Chiri blog
Ideas, research, and practical guides.
49–60 of 78 articles
See Everything (Because Black Boxes Don’t Get Approved)
Security teams won't approve what they can't inspect. Part 5 covers the AI black box problem, citing IBM's finding that most AI breaches lacked access controls.
Clawdbot (Moltbot) Went Viral. So Did Its Security Holes.
Clawdbot, rebranded Moltbot, went viral with 60,000+ GitHub stars, then researchers found exposed control panels, API keys, and OAuth credentials online.
Chiri Brain: Any Model. One Interface. No Lock-in.
Built your workflows around one AI vendor's API and SDK? Part 4 explains the lock-in tax and how running any model behind one interface can avoid it.
The Chiri Standard: Trusted AI at Scale
MIT found 95% of AI pilots fail and McKinsey found just 6% reach high performance. Part 3 breaks down the systemic issues behind enterprise AI failure.
Claude Cowork Is Having a Moment. Your Attack Surface Is Too.
Anthropic's Claude Cowork lets AI read folders, edit files, and act inside your tools. This piece breaks down why that shift changes the security threat model.
The Actual Problem Isn’t “AI.” It’s Everything Around AI.
Enterprise teams aren't blocked by model quality anymore. Part 2 looks at MIT's research on why AI projects actually fail: approval, switching, explainability.
Where AI Rollouts Go to Die: The Two Places Enterprise AI Fails
Learn why enterprise AI projects stall. Explore security controls and delivery practices that help teams move beyond pilots.
Stop Choosing Between Innovation and Governance: Meet Chiri Brain
Chiri Brain gives enterprises AI velocity without sacrificing governance, solving the make-or-buy paradox and vendor lock-in that stall most AI rollouts.
Low Hanging Fruit: Start With Coding Agents. Lessons From Snowflake’s AI Pivot
Snowflake CEO Sridhar Ramaswamy's AI-first pivot points to one lesson: make coding agents your first AI win. Here's what operators can steal from that playbook.
Output Over Everything — A CISO’s Field Guide to Change, Testing, and Rollback
The October 2025 Azure Front Door outage cost $16B globally. A CISO's field guide to shipping fast while keeping the ability to roll back at machine speed.
It’s Not a New Species, It’s Massively Faster Computing (And That Changes Everything)
Jensen Huang frames AI as accelerated computing, not a new species. Why that lens matters for deciding where to apply 10-1000x faster compute first.
Scale Smart, Not Just Big: 10X Output Without 10X Headcount
57% of companies now use AI specifically to boost output without hiring. Why scaling smart, not just big, is replacing the old add-headcount playbook in 2025.