Anthonio

Beginner’s Guide to Navigating the Web3 Space A THREAD of THREADS by top creators making waves in the space. Your roadmap to understanding, building, and thriving in Web3 🧵 Before we proceed, do well to LIKE ♦ RETWEET ♦ BOOKMARK ♦ COMMENT ------------------------------------------------------- 1️⃣ Introduction to Web3 If you’re still wondering what Web3 is or why it matters, these threads will give you clarity: ♦ "If I had to start Web3 all over again" - A thread by @web3righteous x.com/web3righteous/… ♦ "Starting Web3 All Over" - A thread by @DicksonCrypto01 x.com/DicksonCrypto0… ♦ "What is Web3? " - A thread by @JusttDerrick x.com/JusttDerrick/s… These threads are all you need to get familiar with the web3 Space. ------------------------------------------------------- 2️⃣ Creating Content & Growing Your Web3 Presence Want to stand out? Web3 rewards those who build in public. ♦ "Growing Your Social Media Presence In Web3" - A thread by @NiphermeDave x.com/NiphermeDave/s… ♦ " The Science of Engagement Farm" - A thread by @web3righteous x.com/web3righteous/… Good luck growing your Audience, I'm still tryna grow also😋 ------------------------------------------------------- 3️⃣ Opportunities in the Space Web3 isn’t just for developers. There’s something for everyone, from community roles to marketing. ♦ "WEB3 CREATOR OPPORTUNITIES" - A thread by @SamuelXeus x.com/SamuelXeus/sta… ♦ "Exposing Underdog Web3 Job Niches that keeps Printing" - A thread by @web3righteous x.com/web3righteous/… ♦ "Make at least $150 a month from web3 jobs" - A thread by @big_sensei1 x.com/big_sensei1/st… -------------------------------------------------------- You don’t need to learn everything at once. Start small, stay consistent, and stay curious. Web3 rewards those who show up and share. LIKE ♦ RETWEET ♦ BOOKMARK ♦ COMMENT PART 2?

@iyke__tgst Sorry

pray for my game🙏

@GeorgeWove .

Guys, I know it is hard but with God all things are possible 🙏 Let's get that 16 pro max 🙏🔥

Most people think AI hallucinates because the models are flawed,That’s not the real problem.The real problem is where the AI retrieves its information from. Right now, most AI applications are built on top of vector databases. Here’s how that works: You ask a question → The AI searches for similar pieces of text → Then it tries to assemble an answer from that context. But there’s a massive flaw in that system. Vector databases retrieve similarity, not understanding. So the AI doesn’t actually know what something is or how things are related. It just finds text that looks close enough. That’s why you sometimes see strange responses like: • confusing Apple the company with apple the fruit • mixing up people with similar names • pulling outdated information as if it’s still current The AI isn’t necessarily wrong. It’s just guessing based on similarity,and as AI agents become more autonomous, this weakness becomes a much bigger problem. Because agents don’t just answer questions: They make decisions. They execute actions. They interact with systems. If their memory layer is flawed, the entire AI stack becomes unreliable. That’s where HydraDB comes in. Instead of relying purely on similarity search, HydraDB introduces something different: ontology-driven context graphs. Rather than storing information as loose chunks of text @hydra_db maps: • entities • relationships • timelines • dependencies So the AI doesn’t just retrieve similar information,It understands how things are connected. Think of it like this: Traditional AI stack AI Model ↓ Vector Database ↓ “Closest guess” context @hydra_db stack AI Model ↓ HydraDB Context Graph ↓ Structured relationships + real memory In other words: @hydra_db turns AI retrieval from guesswork into structured understanding. And as AI agents become more powerful, this layer might become one of the most important pieces of the stack.Because AI doesn’t just need more data,It needs better context. If AI is the brain,HydraDB might become its memory layer.

@Astro_Nuel You can’t partake in the Burti

@Anthonio_Web3 Urhmmm….. not my fault he’s trash tho🫠

Risked a fart now my boxers are filled with Eggerton’s music 💔💔

@voicehavefun Yk it!

@Anthonio_Web3 we are just getting louder 🫶

just caught VOICE infection 😭 @voicehavefun too viral - it got me

@thugzm4nsion Hard!

KHALEED TM. LAGOS. 5’11.

@MiniGod_Kinzhal Banger boy era?😭

Give her head because the one her mother gave her is empty.

@Slatt2Trimm Yup. Peak experience

We all experienced this in the university right ?

@theactual001 cooked😔

@Anthonio_Web3 smth about scum and xp.

just heard someone say they don’t know the agile methodologies in this csc 316 course and i’m actually delighted that im not the most cooked person offering the course🙂‍↔️

@streetsouk Unilag obvi!!

SS UNI TOUR 👀 Reply this tweet with the universities in Naij you want us to hit!

@ykme_01 Cool>>>

we don’t say "i’m jealous " we say "alr"

@iyke__tgst It’s never too late

i wish i was a yahoo boy☹️

I need to kiss tonight and it’s not down for debate, even if it’s my roomate, i’m down.

@whyfiixx @Astro_Nuel @La3i3i You get GLE?

@Anthonio_Web3 @Astro_Nuel @La3i3i Both of you should involve meeee

I grew up in Maryland so this feels so surreal i can’t lie, if you stay around Ikeja/Mende you should definitely not miss this, ticket details in the CS.

@Astro_Nuel @La3i3i We ain’t guide

@Anthonio_Web3 @La3i3i Sharp…. VIP innit ❤️

@Astro_Nuel @La3i3i Yes dad, pull up!

@Anthonio_Web3 @La3i3i Duo?