From the meLink team
Insights & updates
Recent findings, new breakthroughs, and latest prototypes from our team – plus our take on AI news, privacy, hardware, and how intelligent tools are changing the way we work and live.
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Qwen 3.8 Puts a 2.4T Open Model on the Table
Qwen 3.8 ships a 2.4T open MoE and a 27B vision model. Here is the deployment question builders should test…
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Your Team Needs an AI Working Agreement
An AI working agreement gives small teams shared rules for using, reviewing, and owning AI work without slowing useful adoption.
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Gemini 3.7 Flash Brings Agents Into the Workday
Gemini 3.7 Flash and DeepSeek Harness show why faster agent capability needs a visible, controllable runtime around it.
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AI Accessibility Is a Product Requirement
AI accessibility makes an assistant useful to more people by designing for clear choices, flexible interaction, and human help from…
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Grok 4.6 Puts Long-Running Agents to Work
Grok 4.6 targets long-running agents while LTX 2.5 gives builders more control over coherent, open-weights video workflows.
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AI Incident Reviews: Make the Next Run Better
AI incident reviews turn a bad run into a better system by preserving evidence, fixing the workflow, and sharing the…
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Ollama’s Nemotron Release Makes Local AI Agents Concrete
Ollama’s Nemotron 3.5 Lightning release brings a practical open model and agent runtime signals into sharper focus for small teams.
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AI Source of Truth: Stop Letting Agents Guess
An AI source of truth prevents polished wrong answers by defining which business source wins, who owns it, and when…
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NVIDIA AI Compute Financing: The New AI Bottleneck
NVIDIA AI compute financing signals that capacity is becoming an asset class. Here is what builders should do with that…
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AI Latency Budget: Design for the Human Wait
An AI latency budget helps small teams design responsive assistants, set honest wait states, and protect the human experience when…