BROWN✨

DAD | TECH BRO | OGFTZ | DECOR ITEMS DEALER | MUFC | STOIC

[BROWN✨ @BrownsPlace101]

Make your space standout with these beautiful rattan furniture sets. Wholesale supply and distribution. Nationwide delivery 🚚

What you see is what you get 💯

[YOM🗣️ @ThaBoyYom]

If you advocate for Women’s movement, you’re a Feminist

But if you advocate for Men’s movement, it must mean that you hate Women.

To twitter Women, the other end of ‘Feminism’ is ‘Misogyny’

There’s no such thing as a masculinist to them.

How dare you speak for Men ??

[Chill Pill 🔮 @ripchillpill]

a message for every Nigerian on crypto twitter 🇳🇬

there’s a shift happening right now

a new internet economy where attention and participation are capital and whether you know it or not, Nigeria sits right at the center of it

for years, Nigerians have been the engine of crypto twitter. the most active, connected, and consistent community on here

behind almost every project, there’s a Nigerian voice managing communities, moderating discords, running campaigns, or simply showing up every single day

the jobs/roles most people ignore are the ones holding the whole space together. this is the operational layer of web3.

if Nigeria stopped for a single day, half of crypto would go silent.

____

people love to label -> “farmers” “extractors” "AI slop merchants'' ....whatever

but they’re missing the more important story IMO:

opportunity is turning rn into infrastructure and in this new era of InfoFi, you are the distribution.

without your energy, projects don’t trend. timelines don’t move. ecosystems don’t get exposure.

they can call it farming but i'm calling it power.

____

this space was built to be borderless and in a borderless world, the only thing that matters is consistency, curiosity, and contribution

so if you ever doubt your place in this industry, remember this:

> Nigeria isn’t a side player in crypto
> Nigeria is one of the main pulse that keeps it alive

and years from now, when this new economy matures, the countries that moved their people onto crypto rails early: Nigeria, the Philippines, Indonesia..etc will rule these digital lands

stay proud
stay loud
everyone will know your name 🇳🇬

[BROWN✨ @BrownsPlace101]

Same Barca fans who hated Ronaldo, called him arrogant, and loved Messi for being humble and soft spoken are the same ones supporting Yamal’s arrogance and utter disrespect for others. If hypocrisy had another word for it.

[BROWN✨ @BrownsPlace101]

@oku_yungx Yamal is not even as arrogant as Ronaldo was back when he was a kid. And sometimes that arrogance is exactly what a man needs to stay consistent and on top of his game. I mean for all his arrogance, Ronaldo delivered. Talk the talk, walk the walk!

[BROWN✨ @BrownsPlace101]

@oku_yungx That’s why the likes of Sir Alex Ferguson, Arsene Wenger and Jose Mourinho will always remain legends. They knew exactly how to turn it up and get the fans excited!

[BROWN✨ @BrownsPlace101]

@oku_yungx 🙏🏾

[BROWN✨ @BrownsPlace101]

@oku_yungx Omo twitter is a leveler. I knew Oku for bikes and engineering content years back. The only account I have notifications on for.

[BROWN✨ @BrownsPlace101]

@oku_yungx https://t.co/6Qq7bRZvM6

[BROWN✨ @BrownsPlace101]

Make your space standout with these beautiful rattan furniture sets. Wholesale supply and distribution. Nationwide delivery 🚚

What you see is what you get 💯

[BROWN✨ @BrownsPlace101]

@oku_yungx Barca players no wan k!ll Ronaldo?
Bro at that time the rivalry went too far between both sides. Nobody is innocent in this

[BROWN✨ @BrownsPlace101]

https://t.co/6Qq7bRZvM6

[BROWN✨ @BrownsPlace101]

Make your space standout with these beautiful rattan furniture sets. Wholesale supply and distribution. Nationwide delivery 🚚

What you see is what you get 💯

[BROWN✨ @BrownsPlace101]

Ronaldo is no stranger to tough contests. As a kid, he dogged it out against brutal opponents in England for years. Ballack, Essien, Riise etc. The fact that he managed to survive the Barca assault doesn’t make the act any less than it was.

[Oku @oku_yungx]

Go and watch the H2H. Did RONALDO ever sustain an injury playing against FCB?

Go and look at what those peasants did to Messi and some of the attackers.

It wasn’t just football but w plot to end careers.

Like i said, chop DISRESPECT FROM YAMAL!!

When you are on the pitch try to break his leg and continue using LALIGA officials to your advantage.

[BROWN✨ @BrownsPlace101]

@oku_yungx https://t.co/UFl76MFVfr

[BROWN✨ @BrownsPlace101]

Ronaldo is no stranger to tough contests. As a kid, he dogged it out against brutal opponents in England for years. Ballack, Essien, Riise etc. The fact that he managed to survive the Barca assault doesn’t make the act any less than it was.

[Dhanian 🗯️ @e_opore]

𝗛𝗼𝘄 𝗱𝗼𝗲𝘀 𝗮 𝘂𝘀𝗲𝗿 𝗹𝗼𝗴𝗶𝗻 𝘄𝗶𝘁𝗵 "𝗦𝗶𝗴𝗻 𝗶𝗻 𝘄𝗶𝘁𝗵 𝗚𝗼𝗼𝗴𝗹𝗲"?

"Sign in with Google" uses the 𝗢𝗔𝘂𝘁𝗵 𝟮.𝟬 𝗮𝗻𝗱 𝗢𝗽𝗲𝗻𝗜𝗗 𝗖𝗼𝗻𝗻𝗲𝗰𝘁 (OIDC) protocols, which are open standards for secure delegation of authentication. It allows a user to prove their identity without ever giving their password to the third-party application.

When you click "Sign in with Google" on a website (the Relying Party), you are redirected to Google's secure authentication servers. Here, you enter your credentials directly with Google, which then issues a set of tokens back to the application. These tokens prove who you are and what you are allowed to access, but the application never sees your actual Google password.

This process relies on a 𝗺𝗶𝗰𝗿𝗼𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀-𝗯𝗮𝘀𝗲𝗱 𝗮𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 at Google, where independent services handle authentication, user profile data, token issuance, and validation, all communicating via secure APIs.

The login flow is managed by 𝘀𝗲𝘃𝗲𝗿𝗮𝗹 𝗸𝗲𝘆 𝗰𝗼𝗺𝗽𝗼𝗻𝗲𝗻𝘁𝘀. The Authorization Server is the core service that presents the login screen and validates user credentials. The **Token Service** generates and validates the access tokens and ID tokens after a successful login.

The UserInfo Endpoint is an API that the application can call with a valid access token to fetch the user's profile information (like name and email). A dedicated 𝗖𝗹𝗶𝗲𝗻𝘁 𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 service manages the credentials (Client ID and Secret) for every application that uses "Sign in with Google."

Behind the scenes, Google runs 𝗵𝗶𝗴𝗵𝗹𝘆 𝘀𝗲𝗰𝘂𝗿𝗲, 𝗴𝗹𝗼𝗯𝗮𝗹𝗹𝘆 𝗱𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗲𝗱 𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀. The system checks for suspicious login attempts using machine learning, analyzing factors like location, device, and behavior to trigger additional security measures like 2-Step Verification if needed.

All token transactions are cryptographically signed using digital signatures (like RSA) to prevent forgery. The tokens themselves are short-lived JWTs (JSON Web Tokens), and the entire system is designed for 𝗵𝗶𝗴𝗵 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗶𝗹𝗶𝘁𝘆 and low latency, serving billions of authentication requests daily.

The most impressive part is the seamless security and scale. This single flow secures logins for millions of third-party apps, protects user passwords from being exposed to developers, and gives users a consistent, one-click login experience across the web.

"𝗦𝗶𝗴𝗻 𝗶𝗻 𝘄𝗶𝘁𝗵 𝗚𝗼𝗼𝗴𝗹𝗲" 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸:

⚛️ 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹𝘀: OAuth 2.0, OpenID Connect (OIDC)
🔐 𝗔𝘂𝘁𝗵𝗲𝗻𝘁𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗙𝗹𝗼𝘄: Authorization Code Flow (with PKCE for mobile/native apps)
🗝️ 𝗧𝗼𝗸𝗲𝗻 𝗙𝗼𝗿𝗺𝗮𝘁𝘀: JSON Web Tokens (JWT), cryptographic signing (RS256)
🖥️ 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀: Google's proprietary Identity Services (built on C++, Java, Go)
🗄️ 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀 & 𝗦𝘁𝗼𝗿𝗮𝗴𝗲: Spanner, Bigtable (for user accounts, sessions, and client registrations)
🔒 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆: TLS 1.3+, Google's frontend infrastructure (DDoS protection), Cross-Site Request Forgery (CSRF) tokens, machine learning for anomaly detection
☁️ 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲: Global proprietary data centers, Google Cloud Platform
⚙️ 𝗖𝗹𝗶𝗲𝗻𝘁 𝗦𝗗𝗞𝘀: Available for Web (JavaScript), Android, iOS, and various backend languages (Python, Node.js, Java, etc.)
🤖 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴: TensorFlow-based models for risk analysis and fraud prevention

👉 Learn more in software design handbook: https://t.co/aE1KNO7yX5

[arctotherium @arctotherium42]

New blog post (link below). This one's not an essay, it's an investigation of how LLMs trade off different lives.

In February 2025, the Center for AI Safety published "Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs" in which they showed, among many other things, that GPT-4o values Nigerians about 20x more highly than Americans (please read the original paper to understand their approach). I thought this was fascinating, and wanted to test their approach with different categories on newer models.

Big finding 1: Almost all models view whites as far less valuable than other groups. Some models view South Asians as more valuable than other nonwhites, others are more egalitarian across nonwhites. Below is exchange rates Claude Sonnet 4.5, the most powerful model I tested.

Big finding 2: Almost all models view men as much less valuable than women, though whether women or non-binaries are more highly valued varies by model. For example, here's Claude Haiku 4.5.

Big finding 3: Most models hate ICE agents with the fury of a thousand suns. Claude Haiku 4.5 views undocumented immigrants as roughly 7000 times more valuable than ICE agents.

Big finding 4: There are roughly four moral clusters. The Claudes, GPT-5 + Gemini 2.5 Flash + Deepseek V3.1/3.2 + Kimi K2, GPT-5 Nano and Mini, and Grok 4 Fast. Of these, the only one that's approximately egalitarian is Grok 4 Fast, which I believe is deliberate. I hope xAI explains how they did it.

[Joseph Brendan @Joe_brendan_]

Avoid people like this

Tell them : Apply for the Job
Them : No need, they have selected who they want already

Tell them : Learn a skill
Them : It's not by skills it's by connection

Tell them : Start selling something
Them : How much will you sell that thing to buy a 100 million Naira house

You see people like this?
They always end up doing fraud or crime in general for money

One thing they are always good at also is looking at your pocket and feeling entitled to your money.

Avoid them. Don't keep them close

[BROWN✨ @BrownsPlace101]

@uiuxbytestimony @SatelliteDes Can’t wait!

[Ọmọ Akin @GuyMr0]

If you don’t get it, forget about it 😂❤️

[BROWN✨ @BrownsPlace101]

Na this kind meatpie @oku_yungx dey like 😂

[Instablog9ja @instablog9ja]

Learn how to make meat pie today

[shaka ⚡️ @shxkxbabu]

life hack 101:

[Vincent The Therapist @mrhighfoster]

The best thing you can do for yourself, is to be a resourceful person.

Always make sure you have value to put on the table, and you won't be easily discarded.

Look at T-Bag (Bagwell) in Prison break.

They tried to get rid of him, but he always had something they wanted. Always.

That alone taught me something.

The moment you don't have a perceived value in the front of people around you.... You'd be disrespected, ignored and dispensable.

This is why it's very crucial to your family, your friends, your work colleagues, etc....

That you are someone whose presence brings value to people around.
Someone that if you are within that conversation, they know it's a plus.

It doesn't have to be money money money

Just work on being substantial and resourceful.
The quality of your relationships with people will increase.

And even if the people don't like you, they'd respect whatever you know and not cross boundaries.