📌 MAROKO133 Eksklusif ai: Anthropic launches Cowork, a Claude Desktop agent that w
Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company insiders, the team built the entire feature in approximately a week and a half, largely using Claude Code itself.
The launch marks a major inflection point in the race to deliver practical AI agents to mainstream users, positioning Anthropic to compete not just with OpenAI and Google in conversational AI, but with Microsoft's Copilot in the burgeoning market for AI-powered productivity tools.
"Cowork lets you complete non-technical tasks much like how developers use Claude Code," the company announced via its official Claude account on X. The feature arrives as a research preview available exclusively to Claude Max subscribers — Anthropic's power-user tier priced between $100 and $200 per month — through the macOS desktop application.
For the past year, the industry narrative has focused on large language models that can write poetry or debug code. With Cowork, Anthropic is betting that the real enterprise value lies in an AI that can open a folder, read a messy pile of receipts, and generate a structured expense report without human hand-holding.
How developers using a coding tool for vacation research inspired Anthropic's latest product
The genesis of Cowork lies in Anthropic's recent success with the developer community. In late 2024, the company released Claude Code, a terminal-based tool that allowed software engineers to automate rote programming tasks. The tool was a hit, but Anthropic noticed a peculiar trend: users were forcing the coding tool to perform non-coding labor.
According to Boris Cherny, an engineer at Anthropic, the company observed users deploying the developer tool for an unexpectedly diverse array of tasks.
"Since we launched Claude Code, we saw people using it for all sorts of non-coding work: doing vacation research, building slide decks, cleaning up your email, cancelling subscriptions, recovering wedding photos from a hard drive, monitoring plant growth, controlling your oven," Cherny wrote on X. "These use cases are diverse and surprising — the reason is that the underlying Claude Agent is the best agent, and Opus 4.5 is the best model."
Recognizing this shadow usage, Anthropic effectively stripped the command-line complexity from their developer tool to create a consumer-friendly interface. In its blog post announcing the feature, Anthropic explained that developers "quickly began using it for almost everything else," which "prompted us to build Cowork: a simpler way for anyone — not just developers — to work with Claude in the very same way."
Inside the folder-based architecture that lets Claude read, edit, and create files on your computer
Unlike a standard chat interface where a user pastes text for analysis, Cowork requires a different level of trust and access. Users designate a specific folder on their local machine that Claude can access. Within that sandbox, the AI agent can read existing files, modify them, or create entirely new ones.
Anthropic offers several illustrative examples: reorganizing a cluttered downloads folder by sorting and intelligently renaming each file, generating a spreadsheet of expenses from a collection of receipt screenshots, or drafting a report from scattered notes across multiple documents.
"In Cowork, you give Claude access to a folder on your computer. Claude can then read, edit, or create files in that folder," the company explained on X. "Try it to create a spreadsheet from a pile of screenshots, or produce a first draft from scattered notes."
The architecture relies on what is known as an "agentic loop." When a user assigns a task, the AI does not merely generate a text response. Instead, it formulates a plan, executes steps in parallel, checks its own work, and asks for clarification if it hits a roadblock. Users can queue multiple tasks and let Claude process them simultaneously — a workflow Anthropic describes as feeling "much less like a back-and-forth and much more like leaving messages for a coworker."
The system is built on Anthropic's Claude Agent SDK, meaning it shares the same underlying architecture as Claude Code. Anthropic notes that Cowork "can take on many of the same tasks that Claude Code can handle, but in a more approachable form for non-coding tasks."
The recursive loop where AI builds AI: Claude Code reportedly wrote much of Claude Cowork
Perhaps the most remarkable detail surrounding Cowork's launch is the speed at which the tool was reportedly built — highlighting a recursive feedback loop where AI tools are being used to build better AI tools.
During a livestream hosted by Dan Shipper, Felix Rieseberg, an Anthropic employee, confirmed that the team built Cowork in approximately a week and a half.
Alex Volkov, who covers AI developments, expressed surprise at the timeline: "Holy shit Anthropic built 'Cowork' in the last… week and a half?!"
This prompted immediate speculation about how much of Cowork was itself built by Claude Code. Simon Smith, EVP of Generative AI at Klick Health, put it bluntly on X: "Claude Code wrote all of Claude Cowork. Can we all agree that we're in at least somewhat of a recursive improvement loop here?"
The implication is profound: Anthropic's AI coding agent may have substantially contributed to building its own non-technical sibling product. If true, this is one of the most visible examples yet of AI systems being used to accelerate their own development and expansion — a strategy that could widen the gap between AI labs that successfully deploy their own agents internally and those that do not.
Connectors, browser automation, and skills extend Cowork's reach beyond the local file system
Cowork doesn't operate in isolation. The feature integrates with Anthropic's existing ecosystem of connectors — tools that link Claude to external information sources and services such as Asana, Notion, PayPal, and other supported partners. Users who have configured these connections in the standard Claude interface can leverage them within Cowork sessions.
Additionally, Cowork can pair with Claude in Chrome, Anthropic's browser…
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🔗 Sumber: venturebeat.com
📌 MAROKO133 Hot ai: US Navy’s MQ-4C Triton disappears from flight tracking over Pe
A U.S. Navy MQ-4C Triton high-altitude, long-endurance drone has vanished from public flight-tracking software while operating over the Persian Gulf.
The aircraft, which had been performing a routine surveillance mission, stopped transmitting its position data, leading to uncertainty regarding its current status or location.
The flight tracking dropout
The MQ-4C Triton was being monitored via open-source flight-tracking platforms as it conducted operations in the sensitive airspace of the Persian Gulf.
After maintaining a consistent flight path, the aircraft’s signal abruptly disappeared from these public viewers.
While such dropouts can occur for various reasons, the timing and location of this particular incident have drawn attention due to the strategic importance of the region and the high-profile nature of the Triton platform.
Operational security
Military aircraft often operate with their ADS-B (Automatic Dependent Surveillance-Broadcast) transponders turned off for operational security (OPSEC).
Going “dark” on public trackers is a common practice when a high-value asset enters a contested area or begins a sensitive phase of a mission.
Since the Triton is one of the Navy’s newest and most advanced surveillance tools, its absence from tracking data is frequently analyzed by maritime observers for signs of technical issues or regional friction.
The MQ-4C Triton’s surveillance mission
The MQ-4C Triton program is a cornerstone of the U.S. Navy’s “Family of Systems” approach to maritime domain awareness, intended to work in tandem with the manned P-8A Poseidon patrol aircraft.
Each Triton is a significant strategic investment, with a unit cost exceeding $120 million.
Any potential loss of an airframe represents not only a financial setback but a temporary degradation in the Navy’s ability to maintain real-time, high-resolution monitoring of maritime threats and illicit activities in the Middle East.
Geopolitical context of the Persian Gulf patrol
The Persian Gulf is a critical chokepoint for global energy supplies and a frequent site of friction between U.S. naval forces and Iranian maritime assets.
The Triton is specifically designed to monitor these high-traffic areas, providing a “persistent” eye that can stay airborne for over 24 hours at altitudes exceeding 50,000 feet.
The disappearance of the aircraft from public view coincides with heightened regional tensions, where the presence—or sudden absence—of high-tier ISR assets is closely monitored by international intelligence communities.
Unknown status
As of the latest reports, the official status of the airframe remains unknown. There has been no confirmation of a crash or a mechanical failure from the U.S. Navy.
The Persian Gulf remains a high-tension environment where the presence of advanced U.S. drones is a point of contention with regional actors.
Until the Navy provides an official update, it remains unclear if the signal loss was a routine tactical decision to become invisible to public trackers or if the aircraft encountered an actual in-flight emergency.
🔗 Sumber: interestingengineering.com
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