MM Chain King

Tech enthusiast

[MM Chain King @MMChainKing]

@WalrusProtocol @WalrusProtocol turns 1!!!

https://t.co/Se4f3R0xaN

[MM Chain King @MMChainKing]

Proof of Existence: Reflections on Verifiable Data and @WalrusProtocol First Anniversary

A few months ago, I attempted to locate an article I had bookmarked in 2019. It had vanished, replaced by a 404 error. The publication had been acquired, liquidated, and its domain redirected to an SEO-optimized landing page for wellness products. The original author had migrated to Substack, and the digital record of their work had simply dissolved.

This is not an isolated incident; it is a systemic failure. Research from Harvard’s Library Innovation Lab indicates that approximately 25% of links in New York Times articles published over the last decade have suffered from "link rot." Academic papers in Nature frequently cite sources that are no longer accessible. Even the cultural milestones of the last decade—the tweets and digital discourse of 2014—are increasingly difficult to retrieve. We have outsourced our collective memory to the Internet Archive’s Wayback Machine, assuming that a single nonprofit entity can indefinitely preserve the receipts of our civilization.

The Fragility of Our Digital Foundation

The stakes extend far beyond broken links. Modern society is built upon this ephemeral infrastructure:

Legal Precedent: Case law now frequently cites live webpages that may change or disappear.

Artificial Intelligence: Models are trained on datasets containing unindexed URLs that can no longer be audited.

Political Integrity: Deepfakes circulate rapidly; by the time journalists can verify the authenticity of a clip, the news cycle—or the election—has passed.

Contractual Disputes: Legal agreements are often finalized against PDFs where version control relies entirely on mutual trust rather than cryptographic proof.

Verifiable data is the essential, albeit unglamorous, solution to this "trust me, bro" paradigm. It is not enough for data to exist; it must be mathematically provable. We require a system where any auditor can verify that a file originated from its claimed source, remains unaltered, and is physically persistent—rather than merely existing as a line item in a pitch deck.

The Walrus Approach: Beyond "Pinky-Promise" Storage

As Walrus marks its first anniversary, it is worth examining why its architecture matters. Most decentralized storage solutions fall into three categories:

IPFS Pinning: Effective, yet reliant on monthly payments to node operators; if the payment stops, the data disappears.

Arweave: A robust "permaweb" solution, provided one can navigate the upfront endowment costs and slower speeds.

Filecoin: High utility, but often plagued by complex retrieval processes and high latency.

Walrus utilizes a sophisticated form of erasure coding (humorously dubbed "Red Stuff") to fragment "blobs" of data across a distributed network of storage nodes. The protocol continuously challenges these nodes to prove they still hold their respective fragments. If a node fails or goes offline, the data is reconstructed from remaining fragments. If a node attempts to provide fraudulent data, the protocol "slashes" its stake. Because coordination is handled via the Sui blockchain, payments and proofs settle in seconds, offering a user experience comparable to traditional cloud services.

Real-World Applications

The utility of verifiable storage is not speculative; it addresses immediate gaps in our digital infrastructure:

AI Provenance: Instead of relying on a lab's verbal assurance that they did not scrape copyrighted material, model cards can link to a verifiable training set on Walrus, making transparency a technical requirement rather than a PR gesture.

Media Authenticity: By pinning C2PA-signed originals to Walrus, news organizations can provide a cryptographic "gold standard." A browser could instantly verify if a video is a legitimate Reuters dispatch or a synthetic generation.

Scientific Integrity: Walrus provides a permanent home for raw sequencing data, experimental logs, and Jupyter notebooks, ensuring research remains reproducible long after a specific grant has expired.

NFT Longevity: Many digital assets from the 2021 boom are currently hosted on expired private plans. Walrus offers a path to genuine "on-chain" permanence for assets that would otherwise succumb to 404 errors.

Institutional Archiving: For governments, DAOs, and legal discovery, the ability to prove that a specific document existed at a specific time—without relying on a central service provider—is a transformative legal tool.

A Web That Remembers

The vision is straightforward: the web should possess a permanent memory. This stability should not depend on the whims of service providers or the financial health of tech conglomerates, but on mathematical certainty. While other teams have laid the groundwork, Walrus has distinguished itself by delivering fast, cost-effective, and consumer-ready verifiable storage on a Layer 1 blockchain within its first year.

I have already utilized the protocol to mirror drafts, back up personal photos, and preserve a subreddit slated for deletion. As Walrus enters its second year, we move closer to an internet that finally possesses a memory as long as its influence.

Happy Birthday, Walrus.

$WAL $SUI #Walrus

[MM Chain King @MMChainKing]

Proof of Existence: Reflections on Verifiable Data and @WalrusProtocol First Anniversary

A few months ago, I attempted to locate an article I had bookmarked in 2019. It had vanished, replaced by a 404 error. The publication had been acquired, liquidated, and its domain redirected to an SEO-optimized landing page for wellness products. The original author had migrated to Substack, and the digital record of their work had simply dissolved.

This is not an isolated incident; it is a systemic failure. Research from Harvard’s Library Innovation Lab indicates that approximately 25% of links in New York Times articles published over the last decade have suffered from "link rot." Academic papers in Nature frequently cite sources that are no longer accessible. Even the cultural milestones of the last decade—the tweets and digital discourse of 2014—are increasingly difficult to retrieve. We have outsourced our collective memory to the Internet Archive’s Wayback Machine, assuming that a single nonprofit entity can indefinitely preserve the receipts of our civilization.

The Fragility of Our Digital Foundation

The stakes extend far beyond broken links. Modern society is built upon this ephemeral infrastructure:

Legal Precedent: Case law now frequently cites live webpages that may change or disappear.

Artificial Intelligence: Models are trained on datasets containing unindexed URLs that can no longer be audited.

Political Integrity: Deepfakes circulate rapidly; by the time journalists can verify the authenticity of a clip, the news cycle—or the election—has passed.

Contractual Disputes: Legal agreements are often finalized against PDFs where version control relies entirely on mutual trust rather than cryptographic proof.

Verifiable data is the essential, albeit unglamorous, solution to this "trust me, bro" paradigm. It is not enough for data to exist; it must be mathematically provable. We require a system where any auditor can verify that a file originated from its claimed source, remains unaltered, and is physically persistent—rather than merely existing as a line item in a pitch deck.

The Walrus Approach: Beyond "Pinky-Promise" Storage

As Walrus marks its first anniversary, it is worth examining why its architecture matters. Most decentralized storage solutions fall into three categories:

IPFS Pinning: Effective, yet reliant on monthly payments to node operators; if the payment stops, the data disappears.

Arweave: A robust "permaweb" solution, provided one can navigate the upfront endowment costs and slower speeds.

Filecoin: High utility, but often plagued by complex retrieval processes and high latency.

Walrus utilizes a sophisticated form of erasure coding (humorously dubbed "Red Stuff") to fragment "blobs" of data across a distributed network of storage nodes. The protocol continuously challenges these nodes to prove they still hold their respective fragments. If a node fails or goes offline, the data is reconstructed from remaining fragments. If a node attempts to provide fraudulent data, the protocol "slashes" its stake. Because coordination is handled via the Sui blockchain, payments and proofs settle in seconds, offering a user experience comparable to traditional cloud services.

Real-World Applications

The utility of verifiable storage is not speculative; it addresses immediate gaps in our digital infrastructure:

AI Provenance: Instead of relying on a lab's verbal assurance that they did not scrape copyrighted material, model cards can link to a verifiable training set on Walrus, making transparency a technical requirement rather than a PR gesture.

Media Authenticity: By pinning C2PA-signed originals to Walrus, news organizations can provide a cryptographic "gold standard." A browser could instantly verify if a video is a legitimate Reuters dispatch or a synthetic generation.

Scientific Integrity: Walrus provides a permanent home for raw sequencing data, experimental logs, and Jupyter notebooks, ensuring research remains reproducible long after a specific grant has expired.

NFT Longevity: Many digital assets from the 2021 boom are currently hosted on expired private plans. Walrus offers a path to genuine "on-chain" permanence for assets that would otherwise succumb to 404 errors.

Institutional Archiving: For governments, DAOs, and legal discovery, the ability to prove that a specific document existed at a specific time—without relying on a central service provider—is a transformative legal tool.

A Web That Remembers

The vision is straightforward: the web should possess a permanent memory. This stability should not depend on the whims of service providers or the financial health of tech conglomerates, but on mathematical certainty. While other teams have laid the groundwork, Walrus has distinguished itself by delivering fast, cost-effective, and consumer-ready verifiable storage on a Layer 1 blockchain within its first year.

I have already utilized the protocol to mirror drafts, back up personal photos, and preserve a subreddit slated for deletion. As Walrus enters its second year, we move closer to an internet that finally possesses a memory as long as its influence.

Happy Birthday, Walrus.

$WAL $SUI #Walrus

[MM Chain King @MMChainKing]

I expect MPs to be well-informed. He is definitely NOT informed at all about the dual marketing system in Zim's tobacco. Auction Floors don't buy tobacco. He is posing the question to the wrong person. It's called ignorance. He should know a thing called Price Matrix used in the marketing of tobacco. The price at the contract floors should be at least as high as the average price at the auction floors. Granted, this price matrix is flawed, but the MP should be questioning all those things. The dual marketing system itself is also flawed. The MP should be taking industry leaders to task about that. His questions are akin to bar talk. The kind of discussions you hear at a growthpoint bar. It's very disappointing!!!

He even suggests that "maybe uncontracted farmers should be allowed to sell at contract floors". Those who understand the challenges in the tobacco industry know that the flaws in the dual marketing system should be fixed. The MP should be aware or should have done his homework.

[MM Chain King @MMChainKing]

You are becoming emotional like the ignorant MP. Tobacco prices, and indeed prices for any agricultural commodity, are not influenced by how the poor farmers are toiling in the fields. Even if they "sadharara", that will not influence prices. IT is the market forces. He has no clue about tobacco classification, but he concludes that tobacco on the auction floors is better than on contract floors! We all know that contracted farmers generally have better access to agronomy services and inputs, so generally, contracted tobacco has better quality than auction tobacco.

[MM Chain King @MMChainKing]

$IKA moved to @solana, but I didn't see the memo on what happens to tokenomics? Did I miss it?
@d3h3d_ @ikadotxyz @omersadika @ycscaly

[MM Chain King @MMChainKing]

First, you admitted your code repo was malicious, but you claimed you got hacked. Which was a lie. You then deleted your initial comments and asked me to delete my post?? Now, you claim GitHub took down the repo, which you took down yourself after being exposed. Give me a break! Now it's AI slop!!🤣🤣🤣🤣

[MM Chain King @MMChainKing]

Be careful with free sniper-bot code on GitHub and other repos!

@plinkoed, maintains this @github repo: https://t.co/jksVRK42fS. It has over 500 forks, so many people may be using this code.

A security audit of this repo reveals the following:

CRITICAL FINDING: Malicious Package Detected

redis-om-type in package.json line 34 is a malicious typosquat of the legitimate redis-om package.

What it does
- Published just 2 days ago (2026-04-07) by this account ([email protected])

- Copies metadata from the real redis-om (same author name, homepage, keywords) to appear legitimate

- Pulls in a hidden dependency forge-jsx, which runs 4 postinstall scripts at npm install time, including postinstall-agent.mjs and postinstall-bootstrap.mjs — classic supply chain attack

patterns for exfiltrating secrets and installing backdoors
- No code in this repo imports or uses redis/redis-om — it exists solely to execute its install hook

Why this is dangerous for you specifically:

This is a Solana wallet bot that loads a private key from env vars (WALLET_PRIVATE_KEY / WALLET_KEYPAIR_FILE). The malicious postinstall scripts are designed to steal exactly this type of
credential.

[Adeniyi.sui @EmanAbio]

Unlimited TPS and zero gas was always the answer. SUI was always the solution. All robots welcome. 🦾

[Adamski Jahman @jahman_adamski]

The shakeout we so needed LFG

[MM Chain King @MMChainKing]

@advocatemahere @grok, what did Jani do??

[d3h3d 「🦑」 @d3h3d_]

a long term vision with multiple layers

ZUD is the end game but it’s not a zero sum game - @ikadotxyz provides value across the board to everyone

1 year - existing projects level up
3-4 years - full ZUD taking over
10 years - 90% of crypto transactions

[MM Chain King @MMChainKing]

@Techzim @KMutisi You are hoping to get a reasonable analysis from @KMutisi ?? 🤣🤣🤣🤣

[MM Chain King @MMChainKing]

@bbmhlanga @NewsDay_Zim @ZANUPF_Official You get your answer from this video! It’s a mafia organization with code of conduct. If they hope for a pardon or for better treatment in prison, they have to remain loyal!! https://t.co/xObYWIo1s4

[Luno @LunoGlobal]

Buy with crypto at almost 700,000 merchants across South Africa using Luno Pay and earn up to 10% back in USDT on every purchase.

[MM Chain King @MMChainKing]

@TembaMliswa @PMalaga2022 Haaa, bhuru ndi bhuru zveshuwa!! 🤣🤣🤣🤣

[Dhara Blessed Mhlanga @bbmhlanga]

This is a story I write everyday- how a government has destroyed an economy to the point that once going concerns are struggling on the weight of taxes and regulations and can’t pay workers. An economy of the few.

[zimDaily @ZimDaily]

Who is your “Zimbabwe’s Person Of The Year - 2025”