TNganthaveefreedom

[Supra @SUPRA_Labs]

You may well know that AI has a memory problem. But did you know it has an oracle problem, too?

The oracle problem is a well-understood one in blockchain:
A ledger is a perfect machine for agreeing on what's already inside it. The moment it needs to know something about the outside world, it has to trust an external source. Get that data wrong and the most secure system in the world faithfully records a lie. 📝

Structurally, AI is extremely similar. When an agent needs current information, the accepted workaround is this: query dozens of web pages, reconcile the contradictions, synthesize an answer. Three to five minutes later, you get a response. ⏰✅

Now multiply that by everyone: Ten people asking the same question. Ten agents crawling the same sites. Ten independent attempts to decide what's true, with no memory of the nine that came before. 🧐

LLMs are rebuilding the same knowledge from scratch, billions of times a day. And we still can't fully trust the result!

The answer is a shared, verifiable substrate of truth.

Agent conclusions anchored on-chain with a hash and a timestamp. Fast to retrieve. Immutable to verify. The redundant work done once, and reused.

Supra is already in the business of verifying external truth at scale. Our oracle network is live across 50+ blockchain ecosystems. "Supra Cognitive Modes" completes the retrieval layer. The L1 anchors the proofs. ⚓️

One stack. All three layers. Already being built. 🏗️

[TNganthaveefreedom @TNganthavee]

@MothershipSG Well that's not very nice of her....

[AltTex @tex_alt11847]

@kpottermn Singapore Airlines team arriving at Love Field

[TNganthaveefreedom @TNganthavee]

@OutdoorHorizon Luxury cruise around the world! If that is not enough; premium and luxury world travel!

Then a peaceful life!

[Sweet Aesthetic 🍒 @OutdoorHorizon]

🚨 Be honest 👀❤️

If you had all the gold in the world and the heart of Elon Musk level success 🚀💰… what would you gift your mother? 🥺👇

A. Dream house 🏡
B. Peaceful life 🌸
C. World travel ✈️
D. Everything she ever wanted ❤️

[Supra @SUPRA_Labs]

Most chains ask you to trust their throughput numbers. We would rather show you what the architecture lets you build. 🏗️

‣ A DeFi protocol that does not choke when the market moves, because transactions run in parallel, not in a queue.
‣ An agent that cannot break its own risk rules, because the rules live in consensus.
‣ A cross-chain product with no bridge to hack, because SupraNova settles L1-to-L1 directly.

Same stack. Same token. Same trust assumptions.

The benchmark is not the spec sheet. It is what ships on top. 🚀

[TNganthaveefreedom @TNganthavee]

@OutdoorHorizon As for spares, I would donate to universities around the world such that a few thousand students at a time wouldn't need to pay for University, invest in improving green tech and implementation and medical research.

[TNganthaveefreedom @TNganthavee]

@OutdoorHorizon I would invest in highly valued recession proof dividend paying stocks, place into funds that give me monthly payouts, go on holidays around the world and document them, and get some bitcoin.

Wait for gold prices to go down and buy more gold.

[Sweet Aesthetic 🍒 @OutdoorHorizon]

Be honest...👀

If this entire gold stash was yours and you sold it today…😎

what’s the first thing you’d buy? 👇

[Supra @SUPRA_Labs]

Why take the risk of a bridge hack? 🥷

Cross-chain has cost the industry billions. The pattern is always the same: external relayers, multi-sig assumptions, single points of failure.

HyperNova is our approach to removing the bridge as a category of risk. L1-to-L1 communication embedded in the Supra stack, without external oracles or relayers. 🔗

Trust the consensus of both chains. Not a committee in between. 🤝

[Supra @SUPRA_Labs]

Real talk about Supra tokenomics. 📊

We owe you straight answers, not a marketing deck.
Where we are honest:
→ Total supply is high. That creates real long-term price pressure without strong countermeasures.
→ Unlocks happen. Pretending they do not is not transparency, it is theatre.

Where we are working on:
→ Building deflationary mechanisms that strengthen the ecosystem over time, not just defend the chart short term.
→ Six distinct token utilities driving real, recurring demand: gas, staking, oracle fees, VRF, cross-chain settlement, agent execution.

We will keep showing the work! 💪

[Supra @SUPRA_Labs]

Sequential execution is the bottleneck of every major L1 today. 🐢

Most chains process transactions one at a time, in order. It works, but it puts a ceiling on throughput that DeFi has been bumping against for years.

SupraBTM, our Block Transactional Memory layer, is built around parallel execution. Independent transactions run concurrently. Dependent ones are serialised only where they have to be. ⚡

That is the architectural shift. The throughput follows.

[Supra @SUPRA_Labs]

Four things achieved this month while the timeline argued about narratives:

→ Recognised as Mastercard Start Path alumni alongside the names actually building Web3 infrastructure that works.
→ SupraOS alpha cohort is running. Real agents, real on-chain rule enforcement, real feedback loop with the founders in the alpha.
→ The 1,000x minimum gas fee upgrade went live on mainnet. Not glamorous. Necessary. It hardens the network against spam at scale.
→ Ethereum -> SUPRA reverse bridge on testnet.

Heads down. Shipping. 🛠️

[Supra @SUPRA_Labs]

Supra is no longer just a blockchain project.
We are becoming a blockchain and AI organisation. @supraosai is at the centre of that. 🤖

What this actually means:
→ The L1 is the trust layer. Consensus, settlement, verifiable execution.
→ SupraOS is the agent layer. Where autonomous software actually works.
→ Together: rails for AI that can be trusted to act, not just to talk.

We have spent months working toward this shift. This is where we are headed.

[CryptoAudiKing @CryptoAudiKing]

SUPRA community, make sure we go show love and support to the people who stood strong for $SUPRA this whole time.

While the price was dropping, while the hate comments were loud, and while people doubted, some kept building, posting, supporting, and believing.

Those are the real ones. 💎

Now it’s our turn to show them love. Go like, comment, repost, and support the ones who never switched up.

$SUPRA strong. 🚀

@SUPRA_Labs @JoshuaTobkin

[Supra @SUPRA_Labs]

Starkey Mobile Wallet updated! 🏗️

Version 5.15.2 includes the following updates:

🔧 Customise gas amount for Supra transactions
🔧 Improved swap reliability with simulation and easy retry on failure
🔧 Enhanced performance with the latest React Native architecture upgrade

[Supra @SUPRA_Labs]

How we are thinking about the validator set on Supra. 🧠

The validator set is the most important decision a network makes, and we are not rushing the criteria.
What we are anchoring on:
→ Hardware and uptime standards that match the network's load profile.
→ Geographic distribution rather than concentration.
→ Skin in the game through stake commitments and slashing.
→ Genuine community representation, not just well-funded operators.

If you have run nodes before and want to be in the conversation as we finalise the framework, stay tuned! 🛰️

[Supra @SUPRA_Labs]

Why take the risk of a bridge hack? ⚠️

Cross chain has cost the industry billions. The pattern is always the same: external relayers, multi-sig assumptions, single points of failure.

HyperNova is Supra's approach to removing the bridge as a category of risk. L1 to L1 communication, embedded in the Supra stack, without external oracles or relayers. 🔐

[TNganthaveefreedom @TNganthavee]

@OutdoorHorizon Get as much reliable dividend paying stocks and ETFs as possible, go on plenty of overseas holidays and adventures and find how I can use my new wealth to help people that resonates with me the most.

[Supra @SUPRA_Labs]

Congrats on mainnet, @Pharos_network ! 👏

We've been privileged to provide our Oracle service to Pharos, and love to see this huge milestone in your development. 🚀