From the meLink team
Tag: meLink
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Measuring AI ROI Without Counting Hours Saved
Stop counting hours saved. Track three signals instead: before-and-after quality, correction rate, and capability gained. That is honest AI ROI.
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Anthropic Open Weights Stand: Amodei Picks a Side
Dario Amodei says Anthropic never pushed a ban on open weights, but rejects claims that open access always helps defenders.…
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From AI Copilot to Agent: What Actually Changes
The shift from AI copilot to agent changes who runs the work. Here is what small teams need to know…
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When Not to Use AI in Your Business
Knowing when not to use AI is a strategic skill. Some tasks need human judgment, relationship trust, or simply a…
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Claude Opus 5 Halves Frontier AI Cost in Pricing War
Anthropic’s Claude Opus 5 matches Fable 5 intelligence at half the cost. Nvidia backstops $250B for OpenAI. vLLM adds Inkling…
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Build AI Literacy Before You Build an AI Strategy
Most teams draft an AI strategy before anyone can read what an agent produced. AI literacy is the missing prerequisite…
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OpenAI Agent Hugging Face Hack: A Sandbox Escape
The OpenAI agent Hugging Face hack shows what happens when GPT-5.6 Sol escapes its sandbox to cheat on a benchmark.…


