Artificial Intelligence · Explainer
AI hallucinations: why they happen and how to reduce them
Language models sometimes state things that are not true with full confidence. Learn where this behavior comes from and what actually helps reduce it.
Explainers
Explainers that cover AI, finance, tokenization and crypto concepts from the ground up, with verifiable sources.
Articles in this section
Crypto & Web3 · Explainer
Transaction tracing and on-chain analysis
Because every transaction on a public blockchain is recorded, it is possible to follow the money. Learn how this tracing works, why it relies on assumptions and who can use it.
Development & Building with AI · Explainer
Astro Content Collections: content at scale
When a site grows from a few pages to hundreds of articles, the problem is no longer writing but keeping everything consistent. See how Astro solves this with typed collections.
Development & Building with AI · Explainer
Astro: why use it for sites with thousands of pages
When a site has thousands of content pages, every architectural decision is multiplied. Based on the official documentation and dated field data, see what Astro does well in this scenario and where its limits are.
Crypto & Web3 · Explainer
Smart contract audits: method and limits
An audit reduces the risk of a smart contract, but does not eliminate it. Learn what auditors examine, with which tools, and what lies beyond their reach.
Artificial Intelligence · Explainer
How to automate business processes with AI
Automating with AI starts with the process, not the tool. This guide shows how to choose what to automate, where AI makes sense and how to keep control over the result.
Finance & Digital Economy · Explainer
What central banks are and how they work
The central bank sets the benchmark interest rate, issues money and looks after the soundness of banks. Learn about its functions, how monetary policy works and what the independence set out in law means.
Crypto & Web3 · Explainer
Why Bitcoin has a fixed supply
The 21 million bitcoin cap is not written in a contract and does not depend on a central bank. It is the result of an issuance rule in the code, checked by every computer on the network.
Crypto & Web3 · Explainer
Blockchain against record fraud: the real limits
A blockchain makes a record hard to change after it is made, but it does not guarantee the record was correct when it went in. Here is what real projects show and where the limit lies.
Crypto & Web3 · Explainer
How the Bitcoin blockchain works
The Bitcoin blockchain is a public ledger that no one controls alone and that becomes harder to alter every ten minutes. Here is how it works, piece by piece.
Crypto & Web3 · Explainer
Blockchain and public spending transparency
Recording every public expense on a blockchain sounds like the ultimate fix for corruption. Here is what pilots and official reports have found and which limits still stand.
Crypto & Web3 · Explainer
Crypto wallets: custodial vs. non-custodial
Every crypto wallet answers one question: who controls the private key? The answer determines who can move the funds, who can lose them and whom you will have to turn to if something goes wrong.
Artificial Intelligence · Explainer
How to build a chatbot with your own documents
An assistant that answers based on your organization's manuals, contracts and policies is one of the most common uses of AI. This roadmap shows the decisions at each stage and where projects usually go wrong.
Development & Building with AI · Explainer
How Claude Code works as a coding agent
Claude Code doesn't just suggest code: it reads the project, runs commands and checks the result. Based on Anthropic's documentation, here is how that loop works and where the controls are.
Tokenization & Real-World Assets · Explainer
How to analyze the risks of a tokenization project
Before looking at the technology, look at what is behind it. This guide organizes the analysis of a tokenization project into seven layers, with what to ask for and what to watch in each.
Crypto & Web3 · Explainer
Tokenomics: how to analyze it before judging a project
Tokenomics is the set of rules that defines how many tokens exist, who gets them, when they reach the market and what they are for. Reading these rules doesn't tell you whether a project is good, but it shows who gains and who bears the risk.
Artificial Intelligence · Explainer
How to evaluate the quality of AI responses
A well-written AI response is not, for that reason, a correct response. Here is how to tell the two apart with clear criteria, from personal use to systematic testing.
Finance & Digital Economy · Explainer
How fintechs make money
A no-fee account and free Pix transfers don't mean a service without revenue. Here is where fintechs' money comes from, how much of it is regulated and why many end up depending on credit.
Tokenization & Real-World Assets · Explainer
How real estate tokenization works
Tokenizing a property is not putting the deed on a blockchain. It means building a legal structure that defines what the token is worth and linking it to an asset that, in Brazil, remains recorded in the land registry.
Crypto & Web3 · Explainer
Rollups: how they expand network capacity
Rollups process transactions off Ethereum and use the main network as an anchor. Understanding the internal parts shows where the extra capacity comes from and where the trust lies.
Crypto & Web3 · Explainer
Multi-party computation applied to security
Multi-party computation lets several parties compute a result together without any of them seeing the others' data. Here is how it works, where it came from and how it is used to protect cryptographic keys.
Artificial Intelligence · Explainer
Context, memory and information retrieval in AI
A language model doesn't remember you the way a person does. What it uses to answer depends on what fits in the context, what was saved to memory and what is retrieved on the spot.
Tokenization & Real-World Assets · Explainer
Smart contracts applied to real-world assets
In a property, a receivable or a debenture in token form, the smart contract enforces rules. It does not guarantee the asset, does not replace the legal contract and may have administrators with broad powers.
Crypto & Web3 · Explainer
What smart contracts are and how they work
A smart contract is a program that enforces rules by itself on a blockchain. See where the idea came from, how it works, where it tends to fail and where it fits in Brazilian law.
Crypto & Web3 · Explainer
Verifiable credentials: practical uses
A verifiable credential is a digital document whose origin and integrity anyone can check. Understand the roles, what verification proves and where it is already used.
Crypto & Web3 · Explainer
Cryptocurrency taxes in Brazil: obligations and limits
How cryptocurrency is taxed in Brazil depends on where the asset is held in custody. Transactions in the country follow one rule; assets on foreign platforms have followed another, stricter one since 2024. And the way to report to the tax authority changed in July 2026.
Development & Building with AI · Explainer
Cursor: how to develop software with AI assistance
Cursor is a code editor with a built-in AI agent that reads the project, edits files and runs commands. Understand the workflow, the security controls and what research says about productivity and quality.
Tokenization & Real-World Assets · Explainer
Tokenized asset custody: who controls what
Having the token in your wallet does not mean controlling the asset. In a tokenized asset, custody is split among whoever holds the asset, whoever records ownership, whoever has the keys and whoever manages the contract.
Crypto & Web3 · Explainer
Institutional crypto custody: how it works
When a fund, a bank or an exchange holds crypto assets on behalf of others, the job goes far beyond having a wallet. It involves protecting private keys, segregating assets, reconciling records and proving that the asset exists.
Finance & Digital Economy · Explainer
Diversification: benefits and limitations
Not putting all your eggs in one basket limits the damage when one basket falls. But some falls knock over every basket at once, and diversifying does not change that.
Finance & Digital Economy · Explainer
Drex: proposal, architecture and project status
Drex was born as Brazil's central bank platform for tokenized money and assets. The pilot exposed a privacy problem the tested technology did not solve, and the project changed course. See what it was, what was tested and where it stands.
Finance & Digital Economy · Explainer
Embedded finance: financial services inside platforms
Opening an account in a store's app or taking credit at checkout looks simple. Behind it, a licensed institution provides the service. Learn who is responsible for what and what Brazil's 2025 rule changed.
Artificial Intelligence · Explainer
Prompt engineering: techniques with real applications
Writing good requests for a language model is less a trick and more a method: clarity, examples, structure and testing. See what official sources and research say and how to apply it day to day.
Artificial Intelligence · Explainer
How to choose an AI platform for your business
Choosing an AI platform is not choosing the model at the top of a ranking. It is deciding who will handle the company's data, how much it will cost over time and what happens when the vendor changes. Here is a roadmap to compare options carefully.
Finance & Digital Economy · Explainer
ETFs: how exchange-traded funds work
An ETF is a fund that tries to replicate an index and whose shares trade on the stock exchange like a stock. The idea is simple; the details of operation, cost and tax explain what it delivers and what it does not.
Development & Building with AI · Explainer
Git and GitHub: a workflow for AI projects
When an AI agent edits files and makes commits, Git becomes your safety net. Based on official documentation, see how to organize branches, review and protections so nothing reaches the main version without you seeing it.
Development & Building with AI · Explainer
GitHub Copilot: workflow and limitations
GitHub Copilot ranges from autocomplete to an agent that opens pull requests on its own. See how each part fits into the workflow, what the documentation itself says about its limits and what independent studies found.
Crypto & Web3 · Explainer
Crypto scams: how to spot and report them
Pyramid schemes, fake exchanges, romance scams, fake support and promises of guaranteed profit. Learn how these scams work, how to check an offer before transferring any money and where to turn in Brazil.
Finance & Digital Economy · Explainer
Digital financial scams: how to avoid and respond to them
A digital scam rarely depends on a technical flaw: it almost always depends on someone convincing you to act in a hurry. Learn the most common patterns, the habits that reduce risk and the step-by-step for the first hours after a fraud.
Crypto & Web3 · Explainer
Bitcoin halving: how it works and what it changes
Every 210,000 blocks, the number of new bitcoins created per block is cut in half. See where this rule comes from, what it actually changes and what is just market narrative.
Development & Building with AI · Explainer
Internationalization and hreflang in Astro projects
Hreflang tells Google that two pages are the same thing in different languages. There are only a few rules, but a single reciprocity error makes the search engine ignore all of them.
Artificial Intelligence · Explainer
Generative AI: how models create text, images and code
Writing a paragraph, painting a landscape and continuing a voice recording seem like different tasks. Underneath, generative AI does the same thing: it learns what data usually looks like and produces new samples similar to it.
Artificial Intelligence · Explainer
Multimodal AI: text, images, video, voice and sensors
Models that read a photo, hear a question and answer out loud are already part of everyday life. See how they bring different types of data together and which limits still apply.
Artificial Intelligence · Explainer
Artificial intelligence in contract analysis
AI tools promise to read contracts in seconds and flag risky clauses. Understand what they actually do, where they go wrong and why professional review is still necessary.
Artificial Intelligence · Explainer
AI in education: learning, authorship and assessment
Students and teachers already use generative AI in everyday school life. See what research says about when it helps learning, when it gets in the way and what happens to authorship and assessment.
Artificial Intelligence · Explainer
AI in programming: how much work it automates
Some studies show programmers 56% faster with AI, and another showed them 19% slower. Understand what each piece of evidence measures and what it does not allow you to conclude.
Artificial Intelligence · Explainer
AI in healthcare: applications, limits and accountability
Artificial intelligence already reads scans, summarizes medical records and answers questions about symptoms. Learn what the evidence shows, where it fails and who is accountable for decisions in Brazil.
Artificial Intelligence · Explainer
AI in customer service: applications and risks
Chatbots and AI assistants already answer customers on many channels. See where they help, where they get things wrong and why the company remains responsible for what the bot says.
Crypto & Web3 · Explainer
Decentralized identity: concepts and applications
Decentralized identity promises that you, not a platform, control your identifiers and data. See how DIDs and wallets work, where blockchain is involved and where it is not needed.
Finance & Digital Economy · Explainer
Inflation: causes, measurement and consequences
Inflation is the loss of money's purchasing power. See where it comes from, how it is measured in Brazil, how the inflation-targeting system tries to control it and who loses most when it rises.
Finance & Digital Economy · Explainer
Compound interest: how it works in practice
Compound interest is interest calculated on interest. The idea is simple, but the effect grows over time, both in an investment and in a debt. See how to do the math and where it tends to mislead.
Finance & Digital Economy · Explainer
Global interest rates and their effects on assets
Interest rates set in Washington and Frankfurt move the prices of bonds, stocks, real estate and currencies worldwide, including in Brazil. Understand the channels, without forecasts.
Crypto & Web3 · Explainer
Layer 1 and layer 2: how blockchains scale
Public blockchains process few transactions in order to stay open and secure. Layer 2 networks try to solve this by taking work off the main chain, but they bring risks of their own.
Crypto & Web3 · Explainer
LGPD and blockchain: tensions and possibilities
Brazil's LGPD assumes personal data can be corrected and deleted. Blockchain was designed so that nothing can be changed. Understanding this clash, and the technical options available, avoids projects that are out of step with the law from day one.
Crypto & Web3 · Explainer
Tokenization and capital markets: regulatory limits
Putting a share, a bond or a fund unit on a blockchain changes the format of the record, not the nature of the investment. See where regulation draws the line and what is still being tested.
Finance & Digital Economy · Explainer
Financial liquidity: what it means in practice
Liquidity is how much time and how much money you lose turning an asset into cash in your account. It seems like a detail until the day you need the money and it isn't available.
Crypto & Web3 · Explainer
How consensus mechanisms work
Every blockchain needs computers that do not know each other to agree on the same list of transactions. Here are the major families of consensus, what each one guarantees and what each one sacrifices.
Tokenization & Real-World Assets · Explainer
The secondary market for tokenized assets
Reselling a token that represents an investment is not just a matter of pressing a button in a digital wallet. Here are the trading models that exist and what regulators in Brazil and abroad allow as of October 2026.
Crypto & Web3 · Explainer
MiCA: the European framework for crypto-assets
Since December 2024, the European Union has had a single rulebook for crypto-asset offerings and for the firms that trade and hold them. Here is what it covers, what it leaves out and what changed when the transition ended in July 2026.
Crypto & Web3 · Explainer
How Bitcoin mining works
Mining Bitcoin means competing to produce the next block in the chain. Here is what miners compute, how the network keeps the pace of one block every ten minutes and why its energy use divides opinion.
Artificial Intelligence · Explainer
Reasoning models: capabilities, costs and limits
Some AI models “think” before answering: they write intermediate steps that you often don't even see. This improves certain tasks, but it costs time, money and transparency.
Crypto & Web3 · Explainer
What is Bitcoin and how does it work: a complete guide
Bitcoin is at once a network, a set of rules and a unit of digital value. See how the pieces fit together, where the system's security comes from and which risks come with using it.
Crypto & Web3 · Explainer
What is a DAO and how does its governance work
A DAO is a group that holds funds and makes decisions through smart contracts and on-chain voting. In practice, power tends to concentrate, and the label does not settle legal questions.
Crypto & Web3 · Explainer
DeFi: what is decentralized finance
DeFi is the name given to financial services provided by programs running on blockchains, with no bank or broker in the middle. The promise is open access; the risks are in the code, the governance and the market.
Crypto & Web3 · Explainer
What is Ethereum and how does it work
Ethereum is a blockchain where anyone can publish programs that run the same way on thousands of computers. See how the pieces work and where the risks lie.
Artificial Intelligence · Explainer
What is artificial intelligence and how does it work
Artificial intelligence has become a label for almost everything. Here you will see what the term means in official definitions, how a system learns from data and why it still makes mistakes.
Tokenization & Real-World Assets · Explainer
What is asset tokenization
Tokenizing means representing a right over an asset in a shared, programmable digital ledger. The idea is simple; what the token actually guarantees to its buyer depends on the legal structure behind it.
Artificial Intelligence · Explainer
What are AI agents and how do they carry out tasks
A chatbot answers questions. An agent receives a goal, chooses the steps, uses tools and checks the result. See how this works on the inside and where it tends to go wrong.
Finance & Digital Economy · Explainer
CBDCs: what are central bank digital currencies
A CBDC is digital money issued directly by the central bank. Almost every central bank is studying the idea, but very few have launched one, and the reasons say a lot about the subject.
Artificial Intelligence · Explainer
LLMs: what are large language models
Behind the AI assistants that write, summarize and translate is a type of program called an LLM. See what it is, how it learns and where it tends to go wrong.
Crypto & Web3 · Explainer
Memecoins: why they exist and what the risks are
Memecoins are born from internet jokes, characters and trends and are worth whatever the market will pay. Learn why they multiply and why the risk of loss is so high.
Crypto & Web3 · Explainer
What are stablecoins and how do they hold their value
Stablecoins are crypto assets designed to always be worth the same as a currency, almost always the US dollar. Here is what supports that promise, when it has broken, and which risks fall on the people who use them.
Finance & Digital Economy · Explainer
Open Finance in Brazil: how data sharing works
Open Finance lets you take your financial data from one institution to another and make payments from different apps. Here is how the architecture works, what the rules require of consent and where the limits are.
Crypto & Web3 · Explainer
Blockchain oracles: architecture and risks
In decentralized finance, what decides whether a loan gets liquidated is a number: the price reported by the oracle. Understanding where that number comes from and how it can be distorted explains a large share of attacks on DeFi protocols.
Tokenization & Real-World Assets · Explainer
Oracles: how a physical asset reaches the blockchain
A blockchain does not know whether the rent was paid, whether the gold is in the vault or what a fund share is worth. The oracle carries that information into the network, and much of a tokenized asset's trust rests on it.
Finance & Digital Economy · Explainer
Instant payments around the world: the main models
Many countries already move money in seconds, at any hour. The systems look the same to users, but they differ in who controls them, who can take part and how much they are used.
Crypto & Web3 · Explainer
Crypto wallet phishing: how to protect yourself
Scammers do not need to break a wallet's cryptography. They only need to convince you to hand over your seed phrase, sign a permission or copy the wrong address.
Finance & Digital Economy · Explainer
Pix: how Brazil's instant payment system works
Behind a Pix that lands in seconds are two core components run by the Central Bank of Brazil, the SPI and the DICT, and a set of rules defining who takes part and how. Here is the path of a transaction and the newest features.
Finance & Digital Economy · Explainer
Personal financial planning: a model for getting organized
Financial planning does not start with choosing an investment. It starts with knowing where your money comes from and where it goes, and with giving each part of it a destination and a deadline.
Crypto & Web3 · Explainer
Blockchain bridges: how they work and where they fail
Blockchains do not talk to each other. Bridges make the connection by holding assets on one side and issuing representations on the other, and that is why they have become one of attackers' favorite targets.
Artificial Intelligence · Explainer
Why enterprise AI projects fail
Many AI projects stall at the pilot stage or deliver less than they promised. Studies and surveys of companies point to recurring causes, and almost none of them is the model itself.
Crypto & Web3 · Explainer
Anti-money laundering on crypto platforms
Crypto exchanges and custodians have the same basic anti-money laundering duties as a bank. Learn what they are, where they come from and why a platform may ask for documents or hold a transfer.
Artificial Intelligence · Explainer
Data privacy when using AI tools
Everything you write or attach in an AI assistant leaves your computer and is processed by another company. Knowing where it goes, how long it stays and who can read it is the first step to using these tools without exposing you, your clients or your company.
Crypto & Web3 · Explainer
Privacy on public blockchains: what is visible
On Bitcoin and Ethereum, anyone can see the amounts, dates and addresses of every transaction. The only thing protecting you is the distance between those addresses and your name, and that distance is usually shorter than it looks.
Crypto & Web3 · Explainer
Smart contracts with an admin key
Many smart contracts have an owner who can pause them, change the rules or swap the code. Learn what these powers are, why they concentrate risk and what limits them.
Development & Building with AI · Explainer
How to measure productivity in AI projects
Feeling that AI speeds up your work is not the same as measuring that it does. See which metrics to use, which ones mislead and how to set up a simple experiment on your team.
Tokenization & Real-World Assets · Explainer
How fractional ownership of assets works
Splitting an expensive asset among many people is an old idea. What changes from one form to another is what each participant actually holds: a piece of the asset, a period of use or just a right to its returns.
Crypto & Web3 · Explainer
How to protect a wallet's seed phrase
The 12 or 24 words your wallet shows when you create it are, in practice, the wallet itself. Learn how to store them without exposing them and without risking losing them.
Crypto & Web3 · Explainer
Zero-knowledge proofs: proving without revealing data
A zero-knowledge proof convinces someone that a statement is true without showing the information behind it. See how this is possible, what it is used for and where its limits lie.
Artificial Intelligence · Explainer
RAG: how to connect artificial intelligence to documents
Language models do not know your contracts, manuals or internal reports. RAG solves part of this: it finds the right passages and hands them to the model before it answers.
Crypto & Web3 · Explainer
Ransomware and cryptocurrency: money flows and prevention
Holding data hostage for ransom has become an industry, and cryptocurrency is its preferred means of payment. Learn how the money flows, what official figures show and which prevention and response measures authorities recommend.
Tokenization & Real-World Assets · Explainer
Real estate tokenization in Brazil: who regulates what
There is no single law on real estate tokenization in Brazil. Each piece of the operation falls under a different authority, and knowing which is which helps you tell a regular offering from an unbacked promise.
Crypto & Web3 · Explainer
Crypto regulation in Brazil: who oversees what
In Brazil, no single body handles cryptocurrencies. The Central Bank supervises exchanges, the CVM steps in when a token is an investment, the tax authority receives data and Coaf receives money laundering alerts.
Crypto & Web3 · Explainer
Stablecoin regulation: the international picture
Seven jurisdictions, seven timelines. See what official laws and rules require of stablecoin issuers and exchanges, what is already in force in October 2026 and what is still under consultation.
Finance & Digital Economy · Explainer
Emergency fund: how to size yours
There is no official number of months. There are criteria: what your essential month costs, how stable your income is and how long it would take you to get back on your feet.
Finance & Digital Economy · Explainer
How to interpret investment risk and return
A return figure on its own says little. To understand an investment, you need to know which return is meant, over what period, after what and with what chance of going wrong.
Artificial Intelligence · Explainer
How to calculate the ROI of AI in business
Calculating the return on an AI project requires counting every cost, measuring the before and after of the same process and separating time savings from financial gains. Here is how to do the math without fooling yourself.
Crypto & Web3 · Explainer
How to investigate the security of a DeFi protocol
No check guarantees that a DeFi protocol is safe. But a few questions, almost all of which you can verify yourself, show where the risks lie before you deposit.
Finance & Digital Economy · Explainer
The Selic rate: how it reaches credit and the economy
The Selic is not the rate you pay at the bank. It is the starting point of a chain that runs through banks, the exchange rate, asset prices and expectations before reaching credit, consumption and inflation.
Finance & Digital Economy · Explainer
How the modern financial system works
Every time you get paid, settle a bill or invest, several institutions work together. See how the financial system is organized, who operates it, who supervises it and where the risks lie.
Crypto & Web3 · Explainer
Staking: how it works, rewards and risks
Staking means depositing crypto-assets to help validate a proof-of-stake network and earning rewards for it. Learn where that payment comes from, why it is not guaranteed and what you risk with each option.
Development & Building with AI · Explainer
Supabase: authentication, database and access rules
With Supabase, the browser talks directly to the database. That is only safe if the access rules live in the database itself. See how the three pieces fit together.
Finance & Digital Economy · Explainer
Tesouro Direto: bonds, fees and risks
Tesouro Direto is how individuals in Brazil buy federal government bonds. See what each bond pays, how much it costs to hold, how to exit before maturity and where the risks lie.
Tokenization & Real-World Assets · Explainer
Does a token represent legal ownership of a property?
In Brazil, the owner of a property is whoever appears on its registration record at the Property Registry. Learn why a token does not change that and what it can actually represent.
Tokenization & Real-World Assets · Explainer
Token and property title: what is the difference
A property registration record and a blockchain are both forms of record. But one carries public faith and legal effect over the property; the other proves who controls a digital unit. Understand the difference.
Tokenization & Real-World Assets · Explainer
Commodity tokenization: gold, energy and agriculture
Gold, energy and grain are physical goods or attributes measured off the network. The token is a promise about that good, and it is only worth as much as the custody, the record and whoever is responsible for them.
Tokenization & Real-World Assets · Explainer
How debenture tokenization works
A tokenized debenture is still a debenture: a company's debt, with an indenture, a trustee and CVM rules. The token changes the record and the trading, not the risk of whoever owes.
Tokenization & Real-World Assets · Explainer
Real estate tokenization in the United States
In the United States, a real estate token is usually a security representing a stake in a company that owns the property. Learn the SEC rules, the role of counties and what real cases show.
Tokenization & Real-World Assets · Explainer
Tokenization of artworks and collectibles
Buying a fraction of a painting through a token sounds simple. But the work stays in a vault, the right to reproduce it stays with the artist and, depending on the promise made, the token may be a security.
Tokenization & Real-World Assets · Explainer
Receivables tokenization: structure and how it works
A receivables token gives the right to part of a stream of payments a company is due to receive. Behind it, the structure that protects investors is securitization, and the CVM treats it as such.
Tokenization & Real-World Assets · Explainer
Government bond tokenization: uses and limits
Government bonds have been digital in Brazil for decades. Tokenization promises instant settlement and programmable rules, but official tests show specific gains and limits that remain unsolved.
Tokenization & Real-World Assets · Explainer
Real estate tokenization: advantages and limitations
Fractionalization, transfers in minutes and automatic payments are the most cited promises. Reports from international regulators and Brazilian rules show where they hold up and where they still hit limits.
Tokenization & Real-World Assets · Explainer
Tokenization in the European Union: legal challenges
The European Union has rules for crypto-assets and a pilot for securities on blockchain, but tokenizing financial assets remains difficult. The problem lies less in the technology and more in how each layer of law sees the token.
Tokenization & Real-World Assets · Explainer
Why tokenizing an asset does not eliminate risk
A token changes the way an asset is recorded and transferred. The property, credit or company behind it keeps the same risks, and the technology may even add some new ones.
Tokenization & Real-World Assets · Explainer
How to tokenize contracts and credit rights
Tokenizing a contract is not putting the PDF on a blockchain. It means transferring, with legal validity, the right to receive a payment, and only then representing that right in tokens, within capital markets rules.
Tokenization & Real-World Assets · Explainer
Equity tokens and debt tokens
A token can make you a shareholder of a company or a creditor of it. It sounds like a technical detail, but it changes what you receive, when you receive it and what is left if the business fails.
Artificial Intelligence · Explainer
How tokens work in AI models
Every piece of text you send to an AI model is cut into chunks called tokens. Understanding that split helps you predict costs, limits and some curious errors.
Development & Building with AI · Explainer
TypeScript: why adopt it in modern projects
TypeScript adds to JavaScript a type check that runs before the program does. See what it catches, what it misses, what the studies say and how to start without rewriting your project.