From the meLink team
Category: Agentic AI
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When Frontier AI Access Changes Overnight, Partners Become the Product – Fable 5 saga
Anthropic’s model-access shock and OpenAI’s Partner Network point to the same practical lesson: AI adoption now depends on resilient systems,…
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Your Prompt Is a Boundary, Not a Spell
A business prompt is not a magic phrase. It is where your company defines boundaries, judgment, privacy, handoffs, and the…
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The AI Shift to Watch: Models Are Becoming Implementation Products
The strongest AI signal from the last day is not a single model launch. It is the move toward implementation…
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Your AI Assistant Needs Working Memory, Not a Bigger Brain
Bigger context windows will not fix messy AI experiences. Useful business assistants need disciplined working memory: the right context, at…
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Agents Need Judgment, Not Just Autonomy
The strongest AI signal this weekend is not a single new model. It is a quieter shift toward agents that…
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The AI Feature Small Teams Keep Underestimating: Asking Better Questions
The best business AI does not rush to answer everything. It knows when one careful question will create a better…
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The AI News That Matters: Faster Text, Stronger Local Runtimes, Better Agents
A practical meLink read on DiffusionGemma, vLLM, Ollama, llama.cpp, and agentic workflow signals: why the next AI edge is speed,…
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The Handoff Is the Hidden Feature in Business AI
The handoff between AI assistance and human ownership is where many business AI products quietly win or lose trust. Useful…
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AI Adoption Needs a Runbook, Not a Hero
The businesses that get value from AI will not rely on one gifted prompt writer. They will turn good judgement…
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Agent Evaluation Is Becoming the AI Feature That Matters
The strongest AI signal from the last 24 hours was not a bigger model. It was the maturing layer around…