Timpy

I discovered Anki 12 years ago while living in Japan. I was trying my hardest and absolutely failing to remember any of the Japanese I was studying. Maybe I was due for a learning-style renaissance for myself and Anki was just the catalyst, but it really made a positive impact on my life. More than just memorizing kanji on AnkiDroid during my commute, I just started to believe I could learn anything. I was starting to take my coding hobby more seriously at the time and hacking on Anki was a big part of that too. Thanks for all the hard work Damien and David Allison. I'm so grateful for the software you've worked on.

Yes but I think it's a good virtue to signal considering the circumstances. If they paid the ransom that would signal that ransoming this company works, incentivizing more ransoms. If they refuse to pay the ransom it might signal that they care more about money than they do integrity. Taking the financial hit of the ransom, but paying it to something that signals their values, is about the best move I can imagine.

This is cool, very much the hacker ethos. But I didn't see any evidence that it can make a phone call though?

I think this guide is nice, and having a variety of articles like this is great so everybody can look at the different ideas and find what's right for them.

I would urge people to consider going a little bit further than this guide, consider not using your phone as a reading device. Imagine deciding to sit down with a physical book, but keeping your phone nestled on the opposite page as you read. It would be a lot nicer to read without interruption, without being exposed to notifications at all times. Sure there are going to be use cases where the phone is more convenient, but I think sacrificing convenience is worth it.

This is something I want to see in the world. Do you have a public repo? I'm currently doing third party application development for the Yoto, and I've done a lot of hacking on MP3s. If you're open source I'd be interested in helping, or at the very least chatting about the project.

I keep feeling like there's a huge disconnect between the owners/CTOs/managers with how useful they think LLMs _are supposed to be_, vs the people working on the product and how useful they think LLMs _actually are_. The article describes Harper Reed as a "longtime programmer", so maybe he falsifies my theory? From Wikipedia:

>Harper Reed is an American entrepreneur

Ah, that's a more realistic indicator of his biases. Either there's some misunderstanding, or he's incorrect, or he's being dishonest; it's my job to make sure the code that I ship is correct.

The models outlined in the white paper have a training step that uses reinforcement learning _without human feedback_. They're referring to this as "outcome-based RL". These models (DeepSeek-R1, OpenAI o1/o3, etc) rely on the "chain of thought" process to get a correct answer, then they summarize it so you don't have to read the entire chain of thought. DeepSeek-R1 shows the chain of thought and the answer, OpenAI hides the chain of thought and only shows the answer. The paper is measuring how often the summary conflicts with the chain of thought, which is something you wouldn't be able to see if you were using an OpenAI model. As another commenter pointed out, this kind of feels like a jab at OpenAI for hiding the chain of thought.

The "chain of thought" is still just a vector of tokens. RL (without-human-feedback) is capable of generating novel vectors that wouldn't align with anything in its training data. If you train them for too long with RL they eventually learn to game the reward mechanism and the outcome becomes useless. Letting the user see the entire vector of tokens (and not just the tokens that are tagged as summary) will prevent situations where an answer may look or feel right, but it used some nonsense along the way. The article and paper are not asserting that seeing all the tokens will give insight to the internal process of the LLM.

Just a friendly heads up, for the Japanese exercises the video starts just a bit too late and the word you're listening for is cut off. This might only be pertinent for languages where vocab words are appearing at the beginning of sentences, French and Spanish didn't have "gap words" at their sentence start for the few exercises I tried.

This is a cool app, I would have enjoyed this when I was grinding on Japanese back in the day.

"The concept of running shoes as we understand them today, specifically designed to improve running efficiency and comfort, did not emerge until the late 19th and early 20th centuries."

It's a neat idea imagining what running footwear was like throughout history. Was Pheidippides barefoot when he purportedly ran from Marathon to Athens? Did Indigenous Americans debate which style of moccasins was better for your long term foot health? Did warriors develop plantar fasciitis from poorly designed boots?

I love these easy-to-illustrate examples where a request seems simple, but adds a lot of trouble for the person implementing it. "It's just adding a new skin for their footwear, how hard could that be?"

Back in the Windows 7 days I installed Skype on my parents computer before moving abroad, their user experience was basically like receiving a phone call. Even though they weren't tech savvy we never had any issues. I would call them, and if they were home and near the computer, they could answer it and we'd be video chatting.

A year or so ago I found this to be impossible, there was no application for desktop that was as simple as receiving a phone call. My father has no smart phone. I sent him a zoom link via email but he couldn't log on to the family computer without getting blasted with UI updates, terms of service changes, "Do you want to use OneDrive?", "Here's what's new in Chrome", "Try asking Copilot anything!", etc. From his perspective the computer never worked the same way twice. I wish we had regulations that prevented buying out competition.

You're right, it's possible and common to be recorded without somebody pointing a phone camera at you. That doesn't negate my point, right now the norm is that in many situations you _can_ record to your personal device without informed consent but you shouldn't. That will change if these types of cameras are everywhere.