Like yeah, sure, governments collecting data deserves scrutiny. 100%. But at least in most democracies there are audits, oversight bodies, privacy commissioners, courts, access to information laws, etc. There are actual mechanisms where someone can ask “why are you doing this?” and force an answer.

Meanwhile we hand over our location, browsing habits, shopping patterns, sleep schedule, and probably our favorite pizza topping to dozens of private companies every day. Those companies can aggregate it, sell it, profile you, feed it into ad markets, train models with it, or ship it across borders… and most of the time nobody outside the company even knows it’s happening.

So yeah, data collection in general is worth debating. But the irony is wild when people lose their minds over the one place that at least has some governance and accountability, while the entire private ad-tech ecosystem is basically “trust us bro” with a 40-page terms of service nobody reads.

Historically, Democratic and Republican administrations have followed distinct fiscal and economic patterns: Democrats typically oversee deficit reduction and falling unemployment, often achieved by maintaining or increasing the tax burden. Conversely, Republicans typically oversee deficit growth and rising unemployment, largely driven by decreased tax burdens through legislative cuts. Statistically, since 1945, real GDP has grown faster under Democrats (4.3% vs. 2.5%), while modern Democratic presidents (Clinton, Obama, Biden) have all reduced the deficits they inherited, whereas every modern Republican (Reagan through Trump) left office with a larger deficit than when they started

So you'd think tax cuts would create more jobs, less unemployment but it has not. It seems like the opposite, I'm sure there is much more to it.

Over the last few decades, neither party has really cared about deficits anyway. Everyone’s been spending, just at different speeds. The real question isn’t “who creates more jobs,” it’s whether the spending is efficient, sustainable, and actually creates long-term value. Eventually the bills come due, interest costs rise, and priorities shift from growth to just keeping the lights on.

So yeah, Democrats tend to show stronger job numbers, but spending more will almost always do that. Whether it’s good spending is a separate debate. Budget discipline isn’t partisan, it’s just basic economics.

Mostly just experimenting with things, as a hobby and a way to delve deeper into new tech - probably lots of glitches.

The Tailwind CSS situation is a good example. They built something genuinely useful, adoption exploded, and in the past that would have meant more traffic, more visibility, and more revenue. Now the usage still explodes, but the traffic disappears because people get answers directly from LLMs. The value is clearly there, but the money never reaches the source. That is less a moral problem and more an economic one.

Ideas like GPL-style licensing point at the right tension, but they are hard to apply after the fact. These models were built during a massive spending phase, financed by huge amounts of capital and debt, and they are not even profitable yet. Figuring out royalties on top of that, while the infrastructure is already in place and rolling out at scale, is extremely hard.

That is why this feels like a much bigger governance problem. We have a system that clearly creates value, but no longer distributes it in a sustainable way. I am not sure our policies or institutions are ready to catch up to that reality yet.

What worries me more is security through herd mentality, where everyone copies the same patterns, tooling, and assumptions. When one breaks, they all break. Some obscurity, used deliberately, can raise the bar against casual incompetence and lazy attacks, which, frankly, account for far more incidents than sophisticated adversaries. We should absolutely design systems that are easy to operate safely, but there is a difference between “simple to use” and “safe to run critical infrastructure.” Not every button should be green, and not every role should be interchangeable. If an approach only works when no one understands it, that is bad security. But if it fails because operators cannot grasp basic layered defenses, that is a staffing and governance problem, not a philosophy one.

Look at something like the Dolphin from China - it’s going for $8K–$9K USD over there. Ship a whole fleet of them and you’re still well under $25K. And we’re not talking junkers either - these are electric, decent build quality, ~300km range. Like... what exactly are we protecting here?

Feels like we’re pricing affordability out of the market on purpose.

What’s really happening, in my view, is a forced economic shift. We’re heading into a kind of engineered recession—huge layoffs, lots of instability—where millions of service and admin-type jobs are going to disappear. Not because the tech is ready in a full AGI sense, but because those roles are the easiest to replace with automation and AI agents. They’re not core to the economy, and a lot of them are wrapped in red tape anyway.

So in the next couple years, I think we’ll see AI being used to clear out that mental bureaucracy—forms, paperwork, pointless approvals, inefficient systems. AI isn’t replacing deep creativity or physical labor yet, but it is filling in the cracks and acting like a smart band-aid. It’ll seem useful and “intelligent,” but it’s really just a transition tool.

And once that’s done, the next step is workforce reallocation—pushing people into real-world industries where hands-on labor still matters. Building, manufacturing, infrastructure, things that can’t be automated yet. It’s like the short-term goal is to use AI to wipe out all the mindless middle-layers of the system, and the longer-term vision is full automation—including robotics and real-world systems—maybe 10 or 20 years out.

But right now? This all looks like a top-down move to shift the population out of the “mind” industries and into something else. It’s not just AI progressing—it’s a strategic reset, wrapped in the language of innovation.

https://www.tomshardware.com/tech-industry/artificial-intell...

But too often, consultants are brought in to do work that existing staff could already handle or to maintain systems that should’ve been fixed years ago. It’s not always outright corruption, but it props up managers who rely on outside help to get by. And many of these consultants aren’t adding value — they’re just billing for work that could be automated or easily solved.

One example involved consultants paid to babysit an outdated system. It was generating massive reports, and instead of fixing the root issue, someone had to manually delete files every few hours. Thousands per week were spent when a simple script or hardware upgrade could have fixed it. It’s wasteful and completely unnecessary.

This isn’t rare. It’s everywhere. And while it’s not always illegal, it’s driven by self-interest, favoritism, and comfort. That’s where the real waste is, and that’s where the cuts should happen.

Consulting used to be about value. It was a profession grounded in skill, purpose, and a drive to contribute. Now, it’s often about milking the system. People leave the public service knowing they can return as consultants and get paid two or three times as much, just because of who they know.

We’ve replaced public service and merit with opportunism. Instead of building better systems and serving the country, we’re incentivizing people to exploit it. And the worst part is, it’s become normal. But it shouldn’t be. This is structural corruption — accepted, embedded, and everywhere.

You might not see it, and maybe I don’t fully see it either, but as office workers, bureaucrats, and technologists staring at screens all day, we’ve lost sight of the fact that America no longer produces like it used to. Yes, there are still people out there working with their hands, feeding the country, and running small industries. But broadly speaking, the U.S. relies heavily on other countries for complex manufacturing — for actual building. Shipbuilding is just one obvious example. A lot of critical industries have withered to the point where they can't even meet domestic demand, let alone compete globally. Meanwhile, other countries are pushing forward in tech, producing better, more efficient, more productive products — and pulling ahead.

It’s not happening all at once. It’s a slow decay. Generational knowledge industrial skills, trades, machinists are all fading. And when those go, the backbone of resilience and self-sufficiency starts to collapse. A nation that can’t produce can’t stand. Export power becomes a dream.

And I think part of the issue is that we’ve become lazy. People don’t want to work anymore — they want things handed to them. Entitlements, bonuses, luxury homes, multiple cars, the works. But someone has to build all that. Someone has to maintain the food supply. Someone has to assemble the vehicles. Someone has to keep production alive. Yes, technology can help fill gaps, and we’ve done amazing things — and still do — but America’s edge in tech? That’s slipping away. China has surpassed the U.S. in key areas of advanced technologies, auto manufacturing, aerospace, and absolutely obliterating in shipbuilding. U.S. industry? Ashes in many places.

So what’s the answer? Unfortunately, hardship. Nobody likes to say it, but raising prices and tightening the belt forces people to make hard choices. And when that happens, the jobs that matter won’t be office jobs or desk jobs — they’ll be builders, machinists, welders, factory workers. Producers. And those jobs will start commanding the wages. People who’ve been unemployed or living on subsidies will be pushed — or pulled — back into that kind of work. Slowly, painfully, maybe, but steadily. And maybe, just maybe, we’ll rebuild that base. Maybe industry will return. Maybe factories and production will grow again.

That’s the end goal here; even if we don’t like how it’s being done. Even if it’s painful. Even if it doesn’t work the way it’s intended. Because maybe we’re not as strong as we think we are. Maybe we fail. It’s happened before — look at the USSR collapse. It was a fake economy built on fake production and apathy. They endured 20 years of hardship, and they’re still trying to catch up.

So yeah, that’s where I think we’re headed. Is Trump the guy to do it? He’s doing it. Someone had to. Is it the right way? I don’t know. Is it going to work? No clue. Will we succeed? Who knows. Or maybe we just keep punting the problem further down the road; business as usual — until it breaks completely.

But either way, the path forward is either a slow crumble followed by a rebuild, or a brutal reset with the hope of rebuilding something stronger on the other side.

That’s just my two cents.