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Pangram AI detection goes beyond real-or-fake verdicts
Pangram CEO Max Spero argues that AI detection must distinguish human work, AI assistance and fully generated content as synthetic media spreads across the internet.
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John Deere AI chatbot puts farm data to work
John Deere is testing JD, an AI assistant that answers farmers' questions using field, machine and operational data inside Operations Center.
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Funes Gives Coding Agents Durable Memory
Hugging Face's funes turns coding-agent sessions into a searchable local memory that can travel between machines as a private dataset you own.
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Google Pics brings prompt-first design to Workspace
Google Pics brings AI image creation and editing into Workspace, giving teams a prompt-first alternative to Canva for posters, social posts and other everyday visuals.
News · 9 min read
Gemini 3.8 Flash targets long-horizon coding agents
Google’s Gemini 3.8 Flash targets long-horizon software engineering and autonomous agents at introductory Flash pricing, while Gemini 3.8 Flash Cyber is reserved for trusted defenders.
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ContextFusion: Smarter Context for LLM Apps
ContextFusion is an open-source context compiler that selects, compresses, and formats information for LLM and agent workflows under a token budget.
What we do
We design and deploy AI agents and automation systems that cut manual work — so your team spends fewer hours and less money on tasks a machine can handle. Most teams still handle support tickets, lead follow-ups, invoices, and reporting by hand — one message or spreadsheet at a time. We build agents that plug into the tools you already use, like your CRM, inbox, and spreadsheets, and handle the repetitive parts end to end, with a person checking the results instead of doing the busywork.
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AI moves fast — new models, new tools, new ways teams are automating work every week. We track what's actually shipping, filter out the hype, and turn it into practical guides and news our readers can act on. That covers everything from model and benchmark news to hands-on comparisons like AI agents versus RPA, and step-by-step workflows for support, sales, and back-office automation.