Abdessamad Touzani

2ème année Mastère Data & AI | Cherche Alternance en Data Engineering / Data Science | Aspiring Python Expert | CHAOSS project Africa member

[Abdessamad Touzani @abdes__]

Idempotency:
Retry safely. Same request. Same result. Always.

[Abdessamad Touzani @abdes__]

Gradient descent doesn't find the answer. It argues with itself until it stops being wrong.

[Abdessamad Touzani @abdes__]

Open to extend. Closed to change.

[Abdessamad Touzani @abdes__]

Depend on abstractions. Not implementations.

[Abdessamad Touzani @abdes__]

One source of truth. Zero arguments.

[Abdessamad Touzani @abdes__]

@Google I'n not giving it access to my hardwares lol neither claude....good luck with hackers

[Abdessamad Touzani @abdes__]

Stateless scales. Stateful fails.

[Abdessamad Touzani @abdes__]

Your model is only as fresh as your data pipeline.

[Abdessamad Touzani @abdes__]

Just a reminder in System Design:

Cache what's read. Queue what's written.

[Abdessamad Touzani @abdes__]

Vectorizing: Don't Loop

[Abdessamad Touzani @abdes__]

I just published :

https://t.co/M32YjKYFzI

[Abdessamad Touzani @abdes__]

https://t.co/21lvnvdL2M
...

[Abdessamad Touzani @abdes__]

https://t.co/21lvnvdL2M

[Abdessamad Touzani @abdes__]

https://t.co/urrC1LOujb

[Abdessamad Touzani @abdes__]

Zoox, la filiale d'Amazon spécialisée dans les véhicules autonomes, a annoncé le lancement d'une opération de cartographie des rues de Dallas, au Texas, et de Phoenix, en Arizona. Cette étape est préalable à la mise en service de ses robotaxis dans ces deux villes.

[BijanBowen @bijanbowen]

Gemini 3 Deep Think generated a real-time 3D WiFi radar that maps every network around you as glowing nodes in a Matrix-style space — in one shot. It used Pearson correlation to infer which APs are physically close, since RSSI alone isn't enough.

[Abdessamad Touzani @abdes__]

@morningstar_470 Give him its account back...ik u're his ex

[Alex Veremeyenko @alex_verem]

Holy shit. MIT just built an AI that can rewrite its own code to get smarter 🤯

It’s called SEAL (Self-Adapting Language Models).

Instead of humans fine-tuning it, SEAL reads new info, rewrites it in its own words, and runs gradient updates on itself literally performing self-directed learning.

The results?

��� +40% boost in factual recall
✅ Outperforms GPT-4.1 using data it generated *itself*
✅ Learns new tasks without any human in the loop

LLMs that finetune themselves are no longer sci-fi.

We just entered the age of self-evolving models.

Paper: jyopari. github. io/posts/seal

[Abdessamad Touzani @abdes__]

For sale!
Buy it now or make your offer!
You can also DM me!
https://t.co/TjEEOZvz84

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[Abdessamad Touzani @abdes__]

For sale!
Buy it now or make your offer!
https://t.co/r9KGZlArBf

#DomainForSale #domainname #domainsold #Phoenix