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Meta Muse Glimmer brings local AI agents to consumer GPUs

Meta is releasing Muse Glimmer under an Apache 2.0 licence for local AI agents that can run on a consumer GPU. The company’s  Superintelligence Labs has released the 30-billion-parameter model’s weights on Hugging Face. Meta says developers can use it for local coding, function calling, local agents, and LLM-as-a-judge evaluation. The release targets an operational […]

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AI Gateway Operating Model: Identity, Policy, Observability, and Cost Controls

TL;DR An AI gateway is only useful in production when it has an operating model around it. The gateway can route model calls, enforce token limits, apply policy, collect telemetry, and control tool access, but those controls do not define themselves. The practical work is deciding who owns routes, who approves model and tool access,

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The limits of physics AI: where Siemens says the human stays in charge

Physics AI can now explore thousands of design variations in the time it would take a traditional simulation to chew through a handful of them. Precisely up to 1,000 times faster, according to Siemens. What it cannot do is sign off a safety-critical part. On that, the technology has a firm limit, and Sam Mahalingam,

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Wyoming buried 1,124 wind turbine blades; Missouri plant turns old blades into cement feedstock

Repurposing decommissioned wind turbine blades is becoming a promising trend, moving away from traditional landfill disposal. These large fiberglass structures are now being shredded and incorporated into cement production. Furthermore, innovative designs have led to the transformation of some blades into pedestrian bridges. While these initiatives are commendable, they signal just the beginning.

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