Alexandre Xavier("Slava Ukraini")🇺🇦

Unlocking the potential of software development to amplify freedom, excellence, and individual empowerment, leveraging innovative technologies and decentralized

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/64sluUIYMV

[James Melville 🚜 @JamesMelville]

And some people say that cow farts are destroying the planet.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/anqYjZiQJd

[Ron @CodeMonkeyZ]

The "fly brain" controlled release is likely what has the big AI labs spooked.
We are running fly brains in web browsers while creating emergent properties quite easily.
Google Research would not have released their most cutting edge or capable brain for the masses to mess around with and we can assume that they now have internal access to artificial brains which rival human capabilities and beyond.
Now imagine those artificial super brains in hyper scale data centers that run massive arrays of them.
In 2021, I first heard of artificial brains being used to control satellites and brushed it off as science fiction.
God created humans. Humans created LLMs. And LLMs now seem to be creating artificial brains and potentially artificial consciousness.

You should embrace as much of the new technology as you are allowed to access.

Acceleration is inevitable.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

Basicamente, conseguiram mapear os 100 mil neurónios de uma mosca para um PC e ela faz coisas complexas em m/s sem precisar de supercomputadores. Enquanto nós tentamos "forçar" a IA com força bruta, a natureza resolveu o problema com design e evolução ao longo de milhões de anos.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/jQpBFDagHb

[0xMarioNawfal @RoundtableSpace]

Unity just launched an official first-party plugin for Claude Code that unlocks 29 native Unity skills, supported CLI workflows and direct Editor control from a single install with no configuration required.

→ Available directly in the Claude Code plugin directory
→ 29 native Unity skills available at launch
→ One command to install, no configuration, officially supported by Unity

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/YsjRiNq9up

[dli 🇺🇸 @dliphotos]

一只果蝇的脑子，为什么爆火全网！

AI大模型主要是靠海量数据训练出来的，一遍遍算、一遍遍训练才能“学会”技能。

但现在，一条新的技术路径被证实了：不用海量数据训练，直接把生物大脑的“物理电路图”搬进电脑，就能自动产生行为！

这只被“上传”的数字果蝇，仅仅依靠以下4样东西，就达到了 91% 的行为准确率：

1. 神经元连接图谱：完整的结构网络
2. 连接权重：由突触连接数量直接决定
3. 神经元属性分类：明确哪些是兴奋性、哪些是抑制性
4. 极简的神经元模型：普通的“漏积分放电”（LIF）模型

它证明了一件事：大脑本身的拓扑网络结构，就藏着智能与行为的全部终极密码。

从果蝇的十万级神经元，到小鼠的千万级，然后就是人脑的860亿级！

“全脑仿真”的生物智能时代正式开启了……

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/1PiwE6rbjt

[Bruno Bertolini • awesome.codar.me @brunobertolini]

71% da população mundial nunca usou AI generativa
28% só usou free chats
apenas 1% paga alguma assinatura de AI
e 0,14% usa AI pra escrever código

É por isso que microsaas vende. Aquele app basico de gerar foto com AI, ou de contar calorias, que o chat gpt free faz igual, vende.

O mercado de AI wrappers (aquele app que é só um promtp chamando a AI) tem mercado estimado em 300 BILHÕES de dolares em 2026.

Você e eu vivemos numa bolha. Você vê todo mundo aqui usando AI de forma avançada, e acha que o mundo inteiro é assim. E pior, você ainda cai na sindrome do impostor por isso, mas esquece que isso é 0,14% da população mundial.

Entao, bora construir microssas guys. Em breve vou trazer uma novidade sobre isso pra te ajudar, inclusive

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/26ycv0i1et

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/W0pKJaA93d

[Mistral AI @MistralAI]

Today marks a major step for Mistral: we’re announcing a €3B Series D, the largest equity round ever raised by a European tech company, just three years after launch.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/IefHxZPyMU

[Axultan @axultan]

I just built the first complete 3D observable brain in history.

GPT-6 Astra made all 166,000+ neurons observable.

Attached the link to project below.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

Este e o caminho! https://t.co/TB1gRxPoha

[International Cyber Digest @IntCyberDigest]

‼️ Switzerland is moving away from Microsoft 365 and is making open-source alternatives available to 3,000 federal staff.

The Federal Chancellery's programme covers:

* Document editing: Collabora Online
* Email: Open-Xchange
* Calendar, contacts, tasks: Open-Xchange
* File storage: Nextcloud
* Project management: OpenProject
* Knowledge management (wiki): XWiki
* Audio and video conferencing: Nordeck (Jitsi)
* Chat; product: Element
* Identity and access management: Univention

They are investing millions in the development of a sovereign Swiss open-source platform for office automation. A 172-person pilot rated it strong on documents and collaboration, weak on large video calls, and viable as a fallback if Microsoft 365 goes down.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/lS0BKIa6SE

[Halim Alrasihi @HalimAlrasihi]

All of this being possible just using a few phone cameras is actually incredible

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/9FIvTW3v3t

[Brian Ratliff @BrierRat]

Claude CAD Fable 5.1 is really good at inferring design intent, in case you all are wondering.

I started this with a rough sketch and a paragraph describing the body type and tensioner mechanism I wanted.

Guys, I hate to break it to tech-X, but the future is with the liberal arts. If you can't describe what you want, and more importantly, *why* you want, you're ngmi. Fable is good at inferring what you want *because* you tell it *why* you want.

Body is 80% designed and drivetrain is installed. Motor mounts, checked for assemble-ability. Track tensioner mechanism. Screws and heat-set inserts are also in the assembly. Boards nearer their final packaging positions. No battery yet, but you can see the space for it.

As always, 100% Claude CAD. No commercial CAD used here. All by text and pic prompts.

Not one-shot because, presumably, if you are engaged in new design, you want something actually new. One-shot text-to-CAD will inherently always be an average output.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/gObKmCOjNr

[Owein @Do_owne]

Fable 5.1 turning a drawing into CAD on SolidWorks

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/5ix9t2xsos
Unfortunately, I have to agree with these options. If nothing changes, I will need to come up with a strategy to follow in their footsteps.

[Simon Høiberg @SimonHoiberg]

3 initiatives I'm launching to fight this situation.

- Keep my business in Switzerland.
- Start new businesses in UAE/Singapore.
- Set up local intelligence (Qwen 3.8 and DeepSeek).

EU is gonna EU and it's not gonna stop. You need to take measures into your own hands.

Stay sovereign, see below 👇

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/Yf26KYHcl1

[Chubby♨️ @kimmonismus]

Ursula von der Leyen recently said she wants Europe to become the world’s first AI continent.

South Korea shows how to get there first.

It is giving every citizen free, unlimited access to domestic AI, integrated into healthcare, housing, taxes, education and public services.

The government provides the compute. Local companies provide the models and apps. Citizens get universal access.

This is what an AI-first continent actually looks like: AI as public infrastructure.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/aReIcUdKpr

[Tich Kibe @omurgian]

When practically everything else was swept away, one house remained standing.

A beautiful mint-green, two-story house in flood-hit Nepal stood firm while roaring floodwaters, mud, and debris swept across the surrounding area. Its solid foundation and structural integrity appear to have enabled it endure the fierce flood, although surrounding structures were completely demolished.

The vedio paints a vivid picture of the flash flood's overwhelming power, as well as the sturdiness of a well-built structure.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/c8ygHqo2qH

[0xMarioNawfal @RoundtableSpace]

THE 5 LAYERS OF AGENT ENGINEERING:

PROMPT → CONTEXT → HARNESS → LOOP → GRAPH

SKIP ONE LAYER AND EVERYTHING ABOVE IT GETS WORSE.

https://t.co/5lBRUHEXOh

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/40Fu7ZVgNZ

[Jun Song @jun_song]

Built the ultimate local sovereignty starter pack.

Only difference is the Mac Studio is 512GB instead of 768GB, and running GLM-5.3 instead of 5.2 (ordering immediately once it's out).

Also threw in a Starlink.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

https://t.co/RyVBwBqsB8

[Mia @MiaAI_lab]

Local AI is so good at this point, $9000 can buy you free, unlimited, private inference with

- GLM 5.3 Flash
- Qwen3.8 Flash
- DeepSeek v4 Flash

All 3 are frontier level and can run on 2x DGX Sparks.

[Alexandre Xavier("Slava Ukraini")🇺🇦 @alexandxavier]

A nova Lei é o CODIGO !