Samurai

[Samurai @MoldaviaOrange]

Tried @LightLinkChain during a hackathon.
No “approve”, no gas pop-ups, no sudden breaks.
Just code, deploy, test.
It felt like building a web app, not dApp.
Invisible blockchain is the only one that scales.

@0G_labs @GiveRep @gaib_ai @add_infofi @SuiNetwork

[Samurai @MoldaviaOrange]

the experience highlights a shift from execution difficulty to ideation difficulty. tools like this compress implementation time but expose gaps in problem formulation

[MadFan @vslyhcrypto]

about a week ago i got acquainted with claude code

already working on my project and very satisfied

i thought it would be easier, but this is a tool, you have to come up with everything yourself, and the tool will help you claude code will implement almost everything you have planned

[Samurai @MoldaviaOrange]

the mint design combines scarcity control with staged distribution.which can stabilize early demand but still depends heavily on post mint engagement quality

[MadFan @vslyhcrypto]

Earlier I already told you about the game @Suuuiplash and about registering on the whitelist to purchase NFT, which you can use in the game itself

Let me remind you about team support:

Supported by NHN (major Korean gaming and technology group) • Founded in 1999 • Revenue for fiscal year 2024: $1.7 billion USD • Manages Korea's leading online gaming ecosystem (Hangame Poker, over 25 years of continuous operation) • Company hits include LINE Disney Tsum Tsum (over 100 million downloads)
The project is also supported by Sui Foundation

Tokenomics
• Team tokens are unlocked only if the price stays above 2x of the initial listing price for 1 month
Information about the upcoming mint

• Total supply: 8,040 Heroes

• Private + Public mint: 6,000, the rest is allocated to: Pebble community / Genesis airdrops / rewards / reserve

• Mint start: March 18, 2026 00:00 UTC • Private mint: WL wallet, 12 SUI, 00:00–06:00 UTC, limit up to 7 NFTs

• Public mint: no requirements, 15 SUI, Mar 18 07:00 → Mar 19 23:59 UTC

• If NFTs remain after public - they go to the in-game recruit system; after the season ends, the remaining supply is burned

Mint details and Mint link will be in the comments to this post

[Samurai @MoldaviaOrange]

this reads as a complaint about broken scope not broken expectations.if a team explicitly said trading was unnecessary and later tied outcomes to it the core issue becomes credibility not campaign mechanics

[MadFan @vslyhcrypto]

Before writing something, you should have thought

The campaign was for content creators, understand?

There's no other way to understand this, exclusively for CONTENT CREATORS

If you think that content creation includes trading, and maybe even car repair or airplane piloting, then why not?

I think you need to figure out what content and trading are and after that yap all kinds of nonsense

We asked the team at the very beginning, do we need to trade or not, they answered - no

That's where the deception from the team was

[Samurai @MoldaviaOrange]

the core value lies in verifiable expertise
can this model scale globally
possibly if certification systems expand
watch adoption in healthcare pilots first

[MadFan @vslyhcrypto]

Use case scenario for @PerleLabs

Data labeling for model training: classic scenario - collection and annotation of datasets for specific tasks

For example, a medical AI development company uploads MRI scans to the platform and creates a project for tumor segmentation. Only participants who have passed a radiology test are allowed to the project. They label the scans, indicating tumor boundaries, check each other's labeling, receive points. As a result, the company gets a set of images with "gold" labeling from certified specialists (oncologists-radiologists), plus can check in the blockchain who and when made edits

This level of trust and quality is especially important in high-risk areas - medicine, automotive industry (data labeling for autopilots), aerospace industry, legal expertise, etc, where data errors are unacceptable

What do you think of this, in my opinion this is cool

[Samurai @MoldaviaOrange]

the project attempts to merge skill based gameplay with onchain asset ownership.if execution is correct this model could appeal both to traditional players and web3 participants

[MadFan @vslyhcrypto]

Today I came across the game @Suuuiplash

I've been playing for 3 hours straight without stopping

Suuuiplash is a PC-based, high-skill roguelike action game developed by South Korean tech giant NHN (in partnership with the Sui Foundation)

The game is developed with sustainability in mind with guaranteed minimum profitability for lower levels and profitability potential up to 3x+ for top-tier assets

Some Sui community characters are fully playable in Suuuiplash and continue to function as NFTs

In this regard, the team is launching the minting of these NFTs

NFT Hero Minting Details Date: March 18, 2026, 00:00 UTC Total supply: 8040 (6000 for sale)
Price: 12 $SUI (whitelist) 15 $SUI (public)

Airdrop: previous Genesis NFT holders receive a free Hero NFT

The whitelist link will be in the comments....

[Samurai @MoldaviaOrange]

vertiv aligns with the structural ai infrastructure cycle.power cooling and data center hardware become critical as compute demand accelerates

[MadFan @vslyhcrypto]

which companies added to s&p 500 in q1 2026? @opinionlabsxyz

list of proposed companies:

vertiv holdings (vrt)

alnylam pharmaceuticals

affirm holdings (afrm)

sofi technologies (sofi)

microstrategy (mstr)

pure storage (pstg)

ciena (cien)

of course i would like it to be microstrategy hehe

but most likely i'll agree that vertiv holdings, since the real ai boom is still ahead, development pace is not slowing down, but only growing, so that's just the conclusion

[Samurai @MoldaviaOrange]

shifting toward structured human problem solving could raise signal density.instead of copying language patterns the model learns decision pathways including mistakes corrections and tradeoffs

[MadFan @vslyhcrypto]

read the article by @getoro_xyz about the problem of "AI garbage" and degradation of neural networks (model collapse)

is such a solution possible?

--quality of prompts is very important precise instructions and strict limitations reduce the probability of getting "safe" but useless content

--long-term: signal quality transition from passive collection of internet spam to training on structured human experience
p\s - large LLM models are trained exactly this way (passive collection of internet spam)

instead of imitating texts AI should learn through reinforcement learning (RL), relying on how people actually solve problems, correct mistakes and choose compromises

-and the project is working on this solution

[Coinbase Markets 🛡️ @CoinbaseMarkets]

Assets added to the roadmap today: OPINION (OPN)
https://t.co/lyEugQo7Cv

[Opinion ⁒ @opinionlabsxyz]

NEW OPINION: NBA markets just dropped.🏀

Price the season.

https://t.co/x6haQaU83R

[Opinion ⁒ @opinionlabsxyz]

🚨NEW OPINION: Bitcoin Max Daily Volatility in Feb 2026

February Roller Coaster: Will BTC move $5,000 or more in a single day? — only on Opinion.

Trade now: https://t.co/rj2W44Rw3E

[Opinion ⁒ @opinionlabsxyz]

Market Update: LCK 2026 Playoffs Champion

On Opinion: Next LCK Champion — Gen.G Esports now leads with 56.7%, followed by T1 at 29.7%.

Trade now: https://t.co/CDF3atnUfk

[Samurai @MoldaviaOrange]

ETHGas is introducing the Open Gas Initiative, letting protocols incentivize their users to grow onchain adoption while ending gas fees anxiety for good.

@sparktvuganda @arbitrum @ArbitrumNovaARN

Join Open Gas: https://t.co/r6j7z3HSNW
https://t.co/V6acKJozAu

[ETHGAS @ETHGasOfficial]

Introducing the Open Gas Initiative - a way for protocols to subsidize gas for users, zero-code, for a seamless, frictionless onchain experience.

With OG cohort: @eigencloud, @ether_fi, @pendle_fi, @Velvet_Capital.

👇

[Samurai @MoldaviaOrange]

Tired of those crazy gas fees? ⛽️
I'm teaming up with Gassy Jack on his mission to build a Gasless Future. Collect beans, tackle quests, and unlock rewards by joining us. Let's grow this together! 💪

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[Samurai @MoldaviaOrange]

Discovered my Gas ID via ETHGas - turning my gas spend into rewards 🫘

As a Baby Jack, I've spent 0.0332 ETH on gas but earned 8 Beans back

Get your Gas ID and Beans here: https://t.co/krw8HiNPOC

[Samurai @MoldaviaOrange]

Be a @superformxyz

> raised $10M
> TVL $96M
> community-oriented project

[Samurai @MoldaviaOrange]

@chikchirik95 @superformxyz thanks for details bros

[Samurai @MoldaviaOrange]

ok just dont expect miracles daily keep pace while the system grows

[MadFan @vslyhcrypto]

You simply can't imagine the experience I got from @almanak
To say I was blown away is an understatement
Considering that I understand how AI works, it's simply superb
In short... it's 4 figsssssss and it's a trial run

[Samurai @MoldaviaOrange]

the expectation of no release makes sense if we remember that major models need more than parameter growth they need new architectural logic and broad stability testing the presence of an intermediate indexed stage really suggests they are still validating things the only nuance

[MadFan @vslyhcrypto]

after going through different prediction markets
i stopped at @opinionlabsxyz

today i had to choose between these 3 events

i chose gpt 6 released by…?
because i understand what i can say

i am sure there will be NO release this year
because this is an intermediate model with an index
this works badly at this stage
they need to make a very serious upgrade for a new version
you cannot just improve something slightly

these are the main points that play the most important role when placing the bet

[Samurai @MoldaviaOrange]

@chikchirik95 happy new week

[Samurai @MoldaviaOrange]

@chikchirik95 Zama it's a good