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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GPT-6 Astra Turns Agent Memory Into a Map
GPT-6 Astra’s ARC-AGI-3 results and K2 Horizon’s open model fleet point to a sharper question: how do agents keep context…
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After-Hours Website Coverage Is a Growth Decision
After-hours website coverage keeps buyer conversations moving with honest answers, clear escalation, and a human-first next step.
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Gemini 3.8 Flash and Muse Spark 1.3 Raise the Stakes
Gemini 3.8 Flash and Meta Muse Spark 1.3 raise a practical question for teams: when does stronger agent reasoning justify…
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AI Change Logs Are a Customer Trust Feature
AI change logs help customers understand what changed in an assistant, why it matters, and where a human can step…
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Claude Fable 5.1 Raises the Bar for Agent Work
Claude Fable 5.1 brings stronger long-running agent work into focus. Here is what its launch signals for practical AI teams.
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AI Adoption Debt Is a Hidden Growth Tax
AI adoption debt builds when useful experiments lack owners, boundaries and review. Make important AI workflows explainable and transferable.
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Google Antigravity Boost Adds a Verification Loop
Google Antigravity Boost adds an on-demand multi-agent reasoning and verification pipeline for difficult engineering work.
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AI Customer Signals Are Product Research
AI customer signals turn recurring questions into product evidence, helping small teams improve pages, promises, and human routes without surveillance.
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ChatGPT Work Turns Prompts Into Live Agents
ChatGPT Work now reaches files, browsers and workflows. The opportunity is real; the winning design keeps permissions, proof and human…
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AI Consent Expiry Keeps Trust From Going Stale
AI consent expiry gives business AI a clear purpose, a time boundary, and a respectful renewal moment instead of an…