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Insights on AI, machine learning, and technology strategy

Chrome 146 adds a native path for AI coding agents to control your browser, which cuts setup friction for small businesses testing browser automation.

Together.ai just launched Open Deep Research v2, a free and open-source research app that generates detailed reports with citations using open-source models. For small businesses, that means cheaper competitive research, market analysis, and vendor comparison work.

Facebook just made its stance on unoriginal content much clearer. If your business relies on recycled posts, lazy AI visuals, or low-effort remixes, expect less reach — and start fixing it now.

New research shows AI-assisted code is spreading fast while defect rates rise. For small businesses, the real issue is not just bad code. It is that more teams now ship software nobody truly owns.

Amazon and Cerebras turned inference into a channel fight, Commerce pulled back a draft export rule, and Anthropic published exploit-level security detail. The real story was who controls where AI can actually run.

AWS is deploying Cerebras CS-3 wafer-scale systems inside its own data centers, bringing dramatically faster AI inference to Amazon Bedrock. For SMBs already building on Bedrock, this is a speed upgrade that requires zero infrastructure changes.

Anthropic just made the 1 million token context window generally available for Claude Opus 4.6 and Sonnet 4.6, with no extra charge. For SMBs, that removes one of the last cost barriers to processing entire contracts, codebases, and document libraries in a single API call.

Anthropic’s new Claude Partner Network gives small and midsize businesses a more credible path into AI adoption: certified implementation partners, a public directory, and a code modernization offer built for legacy system work.

Genspark says AI Workspace 3.0 gives your business a first AI employee with its own cloud computer, persistent state, and app access. For small businesses, that is a meaningful shift from chatbot-style AI.

A drone strike knocked Qatar's Ras Laffan helium facility offline nine days ago. With no restart in sight, the semiconductor supply chain is facing a quiet but serious pressure point.

Claude Sonnet 4.6 delivers near-Opus capability at roughly one-fifth the price, with web search and code execution now generally available. For SMBs, that changes the economics of building AI workflows.

Zendesk bought Forethought to build self-improving AI agents that learn from every ticket without manual retraining. For small businesses, this changes the math on AI customer service.
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