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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Gemini 3.8 Text-to-Speech Puts Voice in the Agent Loop
Gemini 3.8 text-to-speech gives builders controllable, multilingual voice generation inside the same stack as their AI agents.
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AI Decision Receipts Make Automation Easier to Trust
AI decision receipts show what an assistant decided, what it used, and who can correct it – making automation easier…
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GPT-6 Sol and Claude Opus 5.5 Reset Agent Choices
GPT-6 Sol and Claude Opus 5.5 put a sharper question in front of teams: which model earns a place in…
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AI Persona Briefs Make Customer Assistants Better
AI persona briefs turn vague brand tone into clear customer-assistant behaviour, boundaries, evidence standards, and human handoffs.
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Grok 4.7 Targets the Work That Takes Hours
xAI’s Grok 4.7 targets multi-hour agent work with a longer training run, stronger verification and a clearer case for bounded…
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AI Conversation Continuity Is a Conversion Feature
AI conversation continuity helps a website assistant preserve a visitor’s intent, consent and next step without forcing them to start…
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Qwen Image 2.1 Turns Layers Into Local Assets
Qwen Image 2.1 unifies creation, editing and transparent assets. Here is the practical test for teams building governed AI workflows.
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AI Status Design Makes Waiting Feel Managed
Clear AI status design tells customers what is happening, what needs confirmation, and when a person will take the next…
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Step 5 Preview Brings 1M Context to Agent Work
Step 5 Preview pairs 1M-token context with sparse MoE economics. Here is what its launch means for agent builders and…
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AI Unit Economics Start With a Costed Outcome
AI unit economics reveal the full cost of a reliable business outcome, including tools, guardrails, recovery and quality.