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Market Open-weight models now 10x cheaper than frontier APIs, closing capability gap to 7 months Policy Q-Day countdown: NIST finalizes three post-quantum crypto standards; organizations must test by 2030 Funding Together AI closes $800M Series C at $8.3B; Aramco Ventures leads as open-model infra consolidates Policy Google, Microsoft, Salesforce, NVIDIA launch ARD spec for agent tool discovery and governance Chips NVIDIA Blackwell GB300 NVL72 hits $0.123/million tokens, 35x cheaper than Hopper, 50x per-watt gain Market Chamath: AI token costs double every 45 days; productivity gains plateau at 5% max Chips China chip exports surge 96% YoY to $177B in H1 2026, driven by memory price boom Policy Demis Hassabis calls for U.S.-led AI standards body to test frontier models Breaking Databricks showcases Lakebase as high-velocity stateful memory for agentic AI workflows Research Prime Intellect releases Verifiers v1; DAG trace format eliminates quadratic data growth in agentic RL Funding TerraFirma closes $115M for remote-operated construction; SpaceX, Anduril among backers Chips Intel invests €5B in Ireland fab to boost Xeon 6, Intel 3 production Policy New York enacts one-year data center moratorium for projects over 50 megawatts; first US state ban Funding Cyera raises $600M at $12B valuation on AI agent security infrastructure play Funding Cyera Raises $600M at $12B Valuation, Quadrupling Worth in 18 Months on AI Security Demand Chips NVIDIA halves authorized customer list in Asia to combat chip smuggling into China Chips AMD Zen 6 debut July 22–23 with EPYC Venice; 2nm, 256-core, 70% perf boost Breaking OpenAI Codex reaches 7 million active users; temporarily removes 5-hour usage cap Funding Secondary markets open late-stage private equity to retail: WHOOP secondary case study Chips Researchers develop programmable thermal material that remembers state without power Market Open-weight models now 10x cheaper than frontier APIs, closing capability gap to 7 months Policy Q-Day countdown: NIST finalizes three post-quantum crypto standards; organizations must test by 2030 Funding Together AI closes $800M Series C at $8.3B; Aramco Ventures leads as open-model infra consolidates Policy Google, Microsoft, Salesforce, NVIDIA launch ARD spec for agent tool discovery and governance Chips NVIDIA Blackwell GB300 NVL72 hits $0.123/million tokens, 35x cheaper than Hopper, 50x per-watt gain Market Chamath: AI token costs double every 45 days; productivity gains plateau at 5% max Chips China chip exports surge 96% YoY to $177B in H1 2026, driven by memory price boom Policy Demis Hassabis calls for U.S.-led AI standards body to test frontier models Breaking Databricks showcases Lakebase as high-velocity stateful memory for agentic AI workflows Research Prime Intellect releases Verifiers v1; DAG trace format eliminates quadratic data growth in agentic RL Funding TerraFirma closes $115M for remote-operated construction; SpaceX, Anduril among backers Chips Intel invests €5B in Ireland fab to boost Xeon 6, Intel 3 production Policy New York enacts one-year data center moratorium for projects over 50 megawatts; first US state ban Funding Cyera raises $600M at $12B valuation on AI agent security infrastructure play Funding Cyera Raises $600M at $12B Valuation, Quadrupling Worth in 18 Months on AI Security Demand Chips NVIDIA halves authorized customer list in Asia to combat chip smuggling into China Chips AMD Zen 6 debut July 22–23 with EPYC Venice; 2nm, 256-core, 70% perf boost Breaking OpenAI Codex reaches 7 million active users; temporarily removes 5-hour usage cap Funding Secondary markets open late-stage private equity to retail: WHOOP secondary case study Chips Researchers develop programmable thermal material that remembers state without power
Policy

Google, Microsoft, Salesforce, NVIDIA launch ARD spec for agent tool discovery and governance

Google and a consortium of major tech companies—Microsoft, GitHub, Hugging Face, Cisco, Databricks, GoDaddy, NVIDIA, Salesforce, ServiceNow, and Snowflake—announced the Agentic Resource Discovery (ARD) Specification, an open standard for AI agents to discover, verify, and invoke external tools and APIs across organizational boundaries. ARD complements existing protocols like the Model Context Protocol (MCP), which defines how agents invoke tools; ARD addresses the earlier discovery layer: how agents find tools in the first place.

The spec introduces two core constructs: catalogs and registries. Organizations publish a machine-readable ai-catalog.json file describing available capabilities (tools, APIs, skills, agent endpoints). Registries aggregate these catalogs and enable agents to search by task intent rather than hardcoded integrations. Trust is central: ARD includes domain-based verification mechanisms so agents validate authenticity before connecting to third-party services. The design acknowledges that in enterprises, discovery 'can't just be find something that works'—it must be governed with security and identity built in.

Early implementations are already live: GitHub's Agent Finder in Copilot and Hugging Face's Discover Tool both leverage ARD for runtime capability discovery. The specification is open and includes reference implementations, schemas, trust mechanisms, and guidelines for federation across discovery services. Contributions are expected from the community to extend governance and schema.

For platform engineers and infrastructure teams building agent frameworks, ARD signals a shift from monolithic agent definition to distributed, discoverable capability networks. The standard removes the burden of hardcoding integrations and enables autonomous capability negotiation at runtime. For vendors (Salesforce, ServiceNow), it makes their service catalogs machine-readable and tool-discoverable by agents. The broader implication: agents are moving from single-tenant orchestration to multi-tenant, federated resource discovery.

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