Astra is amazing.

My team supports 4x the infrastucture with 50% of the people with agents following human workflows.

They could literally clear all of the remaining Millennium problems and people would still be coping. This will happen.

Self reinforcement learning works, and it hasn't been about LLMs in a long time.

Hang on. Learn to hang drywall.

Cheers

"Use my product or else." - Oligarch

If running cgit is too expensive, disable it (or limit it to very shallow views). Developers can clone repositories and run cgit locally. Bots can clone repositories too if their owners think it's so important.

I've heard some pretty sad excuses for AI slop (Shunned at a Funeral) but some very clever uses for it too (Amelia). "The best thing the government did...was invent me!"

As long as they're honest about it being AI I'll decide what I want to listen to. It's hard for it to show any creativity, but creativity is sorely lacking in all current music.

...laura

you will need to convince people that civil liberties are more important than stopping crime

To be fair, most people think their civil liberties are more important than stopping their crime.

We just have trouble taking it beyond that point.

Freenet is also based on middle-out compression.

No. Trying to push 30TB into Freenet will be interpreted as an attack on the network by other peers and they'll disconnect from your peer.

Freenet is better viewed as a communication medium than a storage medium. Data is prioritized according to demand, somewhat like an LRU cache. You can't upload 30TB and expect the network to preserve it for you.

On liability, running a Freenet peer is more like running network infrastructure that automatically routes and caches other people's traffic than intentionally publishing it. US law explicitly recognizes this distinction in the DMCA's provisions for transitory network communications and system caching. We discuss this in more detail in the FAQ.

You obviously haven't tried Freenet. You can join our room on River and you'll see no spam, no fraud, no hate speech, none of that.

Decentralized doesn't mean unmoderated. Systems built on Freenet can be moderated however their creators and communities want. River is moderated.

The difference is that nobody running one service gets to decide what everyone else is allowed to run.

The cope has been nauseating.

It works. Everyone onboard now?

Now it's about how it scales and how we optimize use and lower release cycle time.

Everyone agonizing over token costs doesn't understand the exponential cost decay.. and how are you going to compete with hyperscalers who have essentially unlimited, near-free tokens.

Buckle up.

Ultimately, it was just a car lugging around all the things required for an internal combustion engine AND electric vehicle parts at the same time. Double the complexity and a rolling compromise.

That was my experience owning a hybrid. Ultimately, the controller part that mated the EV and ICE vehicle parts was what failed, and the cost of trying to fix that negated pretty much any fuel savings we'd ever get out of the vehicle.

A plug-in hybrid with a proper battery that can run as an EV for short trips and use ICE for backup makes a lot more sense. The range extender hybrids are just extra complexity for what's just a hack to reduce fuel consumption. But to maximize that fuel consumption, you kinda need to tweak your driving patterns to optimize for EV behaviour, which is also a technique that can get significant fuel savings on an ICE car.

But they have digital confirmation!

Spicy autocomplete indeed.

Chuckle.

AI is real. The implications of this are not priced in.

despite the fact that no one asked for it

Not exactly true; Unity was first seen in the netbook edition, and it was darn near perfect for that environment. The netbook edition was shipped pre-installed on various netbooks until Microsoft got their thumb out, so I'd argue that someone definitely asked for it, and Ubuntu delivered.

Switching the non-netbook Ubuntu to Unity maybe wasn't the best choice, but at the same time, that's around when both KDE and GNOME kinda lost their collective minds and decided to rewrite just about everything, so I kinda consider Unity to be the desktop that got Ubuntu users through that mess until we had more sane alternatives.

We have codex 5.4 performing all IC2-3 tasks now with a higher success rate.

Laughing is about to stop.

Have a plan.