I don't know where you went to college.. but for me, homework was where ALL my learning happened. Listening is passive. To learn the brain must engage.

How much programming did you learn by listening? Or did you learn by doing?

Math is the same.

As for "grades" people confuse why homework is graded in the first place. The main purpose is just to get you to do it. Nobody will do ungraded homework. So it's a carrot and the stick thing so that you do "your workout".

You're missing the point. Teachers can do this and make students fail in droves. But what teachers want is for students to LEARN, not to fail. The purpose of homework is not grades, but learning. The score is only there to motivate the student to actually do it.

What teachers need: an AI tutor. The AI tutor talks to the student, helps them with difficult stuff and gives them points as the students' interactions demonstrate knowledge of the subject matter. Then that becomes the homework. And the tests can be on paper and the results good.

One on one teaching is superior to classroom teaching anyway. The question is if we can leverage AI to do this.

I think debating which is better is moot.

Just build your car your way, Tesla will build theirs their way. And the results will show in the end. Clearly Tesla's option will be cheaper that could turn out to be an advantage, and Waymo's can "see" in more wavelengths which in theory could be an advantage, but the proof is in the putting. Maybe sensing isn't the defining factor in safety, maybe it is.

We'll see. Good that several companies have several approaches.

I've been tokenmaxxing Fable 5 and I have to say I'm pretty happy .. except for the fact that I'm running out of tokens too fast. I did try with Opus 5 and it's ok, but it does get confused more than Fable 5. For what I'm doing Fable gets it right sooner. But the tokens are killing me.

What i do now is make it pause until my quota resets again. But this is clunky.

maybe nuclear power plants need batteries to store their surplus! That's a win win for everyone.

I doubt that's true. People literally took a nuke to the face in Hiroshima. Then breathed in all its fallout with have lifes of minutes, or mere hours (ie. much more radioactive) and lived to a ripe old age to tell the tale.

So no. A microgram is not healthy for you. But I don't think you're "toast" if it happens.

The damage was nothing compared to the whole tsunami damage. People seem to forget the absolutely devastating tsunami that actually KILLED PEOPLE. Not to mention all the environmental mess.

Fukushima got hyped up by the media. But wasn't the biggest problem. The tsunami that caused it caused a thousand other problems.

If you have to cool it down for 10 years, it still has a LOT of energy in it.

Cheap "third world country" also has access to LLMs.. and their students will cheat too.

I could probably store ENTIRE windows 95 in the CPU's L3 cache!

Frankly, I'd like to install Windows 2000 or NT 4.0 on my Ryzen box.. It probably flies at 32bits without all the clunk "modern" Windows has.

It's probably amazing!

Imagine how windows 95 would fly on a modern CPU.

These old OSes ran great on less than 100 Mhz and with 8 MB of RAM!

"Modern" OSes seem to struggle with 32GB!

As the astrophages reproduce they form petrova lines into the star eventually blacking it out so that it looks like a Black Hole.
The "Black Hole" becomes massive because it's full of astrophages.

I know because I red a book about this.

I would be good if OpenAI's tool would handle self isolation automatically.. rather than have access to everything by default.
There are many OS mechanisms to accomplish this.

US high school education prioritizes sports and high school musicals.

Great for winning Olympics and other sporting events. Great for actors and Youtubers.

Not great for science. And now the science strongholds in Universities are being threatened by funding cuts, and by blocking the qualified immigrants from other countries that were helping prop it up having had much more demanding high school educations in science and math.

So my question is how is DeepSeek censored (when you run it locally)? Was data about Tianamen Square ommitted? Was it fine tuned to censor? Did they touch the neurons directly to turn it off? LoRA?