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Forrester Research and Portnox shared practical steps to regain AI agent visibility, access management, and policy enforcement. On Sept. 10, 2026, they discussed how to address shadow AI. The guidance is aimed at tightening governance around AI agents, while GPT-6 Astra is described as generating more detailed outputs, including 3D models.
The U.S. Bureau of Labor Statistics projects slower overall employment growth for 2025–2035 while several industries expand quickly. Utility industry employment is expected to grow 9.8%, with electric power generation, transmission, and distribution accounting for most job gains. Healthcare and social assistance becomes the biggest source of new jobs (37% through 2035), while office/admin support and some media/design work decline as AI adoption changes demand.
UC Berkeley researchers released CUA-Lite, an open platform that unifies computer-use agent sandboxes, data, evaluation, and training that were previously split across incompatible repositories. Lite.OSWorld reduces per-task runtime overhead to 0.9 GB in Docker instead of 4.1 GB with the Ubuntu VM setup. As a result, tasks can be run and training/evaluation signals transferred VM-free in containers, while LiteSample and one action space/adapter layer let multiple benchmarks, agents, and datasets work through a single interface.
Perplexity Engineering published Fast Embeddings on GPUs, detailing the GPU serving stack (Ivy, Tulip, and ROSE) that powers pplx-embed and related Perplexity search and ranking models. It reports GPU saturation at around 512 tokens on a sub-billion-parameter embedding model. As a result, embedding serving reuses the LLM prefill/decode kernels and uses CUDA graph + lazy capture and a LazyTensor async path so latency scales mainly with token count rather than sequence count.
Donald Trump reacted to a stronger August jobs report by blaming inflation on “stupidity” and threatening to stop trade with foreign countries in retaliation for higher interest rates. The 10-year U.S. Treasury yield rose to 4.79% on Friday. The immediate impact is political pressure and higher market sensitivity, while the administration’s outlook increasingly leans on AI-led productivity alongside tariffs and tax cuts to lift growth.
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