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Premium Research Jun 2025
... outperforming general-purpose LLMs, demonstrating productionized and scalable value. For a successful DSLM strategy, chief product officers and product leaders must decide initial pretuning depth, engineer customer fine-tuning pathways and secure data pipelines that will evolve into a lasting competitive edge. ...

Analyst(s):   Tsuneo Fujiwara   |   George Brocklehurst
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Premium Research Sep 2025
... Taiwan is a single source for key chips critical to AI. A chokehold on the chip supply chain is all it would take to knock critical global competitors out of the AI race and halt AI infrastructure expansion. To prevent this, product leaders need to start acting — now. Overview Analysis Gartner Recommended ...

Analyst(s):   Bob Johnson   |   Elli Carlton
Premium Research Jul 2025
... tools to perform tasks and interactions. MCP’s rapid adoption and continuous evolution are creating security risks that product leaders focusing on securing AI must address. Overview Analysis Gartner Recommended Reading Note 1: Background of Model Context Protocol Note 2: Known Security Risks to Model Context ...

Analyst(s):   Neil MacDonald   |   Charanpal Bhogal
Research Oct 2025
... Already a Gartner client? Intelligent Agentic Swarms (IAS) represent a critical evolution of multiagent systems in the near future that will enable new business solutions. Product leaders must begin exploring foundational technologies to establish first-mover market advantages as multiagent architectures ...

Analyst(s):   Anushree Verma   |   Mark Driver
Premium Research Jun 2025
... will remain so. Product leaders building data centers for GenAI applications must develop more efficient software code and implement more efficient chip architectures to optimize AI performance to outperform competitors in the AI race. Overview Strategic Planning Assumptions Analysis Gartner Recommended ...

Analyst(s):   Thomas Chiang   |   Bob Johnson
Premium Research Jul 2025
... Software startups are leading a movement away from an overreliance on a closed LLM monoculture to embed deep domain-specific intelligence and value. Product leaders must differentiate solutions with specialized language models to seize the surging demand for AI-driven value. Overview Analysis Gartner ...

Analyst(s):   Eric Goodness   |   George Brocklehurst
Premium Research Aug 2025
... Intelligent simulation providers have a narrow window of opportunity to harness GenAI, digital twins and domain expertise to create high-value, differentiated business solutions. Tackling GTM challenges, technology implementation and culture are paramount to driving revenue and capturing this fast-m ...

Analyst(s):   Evan Brown   |   Ethan Cai
Premium Research Jun 2025
... is accelerating the rise of polyfunctional robots that are able to adapt to changing circumstances. Product leaders at technology service providers must ramp up the integration of GenAI and polyfunctional capabilities to set themselves apart from the competition. Overview Strategic Planning Assumption ...

Analyst(s):   Dan Berman   |   Bill Ray
Premium Research Jun 2025
... DSLMs are outperforming general-purpose LLMs, demonstrating productionized and scalable value. Chief product officers and product leaders must invest in LMOps pipelines that enable parameter-efficient fine-tuning and DataOps that can scale access to new and diverse sources of data. Overview Strategic ...

Analyst(s):   Tsuneo Fujiwara   |   George Brocklehurst
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