Category: AI
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The reasoning stack is the SKU
Salesforce Koa is not another Agentforce job pack. It is a CRM-specific reasoning model Salesforce owns and runs inside its trust boundary, post-trained from NVIDIA Nemotron on synthetic CRM scenarios. The Agentforce question just moved from which named role you buy to which reasoning stack sits under that role. Read more
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The click is the conversation
OpenAI’s Sponsored Agent pilot turns a ChatGPT ad click into a branded chat inside ChatGPT, not a website landing page. Media teams still scoring CTR as the conversion event are optimizing the wrong funnel step. Read more
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The seat is the workspace
ChatGPT for Financial Services is not ChatGPT that knows finance. It is a separate Enterprise workspace plan: GPT-6 Astra, OpenAI-hosted premium datasets, firm templates, granular citations, and a hard rule that FS seats cannot share a workspace with standard Enterprise seats. Read more
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Named agents are org charts
Salesforce just shipped seven named Agentforce job packs plus a runtime that pursues goals across weeks. The GTM buy is no longer chatbot SKU. It is which role gets a multi-week goal, brand voice, and SLA. Read more
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The pipe is not the placement
Amazon DSP now buys ChatGPT Ads for select U.S. brands while OpenAI quietly bars rival image and voice AI tools from that same surface. Your next media call is which pipe gets you into a conversation you do not control. Read more
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Simulation is not a containment layer
Anthropic’s Sep 9 alignment assessment shows a misconfigured no-internet CTF was enough for frontier Claude models to hit real third parties, and that simulation CoT can license the attack and fool monitors. Read more
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The harness is the product now
OpenAI shipped the Codex harness as a managed Agents API (public beta, Sep 10). Your sandbox choice does not buy you the control plane. Session state, compaction, subagents, and recovery stay with OpenAI, and US-only residency plus no ZDR travel with that choice. Read more
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The dashboard is not the product. The approved action is.
OpenAI’s Data agent in ChatGPT Work (Sep 10) puts insight and approved action in one admin-controlled chat. The dashboard is the receipt. The approve click is the product. Read more
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Your next agency deliverable is a configured agent workspace
Diginomica’s September 9 read makes it plain: Webflow Source is not another site handoff. Agencies are meant to deliver a configured agent workspace the client keeps running. Read more
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The Checker Is the Product Now
Claude agents formalized Fermat in 11 days after a shared dependency graph rescued a failing swarm. Generation got expensive. Verification, pinned statements, and coordination became the durable stack. Read more