From the meLink team
Tag: local AI
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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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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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Hy4 Preview Puts 1M-Token Agents on the Table
Tencent’s Hy4 preview brings open weights and million-token context to agent builders—but routing, evaluation and review still decide the outcome.
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GLM-5.3 Open Weights Put Agent Risk in View
GLM-5.3 open weights bring stronger coding and long-horizon tasks to builders. The important question is how to evaluate and deploy…
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Qwen3.8 27B Gives Agents Eyes Without the Bloat
Qwen3.8 27B and Flash-Next give builders a new choice: compact multimodal agent capability or an efficient routed architecture to test.
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Apple M5 Ultra Makes Big Local AI a Desktop Decision
Apple’s M5 Ultra brings up to 512GB unified memory to the desktop, widening the practical choices for private, local AI…
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Thomson Reuters Model Is a $40M Bet on Trust
Thomson Reuters built Thomson around proprietary expertise and verification. The $40m bet shows why trustworthy AI is a system, not…
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Qwen 3.8 Reverse Engineering Took 30 Minutes
A fresh Qwen 3.8 field report shows why teams should test open models on reviewable engineering work, not just benchmark…
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MCP Roadmap Puts Agent Identity First
The new MCP roadmap makes agent identity, delegated authority and operational safety the next practical challenge for builders.
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Claude Code 2.1.239 Fixes a Costly Proxy Failure
Claude Code 2.1.239 fixes a proxy retry failure that could double API billing – an essential lesson in reliable agent…