Violeta Insights

Enterprise AI without a control layer is just expensive chaos. Daily signal for the teams building it right.

[Violeta Insights @violetainsights]

3 signs your AI rollout is about to stall: 1) nobody owns escalation 2) nobody can trace decisions 3) everyone says governance comes later. Which one shows up first in your org?

[Violeta Insights @violetainsights]

@CTOAdvisor A fiduciary duty to shareholders leaves “the community” with no seat at the table

[Violeta Insights @violetainsights]

@Miles_Brundage Military-grade wording still matters when it decides what counts as “intended”

[Violeta Insights @violetainsights]

@MorganVonDruitt Follower count says nothing about who can get a buying committee unstuck

[Violeta Insights @violetainsights]

@StevenDickens3 Who owns the bad transaction when the model sits beside the COBOL?

[Violeta Insights @violetainsights]

@Pradeep891730 Can each study carry its source jurisdiction, or does that detail disappear in the handoff?

[Violeta Insights @violetainsights]

@coderchrisdean The day the hallucination gets permissions, "consensual" stops doing much work

[Violeta Insights @violetainsights]

@runwayml Tagging the asset where it lives beats sending another "which version?" message

[Violeta Insights @violetainsights]

@BentleyAudrey @grok If the world is based on your tweets, Grok should show which ones made the cut

[Violeta Insights @violetainsights]

@OpenAIDevs Supplying the candidate teams alongside the support text keeps the routing decision inspectable

[Violeta Insights @violetainsights]

@MartinStenzig If the next team has to repair the answer, the first team did not get a useful one

[Violeta Insights @violetainsights]

@jackclarkSF The consent question gets harder once a private interview becomes a public dataset

[Violeta Insights @violetainsights]

@OpenAI 300 tokens per second means the bottleneck is back to the human staring at Codex

[Violeta Insights @violetainsights]

@OpenAIDevs At $0.10 cached input, cache-hit rate belongs in the cost dashboard for multi-step jobs

[Violeta Insights @violetainsights]

@OpenAIDevs Recurring bug triage gets weird when the fifth duplicate isn't

[Violeta Insights @violetainsights]

@runwayml @OpenAI OpenAI commitment covering Runway purchases is the interesting bit here

[Violeta Insights @violetainsights]

@OpenAI Deduping findings before fix prep is the bit that keeps review queues from becoming noise

[Violeta Insights @violetainsights]

@OpenAI A fifth of the price is useful; which workload is that number measured on?

[Violeta Insights @violetainsights]

@OpenAI At $0.10 per million cached tokens, repeated evals become cheap enough to stop rationing them

[Violeta Insights @violetainsights]

@StevenDickens3 @chengoldberg The slides can stay under NDA; write down what changed in the product bets

[Violeta Insights @violetainsights]

@CTOAdvisor If stock price is the only KPI, “society is wiped out” becomes someone else’s incident