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lexandstuff

1,869 karmajoined 14 years ago
Senior Machine Learning Engineer at Canva

- I blog here: https://notesbylex.com

- I LinkedIn here: https://www.linkedin.com/in/lextoumbourou

- I code here: http://github.com/lextoumbourou

- I ML here: https://www.kaggle.com/lextoumbourou

<3

Submissions

Completing a computer science degree on Coursera

notesbylex.com
256 points·by lexandstuff·5 days ago·165 comments

Robots are redefining the war in Ukraine – and forcing Russia onto the back foot

cnn.com
5 points·by lexandstuff·last month·0 comments

Shipping a laptop to a refugee camp in Uganda

notesbylex.com
701 points·by lexandstuff·2 months ago·255 comments

Positive Alignment: Artificial Intelligence for Human Flourishing

arxiv.org
1 points·by lexandstuff·2 months ago·0 comments

People who use ChatGPT for writing are accurate detectors of AI text (2025)

arxiv.org
3 points·by lexandstuff·2 months ago·0 comments

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning

arxiv.org
1 points·by lexandstuff·2 months ago·0 comments

AI-Induced Cognitive Atrophy

notesbylex.com
3 points·by lexandstuff·2 months ago·0 comments

OpenGame: Open Agentic Coding for Games

arxiv.org
2 points·by lexandstuff·2 months ago·0 comments

Naming Things Is Easy Now

notesbylex.com
4 points·by lexandstuff·3 months ago·0 comments

SpaceX holds $603M in Bitcoin despite $5B loss stemming from xAI

coindesk.com
27 points·by lexandstuff·3 months ago·9 comments

OpenClaw: The missing piece for Obsidian's second brain

notesbylex.com
3 points·by lexandstuff·5 months ago·0 comments

WTF is happening at xAI [video]

youtube.com
1 points·by lexandstuff·6 months ago·0 comments

Attention Is Not What You Need: Grassmann Flows as an Attention-Free Alternative

arxiv.org
3 points·by lexandstuff·7 months ago·0 comments

comments

lexandstuff
·3 days ago·discuss
Ilya Sutskever said in 2017, whilst building OpenAI:

> Within the next three years, robotics should be completely solved, AI should solve a long-standing unproven theorem, programming competitions should be won consistently by AIs, and there should be convincing chatbots.

There was a viral YouTube video from 2014 called Humans Need Not Apply [1], which made a very strong argument that mass unemployment was right around the corner.

I actually think people from the past would be surprised at how slow AI has progressed in the end. Although the domains where it's turned out to be most effective - code, images, videos, music, etc. - would probably surprise them.

[1] https://www.youtube.com/watch?v=7Pq-S557XQU
lexandstuff
·5 days ago·discuss
Thank you!
lexandstuff
·2 months ago·discuss
I take your point - no doubt I approached this in a very naive way.

That said, we did collaborate on it - at the very least I needed to learn his address before sending.

Neither of us have ever sent or received a package in Uganda. It was a learning experience for both of us.
lexandstuff
·2 months ago·discuss
~$200 doesn't go as far as you'd expect for good used laptop, even in Uganda. We did look into our options.

However, there's definitely a sunk cost aspect to the operation. After the first failure to send it through Australia Post, I became determined that Django was going to have that MacBook.
lexandstuff
·2 months ago·discuss
I have a feeling that a big risk of using AI all the time is that our own neurological capacity starts to dwindle.

Just as many people leading sedentary lifestyles have to make a deliberate effort to exercise, because inactivity is really bad for our bodies, I think we're going to realise that a similar process is necessary for our minds.

You really want to be spending a bit of time every day operating at your cognitive limits - trying to fully engage your System 2 - if you want to avoid brain atrophy. Coding used to kind of give you this exercise for free, but you can go really far with just your System 1 nowadays - literally get things done while scrolling Reddit.

I'm trying to allocate 30-60 minutes a day to doing something difficult, like writing code by hand for an unfamiliar problem or reading and summarising difficult papers without AI.
lexandstuff
·3 months ago·discuss
Of course Hacker News would be full of Greggheads.
lexandstuff
·3 months ago·discuss
Yeah, not locked in with Obsidian.

I just use it as a Markdown viewer/editor, and it handles updating links across notes when a file is renamed. There are some handy conventions that Obsidian encourages, like Daily Notes, templates and linking across notes, enough to call it an Obsidian project, but yeah - it's just markdown. I don't even use the [[Wiki-links]] style that it uses by default.
lexandstuff
·3 months ago·discuss
I already had the hierarchy from years of maintaining the notes, but for new things I do collaborate with the model on how best to structure stuff and get it to refactor when needed.
lexandstuff
·3 months ago·discuss
I recently switched to Codex using my ChatGPT Plus subscription, so only $20 a month or so. Before that, using Opus 4.5/6 it was like $100-150.

Opus was by far the best at the job, but Codex with GPT 5.4 is decent.
lexandstuff
·3 months ago·discuss
Wow. This is a really cool idea. I am using Obsidian for family history, but I never thought to let people chat with it and update it via OpenClaw.
lexandstuff
·3 months ago·discuss
I still use it and find it helpful.

My OpenClaw instance uses an Obsidian project as its memory. Mainly, it's just my main day-to-day LLM that I access via WhatsApp, but instead of the memory being locked away with a specific vendor, it's stored in version control that I can read and edit. That reason alone makes it compelling to me. When a better LLM comes along, I can just switch, and my memory and system prompts come with it.

However, I also use it for calorie/weight/workout tracking, to-do lists (bill, birthday, event reminders), and to support my various life admin tasks. I don't give it access to much at all, except a few skills that give it read-only access to some data.

Hasn't given me a 10x productivity boost or anything. It's just handy.

I wrote an article on it, if anyone is interested: https://notesbylex.com/openclaw-the-missing-piece-for-obsidi...
lexandstuff
·3 months ago·discuss
> I can't traverse as much land on foot as my ancestors did, but I can travel further by car/plane/etc

Which is partially how we found ourselves in the midst of an obesity epidemic.
lexandstuff
·3 months ago·discuss
I've found that most non-tech people are indifferent or, at worst, utterly bored by any mention of AI.

The tech people are the ones that have the strongest opinions one way or the other.
lexandstuff
·3 months ago·discuss
I had always assumed that all of them shared the pseudonym of Satoshi, along with Nick Szabo.

Back wrote the white paper with input from Hal and Nick Szabo. Sassaman did the coding work on the client. Sassaman had the keys to the Satoshi wallet, hence it never moving since his passing.

Since Satoshi is a collective, it means that each of them individually can claim, without lying, that they're not Satoshi.

That's my uninformed guess.
lexandstuff
·5 months ago·discuss
The thread is just a link to Grok. There's no information about the model or anything to discuss. If they release some information about it, maybe a benchmark or two, I'm sure there'll be more of a conversation.
lexandstuff
·5 months ago·discuss
It has hit the mainstream imo. Most people are content with the amount of music already available.
lexandstuff
·5 months ago·discuss
I'm a real user. I've found all sorts of uses for it, from calorie/fitness tracking to birthdays and gifts. I love how well it integrates with an existing Obsidian vault. I wrote a blog post about it, if anyone is interested: https://notesbylex.com/openclaw-the-missing-piece-for-obsidi...
lexandstuff
·5 months ago·discuss
It's this but with a lot of handy features.
lexandstuff
·5 months ago·discuss
The mass-poverty and climate changed ravaged world parts, I could definitely see.
lexandstuff
·6 months ago·discuss
https://notesbylex.com