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Context is an easy way to monitor on-chain activity in other people's crypto wallets, so users never miss out on new and trending NFT projects. Anyone can use Context to monitor wallets of friends, influencers, DAOs, and celebrities.
AI security operations startup Mate Security completes $35 million Series A financing, total funding exceeds $50 million
According to TNW, AI security operations startup Mate Security announced the completion of a $35 million Series A funding round led by Canaan Partners, with participation from Insight Partners, Team8, and Microsoft's venture fund M12, bringing total funding to over $50 million. This comes less than a year after the company emerged from stealth mode. Mate Security was founded by former employees of Wiz and Microsoft. Its core product is the "Security Context Graph," which empowers AI security agents with business context by building an organizational knowledge layer, enabling them to make judgments based on actual enterprise operational conditions when handling alerts, effectively reducing false positive rates.
企业 AI 基础设施公司 Modus 完成 1000 万美元种子轮融资
Modus 同步推出"Context Warehouse"产品，通过学习业务数据的实际使用模式，为 AI Agent 提供精准上下文，可将不必要的检索及 Token 消耗降低最高 10 倍。
Claw Intelligence closes $3 million seed funding round, with participation from Castrum Istanbul and others
According to official announcements, Web3 intelligence-layer project Claw Intelligence has raised $3 million in seed funding. Investors include Castrum Istanbul, Titans Ventures, Super Labs, and Genesis Capital. Claw Intelligence is simplifying user interaction with the Web3 ecosystem and underlying computing resources through its unified intelligence layer, lowering operational barriers. The platform leverages an encryption-native Model Context Protocol (MCP) service to transform fragmented data endpoints into conversational workflows. New features include a secure, isolated large language model (LLM)-powered code execution sandbox that safely runs code directly within the chat interface—enabling real-time computation, data processing, and script prototyping; and LLM-driven cross-device/multi-computer control, allowing users to centrally manage multiple devices and servers via natural-language commands.
PrimePiper Launches Prime Broker Dedicated to AI Agents, Enabling Multi-Exchange Connectivity, Cross-Venue Reconciliation, and Risk Control & Audit Capabilities
PrimePiper has launched an enterprise-grade prime broker platform for AI agents, designed to address challenges including fragmented account management, inadequate risk control, inability to reconcile across venues, and insufficient compliance auditing in AI-driven automated trading. According to the company, its infrastructure supports unified connectivity to multiple trading venues—including Hyperliquid, OKX, Tiger Brokers, and Interactive Brokers (IBKR). For risk control, PrimePiper offers enterprise-grade API key management, spending limits, and circuit-breaker mechanisms to constrain AI agent trading behavior. At the execution layer, it enables automated strategy execution via SDK or the Model Context Protocol (MCP). For compliance and auditing, it provides audit-grade reporting capabilities tailored for funds and traders. PrimePiper has been selected for the latest cohort of Founders Inc’s accelerator program; its product is currently in the Alpha stage. Team members hail from Galois Capital, Kraken, DRW, and AWS.
Vercel CEO: Attackers Stole API Keys via Malware, Impact Broader Than Initially Assessed
Vercel CEO Guillermo Rauch (@rauchg) announced that Vercel is conducting an in-depth investigation into the April 2026 security incident. The investigation revealed that the attackers initially breached Vercel’s systems via Context.ai’s account—a startup—but their activities extended far beyond this initial intrusion. Threat intelligence indicates that the attackers distributed malware to steal Vercel account credentials and API keys from other service providers, then used those keys to rapidly and extensively enumerate non-sensitive environment variables. To trace the root cause, Vercel has processed nearly 1 petabyte of network and API logs. Vercel is collaborating with industry partners—including Microsoft, AWS, and Wiz—to respond jointly and has proactively notified other potentially affected parties, urging them to rotate credentials and adopt security best practices.
Vercel: Unauthorized Access to Internal Systems Following Breach of Third-Party AI Tool; No Sensitive Data Tampered With
Vercel has released an analysis of a security incident, stating that certain internal systems were accessed without authorization. The breach originated from a third-party AI tool, Context.ai, used by an employee, which was compromised. Attackers leveraged this to take over the employee’s Google Workspace account and access some environment configuration data. Preliminary impact assessment indicates that a small number of customers’ environment variables—unmarked as “sensitive” (e.g., API keys, tokens)—may have been exposed. Affected users have been notified and advised to immediately rotate their credentials. At present, there is no evidence that data explicitly marked as “sensitive” or the supply chain (e.g., npm packages) has been tampered with. Vercel notes that the attackers demonstrated a high level of technical sophistication. The company is collaborating with Mandiant and multiple security organizations to investigate the incident and has filed a report with law enforcement. Vercel also confirms that its platform services remain fully operational. Users are advised to enable multi-factor authentication, comprehensively rotate potentially exposed environment variables, and review account activity logs and deployment records to mitigate further risk.
Vercel CEO: Attackers Stole API Keys via Malware, Impact Broader Than Initially Assessed
Vercel CEO Guillermo Rauch (@rauchg) announced that Vercel is conducting an in-depth investigation into the April 2026 security incident. The investigation revealed that the attackers initially breached Vercel’s systems via Context.ai’s account—a startup—but their activities extended far beyond this initial intrusion. Threat intelligence indicates that the attackers distributed malware to steal Vercel account credentials and API keys from other service providers, then used those keys to rapidly and extensively enumerate non-sensitive environment variables. To trace the root cause, Vercel has processed nearly 1 petabyte of network and API logs. Vercel is collaborating with industry partners—including Microsoft, AWS, and Wiz—to respond jointly and has proactively notified other potentially affected parties, urging them to rotate credentials and adopt security best practices.
Vercel: Unauthorized Access to Internal Systems Following Breach of Third-Party AI Tool; No Sensitive Data Tampered With
Vercel has released an analysis of a security incident, stating that certain internal systems were accessed without authorization. The breach originated from a third-party AI tool, Context.ai, used by an employee, which was compromised. Attackers leveraged this to take over the employee’s Google Workspace account and access some environment configuration data. Preliminary impact assessment indicates that a small number of customers’ environment variables—unmarked as “sensitive” (e.g., API keys, tokens)—may have been exposed. Affected users have been notified and advised to immediately rotate their credentials. At present, there is no evidence that data explicitly marked as “sensitive” or the supply chain (e.g., npm packages) has been tampered with. Vercel notes that the attackers demonstrated a high level of technical sophistication. The company is collaborating with Mandiant and multiple security organizations to investigate the incident and has filed a report with law enforcement. Vercel also confirms that its platform services remain fully operational. Users are advised to enable multi-factor authentication, comprehensively rotate potentially exposed environment variables, and review account activity logs and deployment records to mitigate further risk.
Google launches agent Gemini Spark for AI Pro users outside the US
Google has begun rolling out Gemini Spark to Google AI Pro users outside the United States. Spark is a personal AI agent that runs 24/7 in the background, capable of handling heavy tasks based on user instructions. According to the test account Testing Catalog, the product's next major upgrade will support true MCP (Model Context Protocol), with related features already in development.
Numerai manages approximately $700 million in assets, with cumulative NMR repurchases totaling $3.2 million over the past year
decentralized hedge fund Numerai has completed its third strategic purchase of NMR, acquiring an additional $1.2 million worth of NMR from the open market, bringing its total NMR repurchases over the past year to $3.2 million. Numerai stated that this repurchase is used to support its staking system. This system allows independent data scientists to stake NMR on models. Models that perform better in predicting future market data will receive additional NMR, while those that underperform will lose their staked tokens. Numerai noted that since announcing its first strategic repurchase in July 2025, its number of active accounts has more than doubled. It has also launched infrastructure including Numerai Skills, the Numerai Model Context Protocol, and Atomic Blockchain Staking. Numerai currently manages approximately $700 million in assets, up from around $560 million at the end of 2025. Numeraire is a fixed-supply Ethereum token with a cap of 11 million NMR. This repurchase was executed on the open market over several weeks via Coinbase Institutional.
Base Launches MCP Gateway, Enabling On-Chain Application Operations via AI Interfaces like ChatGPT and Claude
: Base, the Ethereum scaling network incubated by Coinbase, has launched Base MCP, aiming to connect AI interfaces with Base wallet infrastructure.Through this integration, users can use natural language commands in AI tools that support the MCP open standard to complete token swaps, fund transfers, and interact with Base ecosystem applications. Supported AI interfaces include Claude, ChatGPT, Cursor, and others.Base MCP will serve as a secure gateway between user Base accounts and AI interfaces. At its initial launch, it will connect with applications such as Morpho, Bankr, Moonwell, Avantis, Aerodrome, Virtuals, and Uniswap, covering scenarios including lending, swaps, perpetual contracts, new tokens, and AI Agent issuance.MCP stands for Model Context Protocol, originally proposed by Anthropic, and is an open standard for connecting AI models with external tools and data sources.
PrimePiper Launches Prime Broker Dedicated to AI Agents, Enabling Multi-Exchange Connectivity, Cross-Venue Reconciliation, and Risk Control & Audit Capabilities
PrimePiper has launched an enterprise-grade prime broker platform for AI agents, designed to address challenges including fragmented account management, inadequate risk control, inability to reconcile across venues, and insufficient compliance auditing in AI-driven automated trading. According to the company, its infrastructure supports unified connectivity to multiple trading venues—including Hyperliquid, OKX, Tiger Brokers, and Interactive Brokers (IBKR). For risk control, PrimePiper offers enterprise-grade API key management, spending limits, and circuit-breaker mechanisms to constrain AI agent trading behavior. At the execution layer, it enables automated strategy execution via SDK or the Model Context Protocol (MCP). For compliance and auditing, it provides audit-grade reporting capabilities tailored for funds and traders. PrimePiper has been selected for the latest cohort of Founders Inc’s accelerator program; its product is currently in the Alpha stage. Team members hail from Galois Capital, Kraken, DRW, and AWS.
Vercel: Unauthorized Access to Internal Systems Following Breach of Third-Party AI Tool; No Sensitive Data Tampered With
Vercel has released an analysis of a security incident, stating that certain internal systems were accessed without authorization. The breach originated from a third-party AI tool, Context.ai, used by an employee, which was compromised. Attackers leveraged this to take over the employee’s Google Workspace account and access some environment configuration data. Preliminary impact assessment indicates that a small number of customers’ environment variables—unmarked as “sensitive” (e.g., API keys, tokens)—may have been exposed. Affected users have been notified and advised to immediately rotate their credentials. At present, there is no evidence that data explicitly marked as “sensitive” or the supply chain (e.g., npm packages) has been tampered with. Vercel notes that the attackers demonstrated a high level of technical sophistication. The company is collaborating with Mandiant and multiple security organizations to investigate the incident and has filed a report with law enforcement. Vercel also confirms that its platform services remain fully operational. Users are advised to enable multi-factor authentication, comprehensively rotate potentially exposed environment variables, and review account activity logs and deployment records to mitigate further risk.
TRON Announces Integration of deBridge MCP, Expanding Multi-Chain Execution Capabilities for AI Agents
Odaily News TRON has announced the integration of deBridge's Model Context Protocol (MCP) server into the TRON network, enabling seamless cross-chain execution capabilities through a unified interface.Through this unified interface, developers and AI Agents can programmatically access multi-chain liquidity, routing, and transaction execution capabilities, achieving a smoother cross-chain operational experience.This integration is not merely a new technical addition; it further strengthens TRON's infrastructure potential for connecting payments, asset gateways, and multi-chain execution capabilities within AI Agent scenarios.
Related news
Google launches agent Gemini Spark for AI Pro users outside the US
Google has begun rolling out Gemini Spark to Google AI Pro users outside the United States. Spark is a personal AI agent that runs 24/7 in the background, capable of handling heavy tasks based on user instructions. According to the test account Testing Catalog, the product's next major upgrade will support true MCP (Model Context Protocol), with related features already in development.
AI security operations startup Mate Security completes $35 million Series A financing, total funding exceeds $50 million
According to TNW, AI security operations startup Mate Security announced the completion of a $35 million Series A funding round led by Canaan Partners, with participation from Insight Partners, Team8, and Microsoft's venture fund M12, bringing total funding to over $50 million. This comes less than a year after the company emerged from stealth mode. Mate Security was founded by former employees of Wiz and Microsoft. Its core product is the "Security Context Graph," which empowers AI security agents with business context by building an organizational knowledge layer, enabling them to make judgments based on actual enterprise operational conditions when handling alerts, effectively reducing false positive rates.
企业 AI 基础设施公司 Modus 完成 1000 万美元种子轮融资
Modus 同步推出"Context Warehouse"产品，通过学习业务数据的实际使用模式，为 AI Agent 提供精准上下文，可将不必要的检索及 Token 消耗降低最高 10 倍。
Numerai manages approximately $700 million in assets, with cumulative NMR repurchases totaling $3.2 million over the past year
decentralized hedge fund Numerai has completed its third strategic purchase of NMR, acquiring an additional $1.2 million worth of NMR from the open market, bringing its total NMR repurchases over the past year to $3.2 million. Numerai stated that this repurchase is used to support its staking system. This system allows independent data scientists to stake NMR on models. Models that perform better in predicting future market data will receive additional NMR, while those that underperform will lose their staked tokens. Numerai noted that since announcing its first strategic repurchase in July 2025, its number of active accounts has more than doubled. It has also launched infrastructure including Numerai Skills, the Numerai Model Context Protocol, and Atomic Blockchain Staking. Numerai currently manages approximately $700 million in assets, up from around $560 million at the end of 2025. Numeraire is a fixed-supply Ethereum token with a cap of 11 million NMR. This repurchase was executed on the open market over several weeks via Coinbase Institutional.
Coinbase CEO: Optimizing AI Costs Through Better Default Models and Routing Mechanisms, Achieving Token Usage Growth Alongside Declining Expenditure
Coinbase CEO Brian Armstrong posted on X, stating that internally at Coinbase, the team is exploring how to keep AI spending stable while token usage grows exponentially, not through usage limits or constant cost reminders, but through better system design.He noted that Coinbase is optimizing AI usage costs primarily from five aspects. First is "Better Default Models," allowing engineers to freely choose models, but the system defaults towards lower-cost open-source weight models (such as GLM 5.2, Kimi 2.7), while still encouraging the selection of suitable models for different tasks. Second is "Smart Routing," using an automated system to allocate the optimal model based on task type, cache hit rate, and model pricing, rather than manual selection.Third is "Cache Optimization," significantly reducing repetitive computation costs by improving the cache hit rate. Fourth is "Streamlined Context," reducing ineffective token consumption during task switching and limiting unnecessary tool calls. Fifth is "Visual Transparency," giving engineers clear visibility into their own usage, without restricting usage through limitations.Brian Armstrong stated that the goal is not to suppress AI usage, but to build infrastructure capable of supporting exponential growth. The results show that while token usage continues to grow, overall AI expenditure has nearly halved.
美仲裁协会推出 AI 代理交易法律协议
美国仲裁协会联合科技企业推出 Legal Context Protocol，为 AI 代理交易提供法律框架与争议解决机制。