Search results for Redis
AI & Enterprise
AI context layers meant to curb wrong answers linked to higher error reporting
Companies that introduced governance-based context layers to prevent AI agents from producing wrong answers are reporting a higher rate of errors, a report cited by VentureBeat showed. Over the past six months, 68 percent of companies said confident AI-agent answers were wrong because company-related information was missing or incorrect, up from 57 percent in June. The share running governance layers rose to 32 percent from 25 percent, while repeated errors were also more common.
AI & Enterprise
Local PC LLMs gain traction as tech firms step up competition
Competition among tech companies is intensifying over lightweight AI models as costs rise and more firms turn to open-source options for basic tasks. Local models that run on personal PCs are gaining prominence. DeepSeek released its V4 Flash coding model and reports say it shows strong performance at low API prices. Meta plans its Muse Glimmer laptop model family, highlighting on-device privacy. Nvidia introduced its open-source Nemotron 3.5 Lightning for PC GPUs.
AI & Enterprise
AWS launches knowledge graph services for AI agents, joins context intelligence race
Amazon Web Services has announced three new services positioned as a context intelligence stack for AI agents. The core is AWS Context, which automatically builds knowledge graphs from existing data and learns agent usage patterns to improve itself. It combines semantic search and graph-level reasoning to identify relationships between tables, column meaning and source reliability, and deliver needed information when agents run tasks. Queries can be tracked by identity.
