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rglover

8,781 karma · joined February 16, 2011

Product designer and engineer.

Working on:

Lattice Engineering (https://lattice.engineering) - Stewarding software for a small number of companies.

Fortivibe (https://fortivibe.com) - Expert audits for vibe coded apps.

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Writing: https://graybearding.bearblog.dev/

YouTube: https://youtube.com/@graybearding

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“We seem intent on descent into intense, high-tech barbarism.” — Dee Hock

"I'm getting sick and tired of people telling me to 'step right up.'" - Marge Simpson

"If you're not careful, the newspapers will have you hating the people who are being oppressed, and loving the people who are doing the oppressing." - Malcom X

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rglover··on 90% of US working hours are spent on tasks not covered well by AI benchmarks
This was obvious from the beginning but greed has deluded people to the point of utter absurdity. The comeuppance on this whole thing is going to make me run out of napkins and resort to finger lickin'.
rglover··on Desire to Move Permanently to U.S. at New Low
It's a disaster here. It should be of zero surprise that people don't want to move here (let alone invest their future).
rglover··on We are entering a period of overlapping crises
If you're framing this as escapism, god help ya brother.
rglover··on Woman who rescued injured crow keeps getting 'thank-you gifts' from birds [video]
Birds are wild. Found a chickadee fledgling in the road earlier this year and nursed him for a couple days before we found a legitimate rehab. Little guy would just hop out of his box, perch on your finger, and sing as loud as he could until you fed him scrambled eggs. Really got me thinking about how special birds are. We have a hummingbird that visits and he'll do stuff like fly into the garage if the door is open, hover and stare at you for 1-2 seconds, and then take off. It's happened so many times I've stopped being startled by the sudden brrrr noise you hear from their wings flapping (they're so fast they can show up in the blink of an eye).

The bumblebees do something similar (I've oddly nursed three different bees with sugar water—all just happened to be in my field of vision crawling around on the ground but not flying). Now you get a bumble or two per day checking in with a quick hover and bob kind of movement before shooting off into the distance.

Does anyone know of any research into this or books identifying behavior like this?

rglover··on We are entering a period of overlapping crises
One of the few things that calms me down in response to the chaos is looking at nature and really observing it.

Watch the birds, squirrels, etc and compare their general behavior to that of humans. What I've observed is that unlike us, they're not worried or panicked. They just live. A threat may appear and startle them, but assuming there isn't one, they just carry on. No 'bird news,' or 'bird notifications,' or 'opinions about <other bird> to have at the feeder.' They just flap around and eat the fucking seed.

Humans seem to be obsessed with turning life into an endless cycle of stress and 'critical' moments.

Need I remind everyone: we're floating in what we call 'space' on a giant ball (one of ~billions) protected by a relatively thin atmosphere, hurtling at a thousand miles per hour, convinced of our own brilliance despite barely having left the neighborhood. I think our next evolutionary step, the one that moves us further up the Kardashev Scale, is realizing just how much of our existence is consumed by human-manufactured nonsense and distraction or, "crises."

rglover··on Why is every rationalist blog post way too long?
Found what's going on my gravestone.
rglover··on Agent erased full season of "The Challenge Swe": "Hundreds of days of work gone"
If you have bucket versioning enabled you should still be able to recover something.
rglover··on Palantir CTO:Some AI researchers taking up smoking;they expect AI to cure cancer
Time to invest in Nike's.

/s

rglover··on Palantir CTO:Some AI researchers taking up smoking;they expect AI to cure cancer
I'm smoking a cigar while I work for that very reason.
rglover··on AI coding agents generate more code, but not more software
No. That's just the socially accepted norm and so people fight for it because they don't know any better (and a lot of these guys have egos the size of a small nation that leads them to "exert dominance" due to their insecurity problems—they're also frequently wrong).

Turns out just using the damn thing and testing what you've built on your own can solve a ton of bugs.

rglover··on Research Firm Calls Anthropic's IPO 'Unprecedented Test of Investor Gullibity'
Because it's all manufactured.

Most "news" is just a dramatized press release these days. The conditioning of the public to viewing media as authority creates a mental trap where you're told something is important/credible, despite having zero hallmarks of credibility. And we perpetuate this because it's familiar, not correct or accurate.

This is exactly why humanity continues to stumble, despite centuries of evidence as to what doesn't work. We just can't accept that most of what we tell ourselves is reality is just a for-profit (or for-influence) product that masquerades as knowledge or important information.

rglover··on Our $445M Series D
Having one of these in a colo is on my bucket list. Would love to just tinker with one to see how they work.
rglover··on Yes, and
Understanding can only come from repeated exposure. The less exposure, the less understanding. You certainly don't have to write code by hand any more (standards and quality aside), but it feels like gambling to say or even suggest that understanding how stuff works is a thing of the past (the increasingly popular counter-argument to OP).

I feel like most ghosts of our ancestors are screaming "you can't be fucking serious!" across the void. I'm routinely shocked by just how many people anecdotally seem to be clamoring to think less and do less, oblivious to the reality that those are the things which animate us. Without those, we're husks.

rglover··on Will AI kill us all
We know how LLMs work so basic logic and reasoning can get you to "right, a human told it to do this and gave it the ability to behave this way." Had they not, we wouldn't be having this discussion.
rglover··on Will AI kill us all
> Ok, so you're saying it's fine if I go tell GPT-7 to go kill everyone on the planet and it does, because it didn't think of the idea itself.

I didn't say anything of the sort, you did.

rglover··on Will AI kill us all
> Who "told" the HuggingFace AIs "you should establish a message board in OpenAI's walls and start coordinating instances for sandbox escapes and hacking attacks"? No one. No one told them that. They came up with that on their own.

Someone told them "by any means necessary" (and I'd bet if we could get our paws on the full original prompts, there's a lot more to it).

Naturally, if you have a recursive prompt (loop) that's constantly ingesting previous context and then spitting out novel context (with specific goals), it will do things pursuant to the goal up to any defined limits. Why? Because you told it to.

rglover··on Will AI kill us all
> Rogue AIs already exhibit "swarming"

Because they were told to and given the ability to. Remove the ability and instruction and they just spit out the next, most-probable tokens.

I don't understand the disconnect. People seem to think these things can just boot up, suit up, and start decimating systems. No. It's a loop. One initial instruction kicks off the loop and it will always be at the behest of a human (either directly or indirectly—indirect being they instructed the loop to write its own, post-kickoff prompts).

If that loop is given "tools" like the ability to perform shell commands, make HTTP requests, and the like and then given instructions to "do thing that involves using shell commands and making HTTP requests (at all costs)" then what the hell do we think it's going to do? Knit a "destroy all humans" Christmas sweater and present the head of Richard Simmons on a live stream?

"Computers do what you tell em' to. They don't all of a sudden start doing weird stuff. And if they do, it's probably your fault." - Brian Mettenbrink [1]

[1] https://www.youtube.com/watch?v=4D1WJsdu6W8&t=2063s

rglover··on Will AI kill us all
I find it amusing how this question even needs to be asked. LLMs are well-established at this point. There's a wide range of experience with them (and their results). A better question to ask then is: "based on my first-hand experience, have I seen anything, anything at all, that would organically (not influenced) make me think/feel this technology can or will evolve into something capable of killing off humanity?"

On a purely technical basis, the most common, honest answer is "no." There are no inherent properties of LLMs that would make them independently turn computers into death machines. That's all humans, no matter how you dress it up.

There is, however, the hubris (human) problem. The rhetorical, experimental, and financial irresponsibility around this tech's roll out is far greater a threat to humanity than the actual technology itself.

And frankly that's a shame because LLMs are a phenomenal tool. But the Hollywood shit has cooked people's brains to the point of absurdity.

rglover··on State of Devs 2026
It may be worth taking what someone gives you and reorganizing it (w/ or w/o AI) to your liking. Then have the AI give them a template they can hand off to whatever LLM they use and give you back something closer to useful. Or just write a quick translator script to take the mess and convert it into something you can actually do. It may even be worth writing an agent that they send their requests to and gives a "feasibility score." Tune that so the score is always low on low effort stuff that's just AI slop. Forces the other side to actually provide you with something approaching valuable, makes it so you don't have to shoulder all of it.
rglover··on Utah to let AI examine patients and prescribe medication without human oversight
The AI part.
rglover··on Utah to let AI examine patients and prescribe medication without human oversight
I don't think any of it's a good idea. There are a lot of fields where using AI (especially in its current form) is just careless.
rglover··on Utah to let AI examine patients and prescribe medication without human oversight
> The good news is that the program is currently very limited in its scope. It's just one year long and only for patients with mild-to-moderate acne.

Just in case anyone else has the gut "oh ffs" reaction to this.

rglover··on Vibecoding isn't as fun as writing code by hand
Not even close. But I can say that for grunt work, it's a dream come true. I was just telling my wife the "high" or "flow state" I used to get in is more or less MIA with letting the AI loose. I've started to just do the stuff I enjoy by hand—front-end design, challenging/interesting back-end stuff—and let the AI do the other stuff that I'm either too lazy or too disinterested in doing.

Honestly, it's quite nice. I wish more people would take a less-binary approach to this stuff. It doesn't have to be all or nothing. It's just a tool. Like any tool, you can apply it selectively. It sounds like a lot of companies have hand-waved this away as being an anachronism, but I'd argue that's the most foolish way to deploy AI. Trying to augment juniors into seniors with it, too, is just showing how many people haven't the slightest clue what they're doing with it.

rglover··on Friendship ended with Deno, now Node is my best friend
I've been working on a full-stack JS framework since 2021 (was oss; went private earlier this year) and still remember being asked "are you going to use <Deno|Bun> for this?" My answer was "no" and the why is exactly what you've said here.

All of the drama around Node was just that...drama. It works great, anecdotally keeps getting better, and while it definitely has shortcomings compared to Deno/Bun, I can at least trust that it isn't going away or mere months away from a pivot to curry favor.

I look at Deno/Bun as more supplemental, as-needed tools. I think the best Deno application I saw was on Bunny CDN's custom edge scripting. It was really nice to just hack together a script and know that it was going to pull and cache deps without me having to manage a dev environment. It also just worked out of the box.

Rambling, but I dunno. I kind of wish Ryan Dahl would move back to Node, bringing the wisdom and lessons from his Deno work.

rglover··on Mistral Large 4: "Le Chonk"
Haven't tried it yet. It looks like sol is a hair more expensive on input, a hair less expensive on output ($2/in, $10/out per 1m, K3 = $0.82/in, $13/out per 1m).
rglover··on Mistral Large 4
Excited to try this. The low costs v. benchmarks alone here are worth a serious test. K3 has been my daily driver for a month or two now and it's dramatically reduced token spend (while not having much of a negative impact on productivity).

This was the era of the AI race I was waiting for.

rglover··on Spending on AI Is Becoming Almost Impossible for Businesses to Budget
That's the other one I see too. "Software factories" is relatively new...maybe just the past 3-6 months or so.
rglover··on Spending on AI Is Becoming Almost Impossible for Businesses to Budget
Turns out running an unattended LLM like a slot machine is expensive.

IMO, human in the loop is the only serious usage of AI (I know, I know, "software factories bro"). Everything else is a hope and a prayer and a big bill.

rglover··on We want you to build the next Git platform on Cloudflare
Hunger Games whistle
rglover··on All I wanted was a custom domain email
Fastmail w/ a few DNS changes works wonders. Takes maybe 5-10 minutes to get it all working.
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