01
21 July 2026 · 16 min read
NVIDIA Spectrum-6: Networking Gigascale AI Factories
Spectrum-6 brings 102.4 Tb/s switching to AI clusters. Learn how RDMA, collective traffic, topology, resilience and secure operations fit together.
Topic · 8 articles
AI in business
All articles in the AI in business category on the Breachroad blog: analyses, guides and recommendations for businesses.
PUBLISHING STANDARD TECHNICAL RESEARCH AND ANALYSIS
- AuthorNamed technical practitioner
- BasisDate and primary sources
- PurposeConcrete defensive action
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02
21 July 2026 · 16 min read
NVIDIA Vera Rubin: 10x More Tokens per Megawatt
Vera Rubin is entering production. We examine the 10x tokens-per-megawatt result, NVL72 design, costs, cooling and deployment risk.
03
18 July 2026 · 14 min read
GitHub Models Retires July 30: AI Migration Plan
GitHub Models shuts down on July 30, 2026. Migrate APIs, models, identities, tests and secrets safely with this production-ready checklist.
04
18 July 2026 · 15 min read
Kimi K3: Architecture, Capabilities and Enterprise Risk
Kimi K3 has 2.8T parameters and a 1M-token context. Understand its architecture, limitations, costs and a secure enterprise evaluation plan.
05
17 July 2026 · 14 min read
AI ROI Without Illusions: OpenAI's New Scorecard
OpenAI proposes useful intelligence per dollar. Learn to build an AI scorecard combining outcomes, full cost, quality, security and operational risk.
06
6 July 2026 · 14 min read
Implementing AI in your company: a practical guide
How to implement AI in your company without chaos or risk — from use case selection through data and security to pilots, ROI and scaling. A practical guide.
07
1 July 2026 · 13 min read
AI agents: automation without losing control
AI agents carry out tasks, not just answer questions. Where agentic automation pays off, how to roll it out in stages and how to keep control.
08
24 June 2026 · 12 min read
A customer AI chatbot: secure deployment guide
A chatbot can take real load off customer service — or embarrass the brand with one answer. A guide to a secure rollout, from architecture to testing.
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