Tag: Large language model

AIEnergyTechnology

AI Video Generation Emerges as Major Energy Drain, Study Reveals

Generating AI videos requires up to 2,000 times more energy than text creation, according to new research. The findings highlight growing environmental concerns as video AI tools gain massive popularity.

The Hidden Energy Cost of AI Video Generation

Artificial intelligence video creation tools are consuming dramatically more energy than their text-based counterparts, according to reports from leading AI researchers. While generative AI as a whole requires substantial electricity, new findings indicate that video generation represents an exponentially larger energy burden that could strain power infrastructure as adoption accelerates.

by Darren Holt
AIBusinessSoftware

Zoho Rolls Out Free Agentic AI Tools to Boost Business Productivity

Zoho has launched new agentic AI features across its business application suite at no additional cost. The tools aim to help companies automate routine work and enhance productivity through integrated AI capabilities spanning multiple departments and functions.

Expanding AI Accessibility for Businesses

Global technology company Zoho has reportedly expanded its artificial intelligence offerings with new agentic AI capabilities across three core business areas, according to company announcements. Sources indicate these features are designed to help organizations enhance productivity, automate routine tasks, and redirect focus toward higher-value work initiatives.

by Darren Holt
AIInnovationSoftware

DeepSeek’s Visual AI Breakthrough Could Revolutionize Enterprise Text Processing

DeepSeek’s innovative approach compresses text into visual representations, achieving up to ten times greater efficiency. The breakthrough could enable massive context windows and cheaper enterprise AI implementation while challenging fundamental assumptions about language model architecture.

Visual Text Processing Breakthrough

Chinese AI company DeepSeek has developed a revolutionary approach to text processing that converts written language into visual representations, according to technical reports and industry analysis. The DeepSeek-OCR model fundamentally reimagines how large language models handle information by compressing text into images rather than processing it as traditional tokens.

by Darren Holt
AITechnology

Corporate AI Integration Demands Structured Onboarding to Mitigate Legal and Operational Risks

As generative AI becomes embedded in enterprise workflows, organizations are discovering that treating AI systems like simple tools rather than team members creates significant risks. Recent legal rulings and operational failures highlight the urgent need for structured onboarding processes similar to those used for human employees. Industry analysts suggest companies implementing comprehensive AI governance are seeing faster adoption and reduced exposure.

The Growing Imperative for AI Onboarding

As artificial intelligence systems transition from experimental projects to core operational tools, companies are recognizing that proper onboarding is critical to maximizing value and minimizing risk, according to industry analysis. Unlike traditional software with deterministic outputs, generative AI operates probabilistically and requires ongoing governance to maintain alignment with business objectives.

by Darren Holt