IMPLICATOR.ai
Bay Area tech layoff notices covered 14,500 workers in the year to June, nearly double, while San Francisco's citywide mass layoffs fell 49% to 3,667.
Read full story →You are a lawyer reviewing a client contract, or a marketer turning a confidential brief into a campaign plan. Your client might be a government agency or a defense company. AI could save you time, but can you give it those files? This guide explains three ways to get help: process documents on your computer, remove sensitive details before an approved upload, or use an approved enterprise service. It includes tool choices, Mac and Windows instructions, and a worked example. Client confidentiality, contract restrictions and, for health information, HIPAA affect which route you can use. Which setup will help with
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Tools & Workflows
Anthropic's redesigned Claude Code Projects has a coordinator split work into parallel cloud threads, each running Opus at high effort by default, with no fixed thread cap below 200 a day.
Tools & Workflows
Repo Radar #17 covers one repo: JustVugg/colibri, the Apache-2.0 pure-C engine that runs GLM-5.2, Kimi K3 and seven other open mixture-of-experts families by keeping dense layers in RAM and streaming routed experts off NVMe. It passed 33,000 GitHub stars in nine weeks. The community benchmark tables run from 0.05 tokens per second on a 25 GB laptop to 6.84 on six RTX 5090s, with a 4-bit quality cost attached. What teams with a workstation can actually run.
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Analysis · 10 min read
