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Claude Computer Use The Agentic Revolution

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Claude Computer Use The Agentic Revolution

From Chatbots to Autonomous Agents: The Next Phase of Artificial Intelligence 

For years, artificial intelligence has been dominated by conversational assistants capable of answering questions, generating content, and supporting knowledge work. Today, however, the industry is undergoing a far more profound transformation: the shift from chatbots to autonomous AI agents capable of acting directly within digital environments and completing tasks end-to-end. This transition, widely referred to as
the Agentic Revolution, marks the emergence of a new class of systems that do not merely communicate, but observe, reason, and operate.

Early projects such as Manus AI demonstrated that agents could plan, decompose complex objectives, and coordinate multi-step reasoning. Building on this foundation, Anthropic’s Claude Computer Use now represents a major leap forward: one of the first commercially available AI agents capable of using a real computer autonomously, browsing the web, interacting with graphical interfaces, and executing full workflows in the same way a human operator would.

This development signals a fundamental change in how artificial intelligence interfaces with the digital world, transforming language models into fully operational digital workers.

How Claude Computer Use Works: The Computer-Using Agent Model

Claude Computer Use is based on the concept of a Computer-Using Agent (CUA). Rather than relying on predefined APIs or rigid automation scripts, the agent interacts directly with the operating system via the graphical user interface.

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The system visually perceives the screen using computer vision, recognises interface elements such as buttons, text fields, menus, and windows, and interprets them within a semantic and task-oriented context. Given a user objective, the model applies its reasoning capabilities to construct a plan by decomposing the task into a sequence of atomic actions, such as moving the cursor, clicking, typing, scrolling, and navigating between applications and web pages.

Crucially, Claude does not follow a fixed script. It can adapt to unexpected interface changes, recover from errors, reassess its strategy, and continue execution dynamically. This level of flexibility distinguishes it from traditional robotic process automation and brings its behaviour much closer to that of a human digital operator.

From Manus AI to Claude: The Evolution Towards Fully Operational Agents

Manus AI introduced the idea of general-purpose agents capable of long-horizon reasoning, task decomposition, and tool orchestration. However, its interaction with software systems was still largely mediated through structured tools and APIs.

Claude Computer Use removes this intermediary layer by allowing the agent to operate the computer directly. Any application, including legacy systems without modern integrations, becomes accessible. This shift moves autonomous agents from a conceptual framework into practical deployment, enabling real-world task execution across virtually any digital environment.

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Claude vs OpenAI Operator vs Google Mariner

Anthropic is not alone in developing agentic systems. OpenAI and Google are pursuing similar goals, each with a distinct strategic focus.

OpenAI Operator is designed for high-performance task execution across web and enterprise workflows, with deep integration into the GPT ecosystem and API-driven tooling. Its strengths lie in speed, scalability, and developer extensibility.

Google Mariner focuses on autonomous web navigation and large-scale information retrieval, leveraging tight integration with Chrome, Google Search, and Google Workspace. It is particularly well-suited to research, data collection, and productivity automation within Google’s ecosystem.

Claude Computer Use differentiates itself through its emphasis on general-purpose reasoning, interpretability, and safety. Anthropic has prioritised controlled autonomy, alignment, and robust governance, making Claude especially attractive for enterprise and regulated environments where reliability and risk management are critical.

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Business Implications: True Cognitive Task Automation

Computer-using agents unlock a new level of cognitive automation that extends far beyond repetitive process scripting.

In operations, they can interact with legacy systems, enter and validate data, generate reports, and coordinate internal workflows without custom integrations.

In marketing and sales, they can conduct market research, perform competitive analysis, update CRMs, manage campaigns, and publish content.

In finance, they can access banking portals, prepare financial statements, perform reconciliations, and support audit processes.

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In human resources, they can screen candidates, operate recruitment platforms, schedule interviews, and automate onboarding.

These capabilities effectively create a new category of worker: the autonomous digital employee, capable of performing knowledge-intensive tasks continuously, at scale, and with near-zero marginal cost.

Security and Privacy in the Age of Autonomous Agents

Granting AI direct control over computers introduces unprecedented security challenges. Such agents may handle credentials, access sensitive information, and execute actions with real operational consequences.

Potential risks include interface manipulation, visual prompt injection, execution errors, and insufficient auditability. In response, Anthropic has designed Claude Computer Use with layered safeguards: sandboxed environments, granular permission controls, human oversight for high-impact actions, comprehensive activity logging, and strict behavioural policies.

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In the agentic era, cybersecurity is no longer only about protecting data. It is about governing autonomous behaviour within complex digital infrastructures.

The Shift from Chatbots to Agents

The transition from chatbots to autonomous agents represents a structural change in software architecture.

Chatbots respond; agents act.

Chatbots operate in isolated turns; agents maintain a persistent state and long-term plans.

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Chatbots are reactive; agents can be proactive and goal-driven.

This evolution is giving rise to the agentic economy, in which organisations orchestrate fleets of specialised agents that research, plan, execute, and coordinate with one another across digital systems.

Conclusion: The Dawn of the Agentic Revolution

Anthropic’s Claude Computer Use marks a decisive step in the evolution of artificial intelligence from conversational tools to operational digital entities. While Manus AI laid the conceptual groundwork for autonomous agents, Claude demonstrates their practical viability by showing that a model can control a real computer and complete complex tasks independently.

The Agentic Revolution is not an incremental improvement. It is a paradigm shift: from passive tools to active digital collaborators, from assistants to operators, from software that advises to software that executes. In the coming years, competitive advantage will increasingly depend on how effectively organisations design, govern, and scale ecosystems of autonomous agents.

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We are witnessing the emergence of a new form of workforce: the autonomous AI workforce. And Claude Computer Use is one of the clearest early signals that this future has already begun.

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Binance Disputes Fortune Claims of Iranian Sanctions Breaches and Wrongful Terminations

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Nexo Partners with Bakkt for US Crypto Exchange and Yield Programs

TLDR:

  • Binance conducted internal review and found no evidence of sanctions violations tied to Iranian transactions 
  • Exchange operates under Abu Dhabi Global Market regulation plus 21 local jurisdictions worldwide 
  • Company denies firing investigators for raising compliance concerns about alleged sanctions breaches 
  • Binance invested heavily in compliance infrastructure since 2023 regulatory settlement with authorities

 

Binance has formally disputed a Fortune investigation claiming the exchange processed over $1 billion in Iran-related transactions.

The cryptocurrency platform sent a detailed rebuttal letter on February 15, addressing allegations published two days earlier.

The company stated that a comprehensive internal review found no evidence of sanctions violations. Binance emphasized its commitment to regulatory compliance and cooperation with authorities.

Company Denies Evidence of Sanctions Violations

Fortune’s February 13 article alleged that internal investigators uncovered substantial transaction volumes tied to Iran.

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The report suggested these transfers potentially violated international sanctions laws. Binance conducted a full internal review following the claims raised in the investigation.

The exchange stated it found no evidence supporting allegations of sanctions law breaches. This conclusion was reached after consultation with qualified legal counsel.

The company rejected assertions that violations were discovered and then suppressed. Binance characterized the Fortune report as containing material inaccuracies requiring correction.

The exchange operates under regulatory oversight from multiple jurisdictions worldwide. Binance holds authorization from the Abu Dhabi Global Market as its primary regulator.

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The platform also maintains licenses and registrations across 21 different local jurisdictions. These regulatory relationships require ongoing compliance monitoring and reporting.

Chief Executive Officer Richard Teng addressed the allegations through the social media platform X. He stated that the record must be clear regarding the absence of sanctions violations.

Teng also denied that investigators were terminated for raising compliance concerns. The CEO requested corrections to what he described as inaccurate reporting.

Enhanced Compliance Framework Since 2023 Resolution

Binance referenced its 2023 regulatory settlement when addressing compliance capabilities. The company has invested substantially in its sanctions screening infrastructure since that resolution.

These investments included expanded staffing dedicated to compliance functions. The exchange allocated resources to anti-money laundering controls and transaction monitoring systems.

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The platform described its compliance program as among the most robust in digital assets. Binance maintains internal standards that often exceed global regulatory requirements.

The company implements zero-tolerance policies on staff conduct violations and unauthorized data access. These policies extend to failures in observing internal compliance procedures.

The exchange questioned the sourcing and motivations behind the Fortune investigation. Binance noted the article relied heavily on anonymous sources while presenting speculation as fact.

The company emphasized that multiple legitimate channels exist for reporting compliance concerns. These include internal whistleblowing provisions and statutory protections for employees raising issues.

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Binance requested that Fortune review its statements and correct misleading implications. The exchange offered to provide additional context for more accurate reporting.

The company stressed that accuracy is critical when publishing allegations related to sanctions compliance. Binance affirmed its continued cooperation in meeting monitorship obligations and regulatory commitments across all jurisdictions.

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Wintermute adds tokenized gold to institutional OTC desk

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Wintermute adds tokenized gold to institutional OTC desk

Wintermute has rolled out institutional over-the-counter trading for tokenized gold, marking its entry into digital commodities amid rising interest in asset-backed tokens.

Summary

  • Wintermute added tokenized gold to its OTC desk.
  • Institutions can now trade and settle gold tokens on-chain.
  • The market is forecast to reach $15 billion by 2026.

The firm said on Feb. 16 that its OTC desk now supports trading in Pax Gold and Tether Gold, the two largest gold-backed tokens by market value. 

The service gives professional investors a way to gain exposure to physical gold through blockchain-based products, while keeping access to crypto-style settlement and liquidity. It comes in response to the increasing demand from institutions for transparent, stable assets that are easy to trade and settle fast. 

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Building on-chain access to gold markets

Wintermute will offer institutional clients algorithmically optimized spot execution as part of the new launch. Clients can settle trades in the way that suits them best. Transactions can be completed on-chain using major cryptocurrencies, stablecoins, or traditional fiat currencies.

This setup allows positions to be opened, adjusted, or closed instantly. It also helps move capital smoothly between markets while lowering settlement risk. For trading firms and investment funds, this structure makes it easier to manage liquidity and hedge exposure.

Instead of sticking to traditional choices like exchange-traded funds or buying physical gold bars and coins, more investors are starting to look at tokenized gold. These digital tokens are backed by real gold and allow investors to buy small fractions of it, making gold ownership more accessible. 

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They can also be traded easily, giving holders flexibility without the hassle of storing or transporting physical gold. That level of flexibility is hard to achieve in conventional markets.

Industry data shows that the total value of tokenized gold surged to around $5.4 billion by mid-February 2026, an increase of about 80% in just three months. 

Growth outlook and institutional interest

Wintermute chief executive Evgeny Gaevoy said the tokenized gold market could reach $15 billion by the end of 2026, nearly three times its current size. He pointed to rising institutional participation and demand for asset-backed digital products as key factors behind the forecast.

Trading volumes have also increased. During the fourth quarter of 2025, tokenized gold products recorded over $126 billion in turnover, outpacing several major gold ETFs.

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According to analysts, 24-hour trading and more transparent pricing are the main factors driving the growth. Prices are shown in real time, and investors are free to buy and sell whenever they want.

Despite the recent crypto market downturn, tokenized gold has remained popular among investors seeking stability and portfolio diversification. Wintermute’s most recent launch indicates a larger trend in the industry toward more reputable, institution-focused services.

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Wallet Founder Warns of Coordinated Scam Targeting XRPL Users

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Wallet Founder Warns of Coordinated Scam Targeting XRPL Users


XRPL users face coordinated scam surge, wallet founder says, as attackers deploy phishing, fake apps, and sign requests globally.

Xaman Wallet founder Wietse Wind has said that a “massive XRPL targeted scam effort” is underway, warning users about fake sign requests, phishing emails, and impersonation accounts.

His alert points to a rise in social engineering attacks aimed at crypto holders rather than flaws in the blockchain code.

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A Multi-Pronged Attack on XRPL Users

Wind wrote on X on February 16 that he had spent the weekend adding new filters and alerts to Xaman Wallet after detecting coordinated attempts to trick users into signing malicious transactions.

He listed several methods seen in recent days, including scam NFTs that promise token swaps, fake desktop wallet apps, and direct messages posing as support staff. The official wallet account repeated the warning, telling users not to click links, respond to DMs, or connect wallets to unknown websites.

According to Wind, the attacks usually focus on manipulating users rather than breaching software, with the scammers expanding beyond social media and sending phishing emails even though Xaman does not store user email addresses, suggesting attackers are relying on leaked data from unrelated breaches.

The tricksters are also reportedly promoting fake “desktop wallets,” despite Xaman being a strictly mobile application. Some fraudulent projects are even promising free tokens in exchange for users’ secret keys.

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Wind stressed that funds will stay safe if people avoid approving unknown transactions or sharing their keys.

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“No matter the amount of warnings, detection, filtering, alerts in the app and here on social: no scammer can get you if you don’t willingly / unknowingly interact with them,” he advised. “Your funds are perfectly safe in Xaman Wallet: just don’t sign any transaction you don’t trust, and don’t interact with anyone promising you free tokens.”

Scams Moving Beyond DeFi Exploits

The XRPL scam wave reflects a troubling industry-wide trend, with a PeckShield report from earlier in the year revealing that crypto scams and hacks drained more than $4.04 billion in 2025.

Of that total, $1.37 billion came from scams alone, a 64% increase from 2024. The firm said attackers are shifting toward tailored phishing campaigns that target individuals with large holdings instead of relying only on technical exploits.

Furthermore, the PeckShield report also found that centralized platforms and companies accounted for about 75% of stolen funds last year, up from 46% in 2024.

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These high-value thefts tied to deception extend beyond software wallets. On January 17, 2026, blockchain investigator ZachXBT reported that a victim lost about $282 million in Bitcoin (BTC) and Litecoin (LTC) through a hardware wallet scam. According to his findings, the attacker later moved the funds through THORChain and converted them to Monero (XMR).

Wind’s posts framed the latest campaign as a reminder that wallet security often depends on user decisions.

“This is a cat and mouse ‘game,’ and the scammers will not win,” he stated.

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Crypto.com Gets Certified on AI Amid Tech Rush

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Crypto.com Gets Certified on AI Amid Tech Rush

Crypto.com says it has become the first digital asset platform to receive an international certification for artificial intelligence systems management amid its continued expansion into the sector.

The company said on Monday that it received ISO/IEC 42001:2023 certification, an international standard governing the creation and implementation of an AI management system.

“Security and privacy continue to be a core focus for us, particularly as we scale our AI-driven infrastructure and services,” said Crypto.com information security chief Jason Lau, adding that the certification ensures “every AI system we develop and deploy is secure, transparent, and aligned with emerging regulatory expectations.”

Crypto.com co-founder and CEO, Kris Marszalek, said the certification was “an important step as we continue to leverage AI tools and technologies.”

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Crypto.com recently leaned into offering AI services that tie in with its crypto offering, launching software development kits and tailored data services. It also recently launched the AI agent platform ai.com on Feb. 9, which it considers a core business. 

The new website allows users to create AI agents that can perform everyday tasks such as trading and managing workflows.

Kris Marszalek speaking at a conference in 2018. Source: RISE

Marszalek said the goal of the company was to accelerate the capabilities of AI “by building a decentralized network of autonomous, self-improving AI agents that perform real-world tasks for the good of humanity.”

Related: Do Super Bowl ads predict a bubble? Dot-coms, crypto and now AI

Crypto executives and users have been enamored with AI, with companies rushing to offer AI services to keep up with the hype surrounding the technology.

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