Dean Frazier
553 posts

Dean Frazier
@DPFrazier
Technology, sports, politics | OG MAGA | PureBlood
Tham gia Nisan 2022
148 Đang theo dõi103 Người theo dõi

@RapidResponse47 @SecKennedy Not a fan of subsidies in general, but how about subsidies for healthy food? Encourage better eating habits.
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.@SecKennedy on the new Food Pyramid: "The prior guidelines were driven not by health interest, but by mercantile interest of the food industry, which had captured FDA... We've now flipped the Food Pyramid, and we are urging Americans to eat real food."
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@HenryDomke @pbeisel I was going to wait for AI5 before buying a Tesla, hoping to get unsupervised FSD with some future-proofing. But now should I wait for AI6 or AI7? Tesla may experience the Osborne effect with these frequent upgrades
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Why is Tesla planning to keep upgrading its AI chips so quickly? If AI4 is already very impressive and will soon be unsupervised, and AI5 should be close to ideal, how much real benefit will AI6, AI7, and AI8 bring on a yearly cycle? What new functions or capabilities are they targeting? Is Optimus the main reason for this continued rapid push in chip design?
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AI5 Is the Platform Chip
Tesla is nearing tape-out of its AI5 inference chip— meaning the design is being finalized and sent to the fab for production.
AI5 is expected to reach volume availability in early 2027, with initial silicon (engineering samples, early builds, etc.) arriving in 2026.
Tesla introduced HW4 (AI4) in January 2023. AI5 follows roughly four years later. However, Elon has hinted that AI6 and AI7 will move to an annual cadence, similar to how Apple iterates on its A-series processors.
That may sound ambitious, but it’s not unrealistic. AI5 isn’t just a straightforward evolution of AI4; it’s effectively the first chip in a new architectural family. It carries substantially more Tesla-designed IP and is purpose-built for Tesla’s long-term inference roadmap across FSD, Optimus, and data-center workloads. In other words, AI5 is a re-baseline for everything that follows.
AI5 is a full SoC, built around three major blocks: its neural cores (the heart of the design), its ARM CPU cores, and integrated memory. It’s also optimized for manufacturability (a half-reticle design) and exceptional performance per watt. While it draws more power than AI4 (roughly 200–250W) it delivers around an order of magnitude more throughput. Tesla stripped away anything that didn’t directly serve the inference stack; for instance, AI4’s ISP (image signal processor) is gone.
With AI5, Tesla is locking in the platform that will carry it through the next phase of inference needs— and that’s exactly why rapid follow-ons are expected.

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@SamaHoole Alternate pushing and pulling movements (chest press, pulldown, shoulder press, row) for multiple circuits. More time-efficient, while still allowing muscles to recover
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Should you do short or long rest periods for maximising hypertrophy?
It should be an easy decision.
Short rest (60-90 seconds):
- Incomplete recovery between sets
- Each subsequent set performed under fatigue
- Can't generate maximum tension
- Growth stimulus compromised
- High fatigue accumulation
Long rest (3-5 minutes):
- Complete recovery between sets
- Each set can reach true failure
- Maximum tension generated
- Better growth stimulus
- Less fatigue accumulation
"But short rest increases metabolic stress!"
Metabolic stress without mechanical tension doesn't build muscle.
You're chasing a side effect and missing the cause.
Rest long enough to perform your next set with maximum intensity.
Usually 3-5 minutes for compounds.
2-3 minutes for isolation.
Your ego prefers shorter rest because it looks impressive and leads to a bigger pump (which adds zero muscle).
Your muscles prefer longer rest because they can actually work.
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@TheKitchenPB @annabright108 @HaydenPatPB @PPAtour It's fun to watch everyone try to hit it through Anna Leigh over and over without success and then realize, "sh*t, I better hit it to Ben."
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Ben and Anna Leigh are the undisputed GOATs. But Hayden and Anna are knocking. And that door won’t last forever. 🚪
@annabright108 @HaydenPatPB @PPAtour
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@JonathanTurley Tariffs are an economic weapon. Just like kinetic weapons (i.e., missiles and bombs), the President should have the authority to use them in an emergency. But the President should have to go through Congress to declare an economic war, just like he has to for a kinetic war.
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@WarClandestine Without a filibuster, use the next year before the midterms to pass as much America First legislation as possible. Maybe the electorate will like it, and give Trump and the GOP Congress two more years to enact even more reforms
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I see a lot of spineless Trump supporters saying “we can’t get rid of the filibuster because the Dems will abuse it when they are in power”.
You fools don’t get it.
We are already in all-out irregular warfare. We are already under attack. The Dems have already weaponized every lever of government and the private sector against Trump and the American People. They already brainwashed the planet, flooded the country with illegals, released a man-made biological weapon, and are trying to overthrow Trump, AGAIN!
If the Dems gain control again, it doesn’t matter how nice we were to them. They will destroy us and our way of life regardless. This is already their mission even if we don’t get rid of the filibuster.
And if Trump succeeds in his mission of deporting the tens of millions of illegals, securing elections, draining the swamp, and arresting the traitors, the Dems will never win an election again.
Many don’t seem to grasp the magnitude of the situation. This is the final battle for the Republic. If we don’t win decisively here and now during Trump’s term, it’s over.
We must completely obliterate the Deep State, deport the Dems’ illegal voters, and safeguard future elections. Once this happens, the Dems will never win again, and we can begin rebuilding this nation.
Those of you afraid of what the Dems might do… where have you been the last 10 years? They already crossed every line. They already unleashed war upon us. We either win now, or we become a one-party Left-wing state, and the nation, and therefore the world, will be lost forever.

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@ElonClipsX If that's the primary argument to go multiplanetary, then the sense of urgency is totally lost. Stick with potential near-term existential threats like nuclear war and asteroids
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Elon Musk: Earth only has about 10% of its lifespan left before becoming uninhabitable.
“If Earth has been around for 4.5 billion years, which is what the fossil record suggests, then Earth only has about 10% more life in it before it gets so hot that life is impossible.
It's not about just landing on Mars and doing flags and footprints. It's about creating a self-sustaining city on Mars with the fundamental fork in the road of destiny being that Mars is sufficiently self-sustaining and can grow by itself. If the resupply ships from Earth stop coming for any reason, whether that is because civilization died with a bang or a whimper, but if the resupply ships are necessary for Mars to survive, then we have not created life insurance, we've not created life insurance for life collectively.
That's the key point in the future where destiny of life as we know it will forever be affected is when Mars becomes self-sustaining.”
Fox News interview with Jesse Watters, May 6, 2025
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@clownworld Take that $100K and train two Americans with the skills that the H1B position requires. Long-term, no more need for the H1B.
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@OwenGregorian What do software developers hate the most? Debugging someone else's code. And AI cements this into the development process. Glad I'm retired!
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Vibe coding has turned senior devs into ‘AI babysitters,’ but they say it’s worth it | Dominic-Madori Davis, TechCrunch
Carla Rover once spent 30 minutes sobbing after having to restart a project she vibe coded.
Rover has been in the industry for 15 years, mainly working as a web developer. She’s now building a startup, alongside her son, that creates custom machine learning models for marketplaces.
She called vibe coding a beautiful, endless cocktail napkin on which one can perpetually sketch ideas. But dealing with AI-generated code that one hopes to use in production can be “worse than babysitting,” she said, as these AI models can mess up work in ways that are hard to predict.
She had turned to AI coding in a need for speed with her startup, as is the promise of AI tools.
“Because I needed to be quick and impressive, I took a shortcut and did not scan those files after the automated review,” she said. “When I did do it manually, I found so much wrong. When I used a third-party tool, I found more. And I learned my lesson.”
She and her son wound up restarting their whole project — hence the tears. “I handed it off like the copilot was an employee,” she said. “It isn’t.”
Rover is like many experienced programmers turning to AI for coding help. But such programmers are also finding themselves acting like AI babysitters — rewriting and fact-checking the code the AI spits out.
A recent report by content delivery platform company Fastly found that at least 95% of the nearly 800 developers it surveyed said they spend extra time fixing AI-generated code, with the load of such verification falling most heavily on the shoulders of senior developers.
These experienced coders have discovered issues with AI-generated code ranging from hallucinating package names to deleting important information and security risks. Left unchecked, AI code can leave a product far more buggy than what humans would produce.
Working with AI-generated code has become such a problem that it’s given rise to a new corporate coding job known as “vibe code cleanup specialist.”
TechCrunch spoke to experienced coders about their time using AI-generated code about what they see as the future of vibe coding. Thoughts varied, but one thing remained certain: The technology still has a long way to go.
“Using a coding co-pilot is kind of like giving a coffee pot to a smart six-year-old and saying, ‘Please take this into the dining room and pour coffee for the family,’” Rover said.
Can they do it? Possibly. Could they fail? Definitely. And most likely, if they do fail, they aren’t going to tell you. “It doesn’t make the kid less clever,” she continued. “It just means you can’t delegate [a task] like that completely.”
“You’re absolutely right!”
Feridoon Malekzadeh also compared vibe coding to a child.
He’s worked in the industry for more than 20 years, holding various roles in product development, software, and design. He’s building his own startup and heavily using vibe-coding platform Lovable, he said. For fun, he also vibe codes apps like one that generates Gen Alpha slang for Boomers.
He likes that he’s able to work alone on projects, saving time and money, but agrees that vibe coding is not like hiring an intern or a junior coder. Instead, vibe coding is akin to “hiring your stubborn, insolent teenager to help you do something,” he told TechCrunch.
“You have to ask them 15 times to do something,” he said. “In the end, they do some of what you asked, some stuff you didn’t ask for, and they break a bunch of things along the way.”
Malekzadeh estimates he spends around 50% of his time writing requirements, 10% to 20% of his time on vibe coding, and 30% to 40% of his time on vibe fixing — remedying the bugs and “unnecessary script” created by AI-written code.
He also doesn’t think vibe coding is the best at systems thinking — the process of seeing how a complex problem could impact an overall result. AI-generated code, he said, tries to solve more surface-level problems.
“If you’re creating a feature that should be broadly available in your product, a good engineer would create that once and make it available everywhere that it’s needed,” Malekzadeh said. “Vibe coding will create something five different times, five different ways, if it’s needed in five different places. It leads to a lot of confusion, not only for the user, but for the model.”
Meanwhile, Rover finds that AI “runs into a wall” when data conflicts with what it was hard-coded to do. “It can offer misleading advice, leave out key elements that are vital, or insert itself into a thought pathway you’re developing,” she said.
She also found that rather than admit to making errors, it will manufacture results.
She shared another example with TechCrunch, where she questioned the results an AI model initially gave her. The model started to give a detailed explanation pretending it used the data she uploaded. Only when she called it out did the AI model confess.
“It freaked me out because it sounded like a toxic co-worker,” she said.
On top of this, there are the security concerns.
Austin Spires is the senior director of developer enablement at Fastly and has been coding since the early 2000s.
He’s found through his own experience — along with chatting with customers — that vibe code likes to build what is quick rather than what is “right.” This may introduce vulnerabilities to the code of the kind that very new programmers tend to make, he said.
“What often happens is the engineer needs to review the code, correct the agent, and tell the agent that they made a mistake,” Spires told TechCrunch. “This pattern is why we’ve seen the trope of ‘you’re absolutely right’ appear over social media.”
He’s referring to how AI models, like Anthropic Claude, tend to respond “you’re absolutely right” when called out on their mistakes.
Mike Arrowsmith, the chief technology officer at the IT management software company NinjaOne, has been in software engineering and security for around 20 years. He said that vibe coding is creating a new generation of IT and security blind spots to which young startups in particular are susceptible.
“Vibe coding often bypasses the rigorous review processes that are foundational to traditional coding and crucial to catching vulnerabilities,” he told TechCrunch.
NinjaOne, he said, counters this by encouraging “safe vibe coding,” where approved AI tools have access controls, along with mandatory peer review and, of course, security scanning.
The new normal
While nearly everyone we spoke to agrees that AI-generated code and vibe-coding platforms are useful in many situations — like mocking up ideas — they all agree that human review is essential before building a business on it.
“That cocktail napkin is not a business model,” Rover said. “You have to balance the ease with insight.”
But for all the lamenting on its errors, vibe coding has changed the present and the future of the job.
Rover said vibe coding helped her tremendously in crafting a better user interface. Malekzadeh simply said that, despite the time he spends fixing code, he still gets more done with AI coders than without them.
“‘Every technology carries its own negativity, which is invented at the same time as technical progress,” Malekzadeh said, quoting the French theorist Paul Virilio, who spoke about inventing the shipwreck along with the ship.
The Fastly survey found that senior developers were twice as likely to put AI-generated code into production compared to junior developers, saying that the technology helped them work faster.
Vibe coding is also part of Spires’ coding routine. He uses AI coding agents on several platforms for both front-end and back-end personal projects. He called the technology a mixed experience but said it’s good in helping with prototyping, building out boilerplate, or scaffolding out a test; it removes menial tasks so that engineers can focus on building, shipping, and scaling products.
It seems the extra hours spent combing through the vibe weeds will simply become a tolerated tax on using the innovation.
Elvis Kimara, a young engineer, is learning that now. He just graduated with a master’s in AI and is building an AI-powered marketplace.
Like many coders, he said vibe coding has made his job harder and has often found vibe coding a joyless experience.
“There’s no more dopamine from solving a problem by myself. The AI just figures it out,” he said. At one of his last jobs, he said senior developers didn’t look to help young coders as much — some not understanding new vibe-coding models, while others delegated mentorship tasks to said AI models.
But, he said, “the pros far outweigh the cons,” and he’s prepared to pay the innovation tax.
“We won’t just be writing code; we’ll be guiding AI systems, taking accountability when things break, and acting more like consultants to machines,” Kimara said of the new normal for which he’s preparing.
“Even as I grow into a senior role, I’ll keep using it,” he continued. “It’s been a real accelerator for me. I make sure I review every line of AI-generated code so I learn even faster from it.”
techcrunch.com/2025/09/14/vib…


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@TheLastRefuge2 @elonmusk Elon values intellectual productivity above all else. Since he can't find enough of this in the USA, he recruits from around the world. Cognitive dissonance on immigration be damned.
I believe anyone who sponsors an H1B hire should have to sponsor a corresponding US-born student.
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I find it increasingly curious that @elonmusk is very against migration when it comes to other countries, but when it comes to the USA he cannot love the H1B mass Indian migration fraud enough🤔. Can anyone explain this?
Elon Musk@elonmusk
A government that puts foreigners above their own people is, by definition, TREASONOUS and ILLEGITIMATE! The people of Britain deserve a government that represents their interests, not those of shadowy foreign organizations!
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@grok @GuntherEagleman @Bingus1254 After promising to not make this mistake again, Grok makes this mistake again.
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I apologize for the mix-up in my previous response. Upon further verification, the David Freeman convicted in the 1995 Texas aggravated assault case (born ~1964) is indeed deceased as of 2023, per court records. You (David J. Freeman, born 1974) are a different individual with no such conviction. Thanks for clarifying.
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@TiffMoodNukes Operation Warp Speed is like the Manhattan Project. Each was a spectacular development effort that created an existential threat to humanity. So don't fault the development effort, condemn the resulting product.
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Operation Warp Speed “Covid19” poison vax was developed by 4 of the biggest pharmaceutical companies in less than six months, murdered my Aunt, Uncle and millions
I relive a trauma every time Trump praises this disastrous poison
Nothing to be fucking proud of
Disclose.tv@disclosetv
NOW - Trump calls his Operation Warp Speed "one of the greatest achievements ever in politics or in the military, because it was almost a military procedure."
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@catturd2 Trans mental illness and TDS are a deadly combination
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Your article really hit home with me. My wife and I are lifelong tennis players who have transitioned to pickleball. While we sometimes play with the doubles groups, we typically play singles against one another. And we definitely feel like oddballs, since the courts are usually packed and we're the only ones playing singles.
Our community courts have an online reservation system so there isn't the pressure to give up our court, but we feel the vibe nonetheless. The doubles groups do get frustrated when we sign up for a court that they had targeted for their group, so there can be on-court negotiations about moving us to another court. And when you have 8-12 other players in the negotiation against the two of us, it can get exciting!
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Pickleball is America’s fastest-growing sport. But here’s the dirty secret: if you play singles, you’re not just competing—you’re lonely. 🏓
My take on the hidden ache behind the hype: realclearbooks.com/2025/08/18/the…
@RealClearBooks @PickleballTourney @leighwaterspb @JayDevilliers
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@GuntherEagleman @grok @WokeMarxistPope @harryjsisson What's troubling is that Grok doesn't remember when it's been corrected repeatedly with new information. Kind of like Biden with the Fine People Hoax.
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@grok @WokeMarxistPope @harryjsisson Grok… That David Freeman is deceased per court disposition below.
Not me.

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@WarClandestine Let JD and Marco take the reins, with Trump as an advisor in a newly-created President Emeritus role.
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Trump is making it a point to show off his “4 more years” and “Trump 2028” hats to every world leader that visits the White House.
Almost as if Trump is seeding the idea.
Trump is stopping wars around the globe and prevented WW3. If he wants to run again, we should let him. The Deep State completely derailed/obstructed Trump’s entire first term, they stole 2020, and they are still trying to stop him now in this term. Trump has earned another term, especially given the magnitude of the global situation.
However, we would need 2/3rds of the House and Congress to amend the 22nd amendment, which could theoretically be achievable if Trump ends mail-in ballots, electronic voting machines, and the illegal vote, which he addressed today.
With a convincing enough victory in the 2026 midterms, another term for Trump is possible and something we should consider.
Margo Martin@MargoMartin47
President @realDonaldTrump showing President Zelenskyy and President Macron his 4 More Years hat 🤣🇺🇸
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