The future leaves
signals in time.

The NVIDIA OpenShell Reference Architecture is designed to secure and govern AI agent workloads at scale. Autonomous agents can work for hours on complex tasks, accessing files, tools, the internet, and collaborating by spawning other agents.

Official figures from Zambia’s Ministry of Energy confirm that the country's solar capacity has surpassed 1 GW. This represents a significant increase from 178 MW recorded in 2024.

Voxel51 has launched version 3.0 of its data platform, which includes new tools. These tools are designed to help robotics and physical AI developers manage the large amounts of camera, video, and sensor data generated by machines in the real world.

The article discusses solid-state batteries, noting that lithium-ion batteries have revolutionized everything from personal electronics to large energy storage systems, but storing and delivering energy via liquid electrolytes has limitations.

NASA announced plans to build Space Reactor-1 Freedom, which is intended to be the first nuclear-reactor-powered interplanetary spacecraft. This uncrewed mission is scheduled to fly to Mars by the end of 2028, arriving in 2029.

Mark Cuban's Cost Plus Drugs says it can reduce manufacturing costs for custom rare disease drugs and n-of-1 gene therapies, aiming to open up the rare disease treatment market.

German biotech Immatics is at a pivotal moment after a quarter century of work. The company is currently awaiting the Phase 3 results for its lead candidate drug targeting melanoma.

As India's solar industry matures, manufacturing competitiveness will depend on consistent quality, sustained energy generation and competitive lifecycle costs, not just capacity additions and module prices, according to pv magazine.

Chinese manufacturer Hoymiles has launched a C&I battery storage system with capacities of 2 to 2.61 MWh and power output up to 1.25 MW. The containerized system features liquid cooling, integrated fire protection, and backup power switching in under 20 ms.

India's BESS pipeline reportedly exceeds 100 GW, but financing, execution and tariff pressures threaten delivery of the targeted 411.4 GWh of storage by FY2032.

Deye, EVE Energy and Ganfeng Lithium are among Chinese energy storage companies that have recently released Q3 2026 financial results, with all three reporting robust growth.

OpenAI describes how it built ChatGPT's LLM-powered ad stack, which it says is designed to understand conversational intent, keep ads separate from answers, and deliver relevant ads at scale. The account comes from OpenAI itself.

In an opinion piece, Burro CEO Charlie Andersen argues that today's autonomous mobile robots operate with fixed infrastructure in environments designed around them, and that the next generation of AMRs will not need such engineered settings. The article presents a viewpoint rather than reported results.

Researchers in China have developed a preheating-assisted mechanical polishing process to remove EVA encapsulants from end-of-life solar modules. The technique reportedly achieves a 99% EVA recovery rate and a removal rate of 9 grams per second while preserving silicon wafer integrity.

According to OpenAI, OpenAI, PerturbAI, and Scripps Research used distributed AI agents to uncover promising research leads in data from millions of brain cells. The described outcome is early-stage research exploration rather than a clinical result.

An analysis explores string versus central PCS in battery energy storage systems (BESS): smaller converters limit the capacity affected by an individual fault, but a battery plant's average availability will depend on more than just the PCS, including maintenance.

The article states that integrating PV and battery energy storage system (BESS) equipment from different manufacturers offers deployment flexibility, but safe operation requires designers to properly evaluate power control system (PCS) capabilities and account for independently operating energy sources.