Category: Industry News
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October’s turning point for agents in production: capability is no longer the bottleneck — cost and integration speed are
2026.10.27Source · Industry watch October 2026 is recorded by several industry trackers as a dividing month: three frontier labs shipped major updates within 18 days, two of them cutting API list prices by double-digit percentages, and the first credible Fortune 500 agent deployments crossed twelve months in production. For most enterprise tasks, capability is no…
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MCP is the de facto standard for agents — but the battle has moved to the gateway layer
2026.10.23Source · Industry watch The Model Context Protocol (MCP) now runs in roughly 78% of enterprise agent stacks, with more than 400 million SDK connections a month. The architecture change of 28 July — a stateless core plus two extensions, Tasks and MCP Apps — and its absorption into the Linux Foundation’s Agentic AI Foundation…
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The AI coding productivity paradox: 30% more code, no change in delivery
2026.10.20Source · Industry research Three reports published on the same day, 22 October, reach the same conclusion from different angles: AI coding agents raise both the volume of code and the review workload, but the value actually delivered does not rise in proportion. The numbers do not line up A Harvard working paper covering 718…
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Agent security splits into three layers, each becoming a business of its own
2026.10.15Source · Industry watch In October three companies moved at three different layers at once: runtime isolation, protocol gateway protection and automatic vulnerability repair. Locking down agents is no longer a feature — it is a category forming on its own. What each layer covers Why it suddenly matters The attack surface grows with the…
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Treasury agents in production: one protocol connection cut syndicated credit processing time in half
2026.10.08Source · Case review In a joint disclosure on 8 October, commodity trader Centalion and trade-finance platform Komgo gave transaction-level figures: in the off-balance-sheet instrument (OBSI) syndicated credit business, processing time for instrument issuance fell by about 55% and for amendments by about 80%. Note that these are company-disclosed numbers; the baseline period and methodology…
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Industrial AI moves from co-pilot to autopilot: quality inspection and predictive maintenance already show ROI
2026.09.28Source · Industry watch The clearest change in industrial AI in 2026 is not stronger models but agents that start doing things: looking up maintenance manuals, matching spare parts in stock, raising work orders in the ERP and adjusting upstream equipment parameters afterwards. In two high-frequency scenarios, quality inspection and predictive maintenance, the numbers are…
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E-commerce customer-service agents: from cost centre to profit centre
2026.09.22Source · Industry watch The keyword for e-commerce customer service in 2026 is no longer cost cutting but taking orders. In figures published by Alibaba’s AI shop assistant Dianxiaomi, merchants that adopted it saw the hand-off rate to humans fall by 45% on average, and AI-plus-human collaboration converted more than 10% better than human-only service…
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Small models on proprietary corpora: a 9B model at 98% lower cost scores near the frontier
2026.09.16Source · Industry watch HR and payroll platform Deel released two in-house models on 21 October. One is a 9B open-weights model that scored 70 on the company’s own 601-question benchmark, against 74 for the frontier model Claude Opus 5.5 — but at a median response of 7.7 seconds versus 14.8 to 28.4 seconds, and…
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Model filing and AI content labelling: compliance moves from entry ticket to inspection item
2026.08.26Source · Policy analysis As of July 2026, 988 generative AI services in China had completed filing and 598 applications or features had completed registration, with 1,509 large models released; over the same period, first-phase enforcement had handled more than 14,000 non-compliant AI products. Put the two figures together and the message is clear: filing…
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Turning institutional knowledge into AI-executable assets: five people achieve 2 to 10 times more
2026.08.12Source · Methodology Most companies get stuck in the same place: the model is fine, the tools are there, but the agent does not know how our company does this particular thing. The fix sounds thoroughly unglamorous — write institutional knowledge into structured documents and connect them to the agent over a standard protocol. A…