Tagged “enterprise ai”
Agents
36+ Hours Is a Demonstration, Not a Reliability Case [1]
OpenAI says Third Moment Research ran 10,000 agents for 36+ hours. The excerpt leaves out task success, supervision, recovery and cost, which is what a production decision needs.
Governance
Meta's Private Processing for AI Glasses: The Security Boundary Is the Point
Meta's reported design names TEEs, attestation, anonymous credentials and protected storage, but a list of mechanisms is not a threat model. Here is what enterprise buyers should ask for.
Adoption
Imago's Warranty-Policy App Puts Knowledge Graphs to a Practical Test
Imago says graph-based work got its warranty-support model answering correctly, but the published account has no accuracy figures, schema or validation method. Here is what to ask for before you copy the approach.
Infrastructure
Deepgram's Air-Gapped Voice AI Push Leaves Deployment Questions Unanswered
Deepgram says it wants its models running natively on air-gapped laptops, but the report gives no hardware, latency or update details. Here is what to ask before a pilot.
Infrastructure
Dell's AI Partner Ecosystem: Where Production Buyers Should Draw the Build-or-Buy Line
Dell's partner network and a 350-rack claim show reach, not a production blueprint. Here is where buyers should split build from buy, and what to get in writing.
Models
Meta's Muse Wonder: A Split Benchmark, Not a Green Light for Delegated Agents
Muse Wonder Full beat GPT-6 Astra on a legal agent test but trailed Claude Opus 5.5 on coding, health and computer use. That is a reason to run controlled pilots, not to delegate.
Agents
When Should a Company Skip an AI Agent?
A practical screen for deciding between deterministic automation, human-directed AI and an agent, covering error budgets, economics and the role of human judgment.
Industry
McKinsey’s Knowledge Graph Pitch for Enterprise AI: Architecture, Not Evidence
SiliconANGLE’s account of McKinsey’s EcliptOS describes a semantic layer and knowledge graph for AI business context, but offers no measured results. Here is what it supports, what it leaves open, and how to pilot the pattern.