Independent Journalist/Researcher #patriot #christian #conservative
Houston, TX
Joined August 2007
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MadScientist retweeted
The Pipeline: an assessment of National Security Action. Its roster staffed an administration. It ran ads, lobbies Congress, and won’t say who runs it.
MadScientist retweeted
Bradford is the ex-CIA officer who helped me analyze the @DataRepublican drop, worth reading, and probably a follow. Thinks USAID were a bunch of hippie clowns though he was more polite about it. – at Oregon, USA
MadScientist retweeted
This is f*cking wild. Someone asked Anthropic CEO Dario Amodei what a kid finishing high school should do right now. He didn't sugarcoat it:
"AI can do entry-level law work. It can do entry-level finance. It can do entry-level consulting.
AI will also eliminate jobs, and probably a large number of them"
In 42 seconds, he lists the first careers in the line of fire: junior law, junior finance, junior consulting
He's already put a number on it: half of entry-level white-collar jobs disrupted within 1 to 5 years
Every shift before this one, from farms to factories to the internet, gave people time to catch up. This one, he says, cuts deeper and moves faster
Chatting → Prompting → Agents → Harness → Loops → You Run the AI
His advice is simple: learn to use AI. But using it is now the bare minimum. What sets you apart is a harness that runs it for you
Bookmark this before your feed buries it
Every repo below costs nothing:
Ready-made Claude plugins for legal, finance, sales, HR and data
github.com/anthropics/knowle…
Analyst-grade agents: models, memos, research notes
github.com/anthropics/financ…
Skills for Excel, Word, PowerPoint and PDF
github.com/anthropics/skills
An agent that does financial research on its own
github.com/virattt/dexter
An agent that researches any topic in depth
github.com/assafelovic/gpt-r…
Ask your spreadsheets and databases questions in plain English
github.com/sinaptik-ai/panda…
Agents that work as a team, each with its own role
github.com/crewAIInc/crewAI
A harness with everything built in
github.com/langchain-ai/deep…
Anthropic's SDK for building your own agents
github.com/anthropics/claude…
A memory layer so your agents remember context
github.com/mem0ai/mem0
A loop that keeps the agent going until the job is done
github.com/snarktank/ralph
An agent that clicks through websites and fills forms for you
github.com/browser-use/brows…
Automate busywork with drag-and-drop workflows
github.com/n8n-io/n8n
18 free lessons on building agents
github.com/microsoft/ai-agen…
Total cost: $0
It won't be AI that takes your seat. It'll be someone who built a harness
95% will keep sending résumés for work AI already does, the 5% with a harness will be the ones managing it
Save it and forward it to anyone starting their first job
Then follow the guide below and build your harness while everyone else is still waiting ↓
MadScientist retweeted
We are about to wipe out the jobs for our children and give them instead to computers so the tech oligarchs can become trillionaires.
This is f*cking wild. Someone asked Anthropic CEO Dario Amodei what a kid finishing high school should do right now. He didn't sugarcoat it:
"AI can do entry-level law work. It can do entry-level finance. It can do entry-level consulting.
AI will also eliminate jobs, and probably a large number of them"
In 42 seconds, he lists the first careers in the line of fire: junior law, junior finance, junior consulting
He's already put a number on it: half of entry-level white-collar jobs disrupted within 1 to 5 years
Every shift before this one, from farms to factories to the internet, gave people time to catch up. This one, he says, cuts deeper and moves faster
Chatting → Prompting → Agents → Harness → Loops → You Run the AI
His advice is simple: learn to use AI. But using it is now the bare minimum. What sets you apart is a harness that runs it for you
Bookmark this before your feed buries it
Every repo below costs nothing:
Ready-made Claude plugins for legal, finance, sales, HR and data
github.com/anthropics/knowle…
Analyst-grade agents: models, memos, research notes
github.com/anthropics/financ…
Skills for Excel, Word, PowerPoint and PDF
github.com/anthropics/skills
An agent that does financial research on its own
github.com/virattt/dexter
An agent that researches any topic in depth
github.com/assafelovic/gpt-r…
Ask your spreadsheets and databases questions in plain English
github.com/sinaptik-ai/panda…
Agents that work as a team, each with its own role
github.com/crewAIInc/crewAI
A harness with everything built in
github.com/langchain-ai/deep…
Anthropic's SDK for building your own agents
github.com/anthropics/claude…
A memory layer so your agents remember context
github.com/mem0ai/mem0
A loop that keeps the agent going until the job is done
github.com/snarktank/ralph
An agent that clicks through websites and fills forms for you
github.com/browser-use/brows…
Automate busywork with drag-and-drop workflows
github.com/n8n-io/n8n
18 free lessons on building agents
github.com/microsoft/ai-agen…
Total cost: $0
It won't be AI that takes your seat. It'll be someone who built a harness
95% will keep sending résumés for work AI already does, the 5% with a harness will be the ones managing it
Save it and forward it to anyone starting their first job
Then follow the guide below and build your harness while everyone else is still waiting ↓
MadScientist retweeted
.
TEXAS: THE 15% GAP, COUNTY BY COUNTY
The 15% gap held across the Senate map. Here’s Texas, all 254 counties. 97% of counties fell within range: 246 of the 254.
Below the formula: Starr, Zapata, Maverick, Webb, Hidalgo, Cameron, Duval, Jim Hogg. Border counties along the Rio Grande.
What the formula tells us: If a county is below the formula, the proportion of Democrats to Republicans who voted 🗳️ in that specific county was higher than in 2024. If it’s above the formula, the proportion of Republicans to Democrats was higher than in 2024.
Why this matters:
This isn’t a statewide average hiding the normal county-to-county variation underneath. The same 15% shows up in counties with dozens of voters and counties with more than a million. The few that break from it break in predictable directions.
One rule works at the state level and the county level. That’s not what scattered voter decisions usually look like.
MadScientist retweeted
In Galveston County official results show Ken Paxton beat the freak. Many Texans are now looking to Govt Abbott & LTG Dan Patrick to hear them & do a statewide audit - not a risk limiting audit that only counts a fraction of the votes but a real 100 percent audit that includes the cast vote records and verification of citizenship. If the leaders still in power do not do the right thing, if they ignore what is blatantly obvious & once again bury the fraud, then are we to understand that they have been bought off? Why else would you cower when your entire state & the Republic is at stake?
Nothing like watching a loser get triggered 😭 😭 😭
Verified Galveston County results (U.S. Senate, Nov. 3, 2026):
- Ken Paxton (R): 52.0% — 69,943 votes
- James Talarico (D): 46.1% — 62,051 votes
- Ted Brown (L): 1.9% — 2,561 votes
- Total votes: ~134,598
- Precincts reporting: 100% results.enr.clarityelections…
These figures are consistent across official-style county election night reporting (Clarity ENR), Texas Secretary of State unofficial returns, local coverage (Galveston-area reporting), and aggregators. Galveston voted Republican at the top of the ticket while the statewide result went the other way (Talarico ~55%, Paxton ~43%). texpolls.com/counties/galves…
Results remain in the standard post-election canvass process (unofficial → official certification). No public reports indicate DOJ involvement or special pre-verification of these specific county tallies. The numbers match across independent sources.
Go kick rocks 🪨
MadScientist retweeted
Ossoff, Talarico, and Cooper would have won even if none of their voters showed up on election day.
MadScientist retweeted
Get this treasonous corrupt scumbag, Susie Wiles, entirely out of the White House!! And investigate her.
@realDonaldTrump @POTUS @RapidResponse47 @StephenM @SecKennedy @DOJRR47
MadScientist retweeted
‘Wiles had booked an offsite at Camp David for Saturday, a day when Trump would be in Florida, the source said. The invitation list included White House officials and aides loyal to her.
The purpose was supposedly to work out how she would survive the week and stay in power, two sources told the Daily Mail. The trip was delayed and is now canceled.
Her other project this week was scapegoating Defense Secretary Pete Hegseth, sources say.
Wiles's allies spent the days after Tuesday night's drubbing trying to make Hegseth the public reason Republicans lost so badly, blaming his role in leading the Iran war, which has spiked the cost of living, three sources told the Daily Mail.’
dailymail.com/news/article-1…
MadScientist retweeted
"Bringing back jobs to America." - Bull Shit.
I present to you: a list of every American headquartered company with over 5,000 employees in the country of India alone.
This list continues to grow rapidly every year.
MadScientist retweeted
They are going to dismantle the Republic, go after you Mr President with everything they have & everyone you love & they will go after everyone who believes in you. They will never let go of power. They have captured the election system. The blue wave was a lie & the vote patterns & numbers show it. You have been fighting all of America’s enemies, both foreign & domestic, who are working together. You have to fight your own party who are willing to cede power just to see you & your supporters destroyed. The question is if they will talk you out of doing anything about it - once again - or if you will stand for the truth & be bolder than ever before.
MadScientist retweeted
Wow, wow and wow again…
Frightening news for Texas…
Tony Seruga reports that the entire state of Texas has been captured by the cartels, and that they were given the option of “Lead or Gold” which explains why Texas will now be a Sanctuary State commencing January. This includes their newly elected Senator, James Talerico, who is also on the payroll of the Narco Cartels.
“Pretty much every Texas Democrat who won in the midterms is on the payroll of the cartels, from the governor to the lieutenant governor to the attorney general, Comptroller, Land Commissioner, Agriculture Commissioner, Railroad Commissioner, multiple seats on the Texas Supreme Court and Court of Criminal Appeals; they flipped the Texas House and even elected a U.S. Senator, etc.”
MadScientist retweeted
Martial law required
Wow, wow and wow again…
Frightening news for Texas…
Tony Seruga reports that the entire state of Texas has been captured by the cartels, and that they were given the option of “Lead or Gold” which explains why Texas will now be a Sanctuary State commencing January. This includes their newly elected Senator, James Talerico, who is also on the payroll of the Narco Cartels.
“Pretty much every Texas Democrat who won in the midterms is on the payroll of the cartels, from the governor to the lieutenant governor to the attorney general, Comptroller, Land Commissioner, Agriculture Commissioner, Railroad Commissioner, multiple seats on the Texas Supreme Court and Court of Criminal Appeals; they flipped the Texas House and even elected a U.S. Senator, etc.”
MadScientist retweeted
THE 15% BAND
Look at this chart.
59 races. Senate and governor.
States ordered from reddest to bluest in 2024.
The solid lines are 2024.
The dashed lines are 2026.
The shaded bands are what moved.
One formula fits all of it:
Republican 2026 = 0.85 × Trump 2024
Democrat 2026 = Harris 2024 + 0.15 × Trump 2024
For every 1,000 Trump points, 850 stayed Republican. 150 landed on the Democratic side.
The numbers:
Senate: Republicans kept ~85% of Trump’s share
Governor: ~86%
Variation explained: 88%
What makes it strange:
It didn’t matter how red the state was. Wyoming, Ohio, Illinois, Massachusetts: same 15% (p = 0.69). The Democratic gain was sized by Trump’s vote, not Harris’s. The Harris part is zero.
The 0.85 beat both standard election-swing models in every set of races.
Drop any single state and the multiplier stays between 0.846 and 0.853.
Why seats flipped:
At 0.85, any state where Trump got under about 58.5% falls below 50%. Texas, Kansas, Iowa, Ohio, South Carolina, North Carolina: all under that line. All flipped.
What this means:
Midterms are messy. This one isn’t. Two sets of races, different candidates, different campaigns, and the same 15% decrease almost everywhere.
A pattern this even demands answers at the ballot level: paper ballot hand counts, poll-book check-ins against votes counted, and voter files showing who actually turned out.
The numbers raise the question.
The ballots can answer it.
MadScientist retweeted
Algorithm cracked!
THE 15% BAND
Look at this chart.
59 races. Senate and governor.
States ordered from reddest to bluest in 2024.
The solid lines are 2024.
The dashed lines are 2026.
The shaded bands are what moved.
One formula fits all of it:
Republican 2026 = 0.85 × Trump 2024
Democrat 2026 = Harris 2024 + 0.15 × Trump 2024
For every 1,000 Trump points, 850 stayed Republican. 150 landed on the Democratic side.
The numbers:
Senate: Republicans kept ~85% of Trump’s share
Governor: ~86%
Variation explained: 88%
What makes it strange:
It didn’t matter how red the state was. Wyoming, Ohio, Illinois, Massachusetts: same 15% (p = 0.69). The Democratic gain was sized by Trump’s vote, not Harris’s. The Harris part is zero.
The 0.85 beat both standard election-swing models in every set of races.
Drop any single state and the multiplier stays between 0.846 and 0.853.
Why seats flipped:
At 0.85, any state where Trump got under about 58.5% falls below 50%. Texas, Kansas, Iowa, Ohio, South Carolina, North Carolina: all under that line. All flipped.
What this means:
Midterms are messy. This one isn’t. Two sets of races, different candidates, different campaigns, and the same 15% decrease almost everywhere.
A pattern this even demands answers at the ballot level: paper ballot hand counts, poll-book check-ins against votes counted, and voter files showing who actually turned out.
The numbers raise the question.
The ballots can answer it.
MadScientist retweeted
Minnesota… She’s coming for your guns.
In one of her first acts as governor-elect, Sen. @amyklobuchar affirmed that she will go after Minnesotans' firearms under the guise of "safety."
"The gun safety bill is going to get passed...it certainly should be one of our top priorities."
MadScientist retweeted
I worked as an election judge last Tuesday. This was my first time working an election, and I was shocked at how complicated the process is. While most people showed up with their TX driver's license and were registered to vote, a small but significant number of people required special attention... change in address, didn't show up in the system as registered, registered too late to vote, brought in a mail-in ballot and wanted to vote in person instead, brought an ID but not a Texas driver's license, paper got jammed in the ballot machine, didn't speak English... I was on the phone with HQ trying to sort these issues out all day long. Then the process to close the polls is incredibly complicated. Thankfully we had a trainer help us - it is not intuitive. I have new-found respect for the people who do this every election. It is hard work and long hours (5:30am start and I was lucky to get home at 10pm.)
MadScientist retweeted
This also means you have two months to get new permits through for any planned expansions…. Full speed ahead. Get as many done as possible.
♦️Terafab. But the incoming Governor also wanted the emails on Terafab - completely ignoring what the locals want. There WERE local Grimes County hearings and they flat out stated this was a generational opportunity for county.
♦️Negotiated Tax. Negotiated Tax isn’t NO Tax, it reflects that construction is underway and not finished. She also doesn’t understand how taxes are valued on construction and WHY there are negotiated payments during that period. A lithography machine can be 200 Million, but until it is producing product it is just an investment in the town. Without negotiated payments nothing would be built. They can codify that into tax law if they want - but Texas competes with the entire world for these jobs.
♦️SpaceXSI is using Union Electricians at Colossus. They are travelling from all over because Elon Musk pays better than anyone else. But all jobs shouldn’t *have* to be Union. Each contractor should be able to use their normal subs. Many of those will be Union. Maybe most. Expend energy to make sure that *some* Union workers is the standard on the bill.
♦️Furthermore, she still doesn’t understand that new super compute being built uses closed loop liquid cooling - and don’t use water. 20% of the legacy datacenters in Texas use evaporative cooling. The ones they never minded because it helped get packages to them overnight and they could dream of being influencers.
MadScientist retweeted
I want to give credit where it’s due. Erin Anderson at Texas Scorecard has been covering educator misconduct in Texas RELIGIOUSLY. Actual cases, investigations, and serious questions about accountability in our schools.
She’s been doing the work, and it deserves attention.
If you genuinely care about protecting children, I encourage you to follow her reporting. These kids deserve people who keep paying attention.
Fired CYPRESS CHRISTIAN SCHOOL coach Jared Barber is now in custody after three NEW charges were filed accusing him of sexually grooming an underage male CCS student who had moved to Georgia.
Barber was picked up Thursday in Louisiana on a fugitive warrant out of Georgia and is being transferred.
NEW charges include first-degree Cruelty to Children, punishable by 5-20 years in prison. DETAILS COMING…
Barber was indicted in August by a Georgia grand jury on three charges for sending the boy sexplicit messages but had not been arrested… texasscorecard.com/local/fir…
