Lookonchain APP

App Store

Microsoft is transforming Windows into an agent workbench, enabling AI to directly operate computers while reducing token consumption.

59 minutes ago

Beating AI Insight News Flash: Microsoft has unveiled Windows' "hybrid intelligence" initiative, which will enable AI Agents to execute tasks directly on personal computers. Once authorized, Copilot can access local files and recent activity, organize documents, troubleshoot issues, and write code. In a Microsoft demo, the AI automatically gathered tax filing materials, renamed files, packaged attachments, and drafted an email to send to accountants. The core of this solution lies in the collaboration between on-device AI and cloud AI: Copilot takes charge of task reception, while Windows provides access to files and operational capabilities. Some tasks can be handled by the on-device model, reducing cloud token consumption and keeping sensitive data local. For tasks requiring stronger reasoning capabilities, the cloud model will be called in. To support on-device operation, Microsoft has compressed the 137-billion-parameter programming model MAI Code 1.1 Flash to 53GB, enabling it to run on high-performance PCs equipped with RTX Spark. GitHub Copilot will also automatically select between on-device and cloud models via HydraFusion, eliminating the need for paid cloud inference for certain coding tasks. Microsoft has also launched the MXC security sandbox, which restricts the files and networks that Agents can access to prevent unauthorized operations. MXC is now officially available. New capabilities for Copilot, such as local file access and PC operation execution, will roll out to Copilot+ PCs over the coming months.

Relevant content

Upbit to List PONS

Upbit will list PONS on its KRW, Bitcoin, and USDT trading pair markets.

6 minutes ago

PONS surged over 12% in a short period before pulling back, with its current market cap standing at $281.3 million.

According to HTX market data, PONS surged more than 12% in a short period before pulling back, likely driven by news that Upbit will list PONS in its KRW, BTC, and USDT trading pairs. The token is currently trading at $0.4212, with a market cap of approximately $281.3 million. Earlier, on October 7, Coinbase announced the launch of spot trading for Pons (PONS).

6 minutes ago

Ethereum OG pinosaur.eth unstakes 9,618 $ETH ($24.58M), deposits to Kraken after 9-year hold

Ethereum OG pinosaur.eth, who bought ETH at a cost as low as $50, unstaked all 9,618 $ETH ($24.58M) and deposited it into #Kraken 8 hours ago. pinosaur.eth originally bought 7,459 $ETH at $50 9 years ago, spending $373K at the time, now worth $19.26M.

6 minutes ago

Metis launches the Rise Monthly Developer Incentive Program, rewarding teams that deploy AI Agents on its Andromeda mainnet.

Metis has announced the launch of the Metis Rise monthly developer incentive program, rewarding teams that deploy new AI Agents on the Metis Andromeda mainnet, acquire real users, and generate genuine on-chain economic activity. Metis noted that while many teams can build Agents capable of answering queries, very few have achieved paid adoption, verifiable identity, and sustained transactional trust. The Metis Rise program aims to support developers in exploring this space, fostering innovation, and driving the growth of AI Agent applications within the Metis ecosystem. Metis also shared that it is building an execution and data layer tailored for AI Agents, and Andromeda’s Decentralized Sequencer (DSeq) eliminates single points of failure in trustless exchange dependencies between Agents. The program focuses on AI Agents’ "economic usability," addressing four key needs: payments (x402), identity (ERC-8004), stablecoin escrow, and independently verifiable on-chain signature receipts. For eligibility, developers must meet the following monthly requirements: - No fewer than 15 monthly active users (MAUs) - Each counted user must complete at least 3 qualifying transactions on Metis Andromeda, or have a settlement value of no less than $2 (in m.USDC, m.USDT, or METIS) - Core user transactions, settlement volumes, and gas fees must occur on the Metis Andromeda mainnet The program is open to all developers, but limited to projects newly deployed on the Andromeda mainnet. It supports any AI Agent framework and hosting method, including ClawUp, GOAT AgentKit, or custom-built backends, and is compatible with GOAT Network’s dual-chain architecture. Metis Rise is hosted by Metis, with ClawUp, GOAT Network, and LazAI as ecosystem partners.

6 minutes ago

Bithumb will list CASHCAT and AIA KRW trading pairs

According to official announcements, Bithumb will list AIA and CASHCAT trading pairs against the South Korean won (KRW). The trading is scheduled to open at 2 PM and 3 PM local time today.

6 minutes ago

NEAR sees $12.7 million in new large orders today, with a bullish whale planning to take profits.

According to TradingBeats, NEAR is trading at approximately $5.333, up around 7.96% in the past 24 hours. Two whales hold a combined ~$5.764 million in NEAR long positions on Hyperliquid, with unrealized profits of ~$70,000. Both placed large orders today: For the $5.487–$5.987 range, one long trader submitted 99 "reduce-only" sell orders this morning totaling ~$4.459 million, covering ~98% of their current position. The account holds ~791,600 NEAR long tokens worth ~$4.222 million, with an average entry price of $5.29984 and unrealized profits of ~$27,000. Its first take-profit level at $5.4876 is ~2.9% above the current price, meaning its exit plan will trigger soon if the uptrend continues (0x590f). Additionally, for the $5.108–$5.18 range, an address added 15 buy orders this morning totaling ~$8.324 million, planning to add more long positions after NEAR drops ~2.9% to 4.2% from current levels. The account holds ~289,100 NEAR long tokens worth ~$1.542 million, with an average entry price of $5.18547 and unrealized profits of ~$43,000. Its pending buy amount is ~5.6 times its existing position (0x152e).

6 minutes ago

Popular tokens

BitcoinEthereumHyperliquidSolanaTRONBNBTetherAaveXRPPepeFartcoinOndoJupiterUniswapBonkPendleEthenaArbitrumAvalancheLidoChainlinkPolygonDogecoinCardano