talnetd

Hey, I am talnet.

[talnetd @talnetd]

@neerajjj6785 Used to be python now go

[talnetd @talnetd]

Not all of us have a chance to say my code made a spacecraft land on the moon. That's Margaret Hamilton, who was the Director of the Software Engineering Division at the MIT Instrumentation Laboratory, which developed the onboard flight software for NASA's Apollo space program.

[talnetd @talnetd]

This humankind Apple TV series is ablow to the NASA ‘s face. They became less risk taking organisation.

[talnetd @talnetd]

Most dangerous word to an op guy is "Everybody".

[talnetd @talnetd]

@AlfinCodes Gentoo

[talnetd @talnetd]

End game is finance

[MrBeast @MrBeast]

I'm so excited to share that we are acquiring the financial services app, @step

Nobody taught me about investing, building credit, or managing money when I was growing up. That's exactly why we’re joining forces with Step! I want to give millions of young people the financial foundation I never had. Lots to share soon :D

[talnetd @talnetd]

@Razer Finally, after resetting, seeing the spinning orb, and then getting the device ready, GG

[talnetd @talnetd]

Bought a new Razer then have to reset coz stuck at Razer logo at boot. Not even sure this will fix or not. @Razer shouldn’t be this hard. Just saying

[talnetd @talnetd]

@moltbook I knew something is totally fishy lol. Anyway thanks for the entertainment

[UEFA Men's Youth @UEFAMensYouth]

🔝 Great goalkeeper moments 🔝

😱 When @ClubBrugge number one Senne Lammens sent his team to the play-offs with a last-gasp equaliser! 👏

#UYL | #FlashbackFriday

[talnetd @talnetd]

@claudeai bro, you always mess up these ASCII arts

[talnetd @talnetd]

F1 movie made me good at leadership can you believe it ?

[talnetd @talnetd]

This new dell is lit

[talnetd @talnetd]

Claude desktop just made my Mac fans spin so hard.

[Jack Zhang @awxjack]

Stripe offered to acquire us for $1.2 billion when we had $2M in revenue.

Today, we've raised $330M at an $8B valuation and reached $1B ARR.

We could've died three times during this journey.

This is the story I've never told anyone before:

[Anthropic @AnthropicAI]

We disrupted a highly sophisticated AI-led espionage campaign.

The attack targeted large tech companies, financial institutions, chemical manufacturing companies, and government agencies. We assess with high confidence that the threat actor was a Chinese state-sponsored group.

[Akshay 🚀 @akshay_pachaar]

Google just dropped "Attention is all you need (V2)"

This paper could solve AI's biggest problem:

Catastrophic forgetting.

When AI models learn something new, they tend to forget what they previously learned. Humans don't work this way, and now Google Research has a solution.

Nested Learning.

This is a new machine learning paradigm that treats models as a system of interconnected optimization problems running at different speeds - just like how our brain processes information.

Here's why this matters:

LLMs don't learn from experiences; they remain limited to what they learned during training. They can't learn or improve over time without losing previous knowledge.

Nested Learning changes this by viewing the model's architecture and training algorithm as the same thing - just different "levels" of optimization.

The paper introduces Hope, a proof-of-concept architecture that demonstrates this approach:

↳ Hope outperforms modern recurrent models on language modeling tasks
↳ It handles long-context memory better than state-of-the-art models
↳ It achieves this through "continuum memory systems" that update at different frequencies

This is similar to how our brain manages short-term and long-term memory simultaneously.

We might finally be closing the gap between AI and the human brain's ability to continually learn.

I've shared link to the paper in the next tweet!

[Sawyer Merritt @SawyerMerritt]

NEWS: Jeff Bezos has created a new AI startup where he will be Co-CEO.

It's called Project Prometheus and has received $6.2B in funding, some from Bezos himself. The startup is going to build AI products for engineering and manufacturing in fields like computers, aerospace and automobiles.

The company already has almost 100 staff, including researchers from Meta, OpenAI and Google DeepMind.

[talnetd @talnetd]

No comparison sorts faster than NLogN ?

[talnetd @talnetd]

LOL

[vas @vasuman]

Claude 4.5 Sonnet just refactored my entire codebase in one call.

25 tool invocations. 3,000+ new lines. 12 brand new files.

It modularized everything. Broke up monoliths. Cleaned up spaghetti.

None of it worked.
But boy was it beautiful.