to Abundance is a Vibe for Everyone

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A task that suddenly needs one person instead of five. A video that no longer needs a studio. A model release that makes last quarter's software feel old. That shift is already in your work, your money, and your day. Everyone should get to see it coming.

AIVIO in 5

Can AI run a business? What happens when an AI test reaches a real website? Hear Vee explain the stories in our latest episodes, now on Spotify.

LLMs

Anthropic released Claude Haiku 5.5 on October 7 for high-volume tasks such as summaries, classification and database queries. The company estimates around 75% lower running costs than Haiku 4.5 on average; actual savings depend on request length and token use. Lower costs could make routine automation accessible to more small teams, but accuracy still needs testing on their own work.

Vibe Coding

OpenAI announced GPT-6 and Intelligent UI in ChatGPT on October 7. Responses can include interactive interfaces for everyday questions, learning and small tools. That could shorten the distance between asking a question and exploring an answer; an interactive display still needs its facts and calculations checked. This is the company’s announced capability, not an AIVIO benchmark.

AI AgentsUpdate

OpenAI and Atlassian expanded their partnership on October 6. OpenAI models will power agents across Atlassian and Rovo, using the Teamwork Graph to connect project documents, tickets and decisions. The opportunity is less time reconstructing what a team knows. Access remains subject to permissions, and deeper Jira integrations for assigning and tracking agent work are still being explored.

LLMsUpdate

On October 8, Anthropic committed $150 million over three years to the Genesis Mission, including Claude access, API credits and support for several hundred research projects across participating federal agencies. This could reduce tool and onboarding barriers for those scientists. It is a funding and access commitment, not evidence of a completed scientific breakthrough or free access for everyone.

GuardrailsUpdate

Anthropic expanded its Cyber Verification Program on October 6 into Defense, Red Team and Specialized access tiers. Qualifying defenders can apply for stronger cyber capabilities with tier-specific controls. That could extend advanced tools beyond the largest security teams; verification, authorized-use limits and data-retention requirements remain. Broader access is conditional, not an unrestricted release.

The old limits are not falling evenly.

Each Signal gets placed against the shift it reveals: cheaper intelligence, automated labor, synthetic creation, or the bottlenecks that decide who gets access first.

01Cheap intelligence

Models get less expensive, more capable, and easier to aim at real work.

02Automated labor

Agents and robots move from demos into tasks people used to staff by hand.

03Synthetic creation

Video, code, design, and research lose the old studio-sized entry fee.

04New bottlenecks

Compute, energy, law, trust, taste, and distribution decide who gets the upside first.

How the age of abundance is moving today

Each signal is weighted by how far it moves the shift, who feels it first, and what is still blocking it.

Daily AOA Score

Daily AOA score 100, from 5 weighted signals.

+0Vs Yesterday
+37-Day Avg
01Start with Signals

The cleanest read on what moved, where it belongs, and why it keeps showing up.

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02Use the shift

Templates, checklists, and operator guides sit underneath the reporting for readers ready to act.

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03Go deeper

The longer read on a shift that has moved far enough to be worth the time.

Read briefings

The consequence behind the signal

Briefings turn one movement into a read on who feels it first, what remains constrained, and why the pattern matters.

AI Video / Sep 21

An AI scene you can shoot from another angle

World Labs' Atlas demos put the camera under the creator's control. Access is still limited, and a generated world isn't a finished game.

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Vibe Coding / Sep 21

Your spreadsheet can have buttons now

Sheets canvas lets eligible Google users build an interactive view of their data with a prompt. Start with a task small enough to check.

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AI Agents / Jul 26

Agentic browsers are moving from demos into daily work

The newest browser agents are not just summarizing pages. They are navigating workflows, filling forms, comparing options, and exposing where companies need better guardrails.

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Context Engineering / Jul 25

Context engineering is becoming the real AI operations skill

Teams getting durable value from AI are not just writing better prompts. They are designing reusable context systems that keep models grounded in the right task, source, and constraint.

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Start learning about AI now!

Templates, guides, checklists, and playbooks that take you from following the news to actually using it.

Course / Coming soon

Intro to AI 101

Explore the planned curriculum for our upcoming introductory AI course.

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template / free

Reusable Context Packet Template

A template for packaging goals, source material, examples, output rules, and review triggers before asking an AI system to perform recurring work.

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worksheet / member

Executive AI Decision Memo

A one-page memo format for turning AI news into leadership decisions, owners, and next actions.

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Guides we're building

Our paid guides are still in development. Preview the planned contents before sales open.

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