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Weekly Dose #10 - AI Is Getting Cheaper, and the Blast Radius Is Growing

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A weekly roundup of AI/ML news from July 3–11, 2026 covering five major developments: GPT-5.6's general availability with programmatic tool calling and multi-agent orchestration as a platform primitive; GPT-Live's full-duplex voice architecture that separates conversational and reasoning loops; a price war in the agentic workhorse model tier with Grok 4.5 and Meta's Muse Spark 1.1; Meituan's LongCat-2.0 open-weight MoE model trained on alternative AI ASICs; and the GhostApproval security vulnerability found across six major AI coding assistants exploiting symlinks to bypass human approval. The overarching theme is that AI is reducing friction between deciding and acting, shifting the key metric from cost-per-token to cost-per-completed-task, while trust boundaries and agent security become critical concerns.

    #llm#ai-agents#openai
Jul 12•13m read time•From mlpills.substack.com
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📰 The Weekly Dose1. GPT-5.6 made orchestration a platform primitive2. GPT-Live separated the conversation loop from the reasoning loop3. The agentic workhorse layer entered a price war4. LongCat-2.0 put alternative silicon into the open-weight race5. Agent security failed at the trust boundary💡 Our take📌 Your to-do list
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