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Research Google OpenRL: Self-hosted Kubernetes API for LLM post-training; decouples RL from infrastructure Market Micron Q3 earnings beat on record DRAM margins; HBM supply fully allocated through 2026 Policy US secures Netherlands for Pax Silica chip alliance; ASML tensions persist over MATCH Act export restrictions Chips OpenAI & Broadcom unveil Jalapeño: Custom LLM inference chip targets gigawatt-scale deployment by end of 2026 Breaking Gemini 3.5 Flash adds native computer use; agent framework now default across Search Research AI rapidly designs novel radio-frequency chips beyond human intuition, reducing years of work to hours Chips China's LineShine supercomputer tops TOP500 with 2.198 exaflops CPU-only, ending US El Capitan's reign Market Cerebras stock plummets 17% after margin-guidance miss as CEO says warning was 'misunderstood' Market Sunrun, Tesla, Renew Home form 16GW virtual power plant for AI data centers; RUN +31% Breaking Amazon Zoox unveils redesigned robotaxi, planning paid service launch in late 2026 Funding XCures closes $46M Series B round at $127M post-money valuation Funding Qualcomm acquires Modular for ~$4B to bolster AI software stack and data center play Chips OpenAI & Broadcom unveil Jalapeño, custom LLM inference chip with 9-month design cycle Chips SK Hynix ships HBM4E memory samples: 16Gbps, 48GB per stack, 20% power gain Funding Qualcomm in talks to acquire Tenstorrent for $8–10B, expanding RISC-V AI chip portfolio Chips TSMC hikes advanced node prices 5–10% across 7nm and newer nodes Chips OpenAI unveils Jalapeño custom inference chip with Broadcom Chips OpenAI-Broadcom custom chip project stalls; Broadcom demands Microsoft purchase guarantee before funding Market Cerebras Q1 profit beats but warns gross margins compress to 36–38% in Q2 Funding SK hynix files for $29.4B Nasdaq listing to fund AI memory fabs and EUV tools Research Google OpenRL: Self-hosted Kubernetes API for LLM post-training; decouples RL from infrastructure Market Micron Q3 earnings beat on record DRAM margins; HBM supply fully allocated through 2026 Policy US secures Netherlands for Pax Silica chip alliance; ASML tensions persist over MATCH Act export restrictions Chips OpenAI & Broadcom unveil Jalapeño: Custom LLM inference chip targets gigawatt-scale deployment by end of 2026 Breaking Gemini 3.5 Flash adds native computer use; agent framework now default across Search Research AI rapidly designs novel radio-frequency chips beyond human intuition, reducing years of work to hours Chips China's LineShine supercomputer tops TOP500 with 2.198 exaflops CPU-only, ending US El Capitan's reign Market Cerebras stock plummets 17% after margin-guidance miss as CEO says warning was 'misunderstood' Market Sunrun, Tesla, Renew Home form 16GW virtual power plant for AI data centers; RUN +31% Breaking Amazon Zoox unveils redesigned robotaxi, planning paid service launch in late 2026 Funding XCures closes $46M Series B round at $127M post-money valuation Funding Qualcomm acquires Modular for ~$4B to bolster AI software stack and data center play Chips OpenAI & Broadcom unveil Jalapeño, custom LLM inference chip with 9-month design cycle Chips SK Hynix ships HBM4E memory samples: 16Gbps, 48GB per stack, 20% power gain Funding Qualcomm in talks to acquire Tenstorrent for $8–10B, expanding RISC-V AI chip portfolio Chips TSMC hikes advanced node prices 5–10% across 7nm and newer nodes Chips OpenAI unveils Jalapeño custom inference chip with Broadcom Chips OpenAI-Broadcom custom chip project stalls; Broadcom demands Microsoft purchase guarantee before funding Market Cerebras Q1 profit beats but warns gross margins compress to 36–38% in Q2 Funding SK hynix files for $29.4B Nasdaq listing to fund AI memory fabs and EUV tools
Market

Sunrun, Tesla, Renew Home form 16GW virtual power plant for AI data centers; RUN +31%

Sunrun, Tesla, and Renew Home announced a partnership to deliver more than 16 gigawatts of flexible energy capacity to hyperscalers and utilities, addressing soaring electricity demand from AI infrastructure. Sunrun stock surged 31% on the announcement (trading up 22% by close). The three companies will aggregate existing home battery systems from Sunrun and Tesla, plus more than 8 million smart thermostats and connected devices managed by Renew Home, into the largest distributed power plant in the United States.

The framework leverages already-installed infrastructure: no new hardware, software, land, or water required for data center operators to tap the capacity. Sunrun and partners said the network can be deployed in months rather than years, directly addressing data center interconnection delays. More than 300 megawatts of capacity are already available for immediate deployment in Virginia, with expectations to reach at least 500 megawatts by 2030. Goldman Sachs estimates U.S. data center power demand will hit 41 GW in 2026 and 66 GW in 2027.

Households can lower energy costs and earn rewards for participating in demand-response programs; the companies disclosed that Sunrun and Renew Home have already paid nearly $70 million to customers in existing grid-services programs. By pooling residential batteries and thermostats into dispatchable capacity, the trio is creating what amounts to real-time, location-distributed generation to compete with traditional capacity additions.

For infrastructure planners, this signals a new model for AI power: instead of waiting for poles-and-wires buildout, hyperscalers can now source flexible capacity from existing distributed assets in months. For Sunrun, it repositions the solar company as a grid-scale player; the stock reaction suggests investors see credible path from residential solar to AI-era energy infrastructure.

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