since ~2021, with some calling it exaggerated or impossible at face value. But this is user speculation, not "proof" or an official finding. The district and superintendent have stood by the numbers in interviews as recently as 2023 (e.g., Harvard Graduate School of Education podcast confirming substantial salary base increases).

Teacher raises

Original accurate reporting (2020): Raises averaging $2,000–$3,000/year, up to $9,000 for some long-time staff—enough to make Batesville the highest-paying district in its county and improve retention. -generation180.org

Viral versions (including some recent posts) inflated this to "$15,000 raises for every teacher." The superintendent later confirmed a ~$10,000 base salary increase over four years (from ~$31k to $41k). Some bonuses or larger bumps occurred, but the $15k "every teacher" claim is an exaggeration that fueled skepticism. The raises were real and tied to the savings.

"Reddit questioned it and it turned out not to be 100% true"

Yes, Reddit threads (r/theydidthemath, r/UpliftingNews, etc.) and comment sections did question the viral math—especially when posts omitted efficiency upgrades, the bond financing (~$5.4M upfront cost), or the multi-year cumulative nature. Some users called parts "half-truths." - youtube.com

However, it did not "turn out" to be fabricated. The district's own site, Generation 180, Entegrity (the energy auditor), and the superintendent have consistently affirmed the outcomes. No investigation, audit exposure, or district correction has emerged in 6+ years of coverage. The "not 100% true" part applies mainly to overhyped social media versions (solar-only magic, instant massive raises for all), not the underlying project success.

"If it's that successful, everyone would be doing solar by now"

This is a common gotcha, but adoption has grown substantially:
- U.S. school solar capacity has surged (thousands of districts now have it, often via no-upfront-cost power purchase agreements).
- Batesville inspired at least 20 nearby districts.
- Barriers explain why it's not universal: upfront capital (Batesville used a bond; many states now enable easier financing), local electricity rates, pre-2019 regulations in Arkansas, awareness, and varying incentives. Success stories like this are precisely why more schools are moving to solar today.

Bottom line

The original tweet's claims are substantially accurate per the district, energy auditors, and multiple independent reports—solar + efficiency upgrades delivered real savings that funded teacher raises and flipped the budget. The skeptic's response amplifies legitimate online math skepticism (mostly from 2021 Reddit/Facebook comments) but falsely presents it as an official debunking with a proven lower "$800k" figure. No such proof exists. Viral exaggerations made it an easy target, but the project's success checks out and continues to be cited positively years later.
Typical OT. Focusing on semantics regarding trades vs. engineering, while completely ignoring the cool story about a SE Houston baw who never learned a lick of code in his life, but somehow used Claude Code to build a brand new piece of software in 8 weeks (that actually solves an industry pain point) that he’s now planning to sell.