The Lesson of a Wrong Tag: Pakistan's State Insurer Board Reconstitution and Data Credibility in the Blockchain Era

A classification error can sometimes expose the weakness of an entire system. When an administrative report about the reconstitution of the board of Pakistan's state-owned National Insurance Company Limited (NICL) entered an analytical pipeline, the automated classifier slapped it with the tag cricket_asia. Reading the word board and seeing the region tag Asia, the machine concluded it was a story about a cricket board. But there was no player, no match, no league, no ranking. There was only the board of directors of a state enterprise, a cabinet committee, and a law. From this side of Chattogram to the far side of Islamabad, distance is not measured only in kilometres, but in the classification of news. For years I have watched information flows across both sides of the border. In sport, in politics, in commerce, the same thing happens: one word catches attention, and a whole story is built around it, a story that does not match the actual event. NICL's wrong tag leaves us with a large question for the blockchain era: if the information itself is misidentified, what is the point of writing it permanently into an immutable ledger? To understand why this matters, we must first know what actually happened. Under Pakistan's State-Owned Enterprises Act 2026 and the SOEs Policy 2026, the National Insurance Company Limited operates under the Commerce Division. A proposal to reconstitute its board travels as a summary from the Commerce Division to the Cabinet Committee on State-Owned Enterprises (CCoSOEs). The committee is chaired by Finance Minister Muhammad Aurangzeb. After approval, the appointment and nomination process begins, placing on the board both ex-officio directors and independent directors, two different roles with two different accountabilities. Here lies the first confusion. The individuals involved, including Muhammad Junaid Anwar Chaudhry and Jam Kamal Khan, are federal ministers, not cricket administrators. The CCoSOEs is a fiscal-governance body, not a cricket-governance body. The word that sent the machine down the wrong path was board. A corporate board of directors and a cricket board are entirely separate entities, yet a single word merges them. This event carries symbolic weight for me, because I have spent a lifetime watching the information flows of sport. Statistics, scorecards, rankings, all are forms of information infrastructure. And we have now entered an era in which the credibility of information is the greatest asset. The core promise of blockchain lies exactly here: that records should not change, that history should not be tampered with, that every transaction should be verifiable. But the NICL story teaches us that making information immutable is not enough; identifying it correctly matters just as much. Imagine if this news item's classification had been written into an immutable ledger. If a blockchain-based news archive had permanently imprisoned it under the cricket_asia tag. The error would no longer be correctable. Blockchain's greatest virtue, immutability, would become its greatest curse. A wrong metadata field would stand as truth forever, simply because it could not be deleted. This is the real lesson for blockchain-based governance. We usually think blockchain means anti-corruption, transparency, accountability. But transparency and accountability depend on the quality of information. If the raw material is polluted, the end product remains polluted no matter how precise the process. In tech terms, garbage in, garbage out. In the blockchain case, a terrifying version occurs: garbage in, immutable garbage out. There has been much discussion of how blockchain could serve state-enterprise governance. If board-formation documents, appointment decisions, meeting minutes and asset accounts were stored on a distributed ledger, the opportunity for one party to conceal information would shrink. If there were a verifiable record of who was appointed when, who was qualified as an independent director, who sat ex-officio, accountability would rise. Many countries have piloted blockchain in public procurement, land titles and subsidy distribution. But in the context of Pakistan's SOE reform, the core obstacle is not technological but organisational. The obstacle is linguistic and semantic ambiguity. One English word, board, denotes both a corporate governing body and a sporting governing body. This ambiguity confuses humans and machines alike. And if that ambiguity enters an immutable ledger, the confusion becomes permanent. Blockchain does not determine truth by itself; it only records what it is given. The work of verifying truth must be done by people, institutions and law. A second layer then appears. Information is not only classified; it depends on its source. NICL's news source is the Commerce Division and the cabinet committee's decision. If the source is reliable, the information is reliable. But suppose someone later alters the source, or an intermediary distorts the information. Blockchain can reduce the need for that intermediary, because information can travel directly from the original source to the ledger. The shorter the distance between source and information, the smaller the room for distortion. Yet a gap remains here too. If the original source itself is wrong, blockchain cannot detect it. Blockchain does not say whether information is true; it only says who provided it, when, in what order, and whether it changed afterwards. This is the famous oracle problem in information technology: how to bring the truth of the outside world into the ledger. NICL's wrong tag is a simple illustration of the oracle problem. An outside-world news item was misidentified on its way into the pipeline. Now consider the part rarely discussed. We speak of blockchain as a tool of good governance, but blockchain is itself a power structure. Who operates the ledger, who acts as validator, under whose rules consensus is reached, these are political decisions. If ledger-operating power is concentrated in a few hands, blockchain's decentralisation exists only on paper. Just as a committee decides in Pakistan's SOE reform, someone decides in a blockchain-based system too: who verifies, which information is valid, which tag is correct. Technology does not erase the question of power; it dresses it in new clothes. Here I reach a two-sided realisation. On one hand, storing state-enterprise records on blockchain can increase accountability, this is true. On the other, blockchain is no magic; it does not create truth, it preserves truth. And preserving a false truth makes it permanently false. NICL's story is therefore not an advertisement for blockchain, but a reminder of its limits. Looking from Chattogram, something else becomes visible. Our region has an old culture of information, where sources, rumours and half-truths blend together. Someone heard, someone said, someone wrote. In this blend, finding truth is hard. Blockchain's promise is to end this blend: one source, one history, one truth. But the NICL case shows that changing technology alone does not change the culture of information. If the habit of misreading the word board enters technology, it becomes more dangerous, because there is no longer anyone to appeal to against the error. Let me give an example from the world of sport. Sports information systems have the same problem. If someone misspells a player's name, it spreads through scorecards, statistics and archives. Year after year the error survives. If information is not labelled correctly, an entire history is distorted. Blockchain can make that error permanent, unless there is a human layer of label verification. Technology and people must work together. Now the question: how much does Pakistan's SOE reform actually relate to blockchain? Directly, little. There is no information that NICL uses blockchain. Board reconstitution is a conventional administrative process: summary, committee, approval, appointment. There is no distributed ledger, no smart contract, no token. Rather, there is a centralised decision system, where information flows upward and decisions come downward. So caution is needed here. Splicing the word blockchain onto any administrative news item does not make it blockchain news. The NICL event is not blockchain news; it is news of state-enterprise governance. Its relation to blockchain is conceptual only, concerning the credibility, immutability and classification of information. Passing this conceptual link off as a real link would be yet another misclassification of information. And that is precisely the error we are trying to avoid. This is the real point of the analysis. A wrong tag is not merely a technical fault; it is a symptom of a mindset. We want to reach conclusions quickly. We read one word and build an entire story. Machines do this out of speed; humans do it out of comfort. Blockchain does not solve the problem of speed, because blockchain increases speed, it does not reduce it. Transactions become faster, confirmations become faster, but verifying the truth of information is slow, laborious work. Looking ahead, one thing is clear. The role of information technology in state-enterprise governance will only grow. Many South Asian countries, including Pakistan, are moving toward digital governance. On this journey, blockchain can be a tool, but only when the human layer of classification, sourcing and verification is strong. Otherwise we will build a system that makes wrong information permanent. I recall a time when a small error in a sports information feed created enormous confusion. A name was wrongly attached to a result, and the error spread through every archive. It took many days and many people to correct it. Imagine if that information had been on an immutable ledger, how hard the correction would have been. NICL's wrong tag reminds us of this: technology does not free us from responsibility, it increases it. Now the most urgent question is the question of source. In any blockchain-based governance system, the first task is to build a reliable chain of sourcing. Who is providing the information, what is their identity, what are their credentials, how independent are they, unless these are verified, nothing should be written to the ledger. Just as the NICL board reconstitution distinguishes ex-officio directors from independent directors, information management must distinguish between sources. The role of each source should be clear. There is another layer, often ignored: the right to correction. In blockchain, immutability is a virtue, but the ability to correct errors is also needed. A balance must be kept between the two. Some systems keep the original record immutable while attaching a correction layer, where corrections are recorded but the original error is not erased. Such a two-layer arrangement could serve state-enterprise records: decisions remain immutable, but corrections remain visible. The greatest value of the NICL story is that it is a negative control. Information systems need samples that show where the system fails. This story shows what goes wrong when you classify only by region and keyword. Assuming cricket upon reading board, assuming sport upon seeing Asia, such errors are more dangerous in a blockchain-based information system, because correction is hard. Classification rules must therefore be stricter. I believe the true enemy of information credibility in the blockchain era is not technology but laziness. We want to identify quickly, to reach conclusions quickly. But correct identification takes time. The NICL board reconstitution process is itself slow, step by step: summary, committee, approval, appointment. Every step has verification. Information management needs the same patience. Speed and accuracy cannot be had together. In the South Asian context, one more thing matters. State enterprises here are often under political pressure. Appointments, removals, decisions, all carry a political shadow. In this situation, transparency of information matters more. Blockchain can be a tool of that transparency, if used correctly. But if used wrongly, it can make political pressure more invisible, because the ledger shows that information did not change, but does not show who provided it, under what pressure. Here is my hesitation. I trust in blockchain's potential, but I am no blind devotee. The NICL event reminds me that technology solves a problem only when the problem is correctly identified. The right solution to the wrong problem is no solution at all. This news item is an administrative event, but its misclassification teaches us the fundamental questions of information: who classifies, how they classify, and how credible that mark is. Now the part where ordinary discussion stops. We see blockchain as a borderless, stateless, neutral system. But in reality, behind every blockchain system lies a governance structure, a rulebook, a power relation. Who runs the nodes, who votes, who updates, these decisions are political, not technical. Just as a committee decides in Pakistan's SOE reform, someone decides in a blockchain system too. Technology hides that decision power; it does not erase it. And here NICL's wrong tag becomes a large symbol. A machine, on the basis of a rule, made a decision: this news is about cricket. That decision was wrong. But behind that decision was a rule, and someone made it, someone approved it. The error belongs not only to the machine but to the rule-maker. In a blockchain-based information system, the role of the rule-maker must be made clearer, not hidden. Looking ahead, one thing can be said. Information will be the greatest asset of the coming decade, and its credibility the greatest challenge. Blockchain can be one answer to that challenge, but not the only one. The answer will be multi-layered: technology, law, institutions and people, all together. NICL's administrative news and its wrong classification remind us of this truth: in the age of information, the most dangerous error is placing information in the wrong place. I leave one question. If tomorrow Pakistan's state enterprises move all their records onto blockchain, will misclassifications like NICL's shrink, or become permanent? The answer is not in technology's hands but in ours. Because the ledger only records; humans decide. And that decision determines whether information becomes truth, or lives forever under a wrong tag.