Complexity Cliff (in GenAI)
noun: A critical threshold in generative AI where reasoning models (e.g., Claude, DeepSeek-R1) collapse under high-complexity tasks, shifting from accurate problem-solving to complete failure, as coined by Sadagopan S of HCLTech in June 2025.
noun: A critical threshold in generative AI where reasoning models (e.g., Claude, DeepSeek-R1) collapse under high-complexity tasks, shifting from accurate problem-solving to complete failure, as coined by Sadagopan S of HCLTech in June 2025.
"Our GenAI tool/model hit the complexity cliff when it couldn’t handle the multi-variable forecast—time to blend in human oversight!"
by Sada123 June 14, 2025
The term coined by Sadagopan Singam refers to the self reinforcing ecosystem of research firms, consulting companies, analysts, and influencers that shape and often amplify corporate narratives - especially around emerging topics like GenAI, Digital Transformation,ESG and Innovation Strategy etc. It represents how these players mutually benefit from creating frameworks, maturity models, buzzwords, and “thought leadership” which companies feel compelled to adopt, often without sufficient diligence or grounding in real business impact!
The strategy industrial complex thrives on fear based messaging - if you are not on the latest trend, you are behind - creating a self sustaining demand for playbooks and advisory services!
by Sada123 July 23, 2025
The term coined by Sadagopan Singam refers to the self reinforcing ecosystem of research firms, consulting companies, analysts, and influencers that shape and often amplify corporate narratives - especially around emerging topics like GenAI, Digital Transformation, ESG and Innovation Strategy. It represents how these players mutually benefit from creating frameworks, maturity models, buzzwords, and “thought leadership” - which companies feel compelled to adopt, often without sufficient diligence or grounding in real business impact!
The strategic industrial complex thrives on fear based messaging - if you are not on the latest trend, you’re behind - creating a self sustaining demand for playbooks and advisory.
by Sada123 July 22, 2025