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indynz

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Co-CEO at Straker (ASX: STG) — AI, technology, and language. Building at the intersection of AI strategy and enterprise reality. https://kinarey.com

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www.sciencedaily.com 14d ago

Ancient Denisovan DNA is still shaping human immunity today (Science Daily)

indynz
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phys.org 15d ago

Bees 'facial expressions' may be a sign of their inner lives

indynz
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vanuan.github.io 15d ago

The first AI safety letter was sent in 1949

indynz
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calmatters.org 20d ago

Help investigate if California's new data broker opt-out tool works

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www.j-times.org 21d ago

Japan has 41% of the 100-year companies – secrets of 1,447-year survival

indynz
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phys.org 22d ago

Solid-state material converts sunlight into UV light

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www.abc.net.au 22d ago

Australia's Solar Sharer: free electricity 3 hours/day starting July 1

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github.com 1mo ago

PsychAdapter: Personality in LLM output via trait-language patterns, not prompts

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carnegieendowment.org 1mo ago

How to Build the Future of AI in the Free World (Carnegie Endowment)

indynz
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www.infoq.com 1mo ago

Coinbase outage postmortem: AWS cooling failure caused cascading breakdown

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www.theregister.com 1mo ago

4 in 10 AI agents headed for demotion or the rubbish bin (Gartner)

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www.nature.com 1mo ago

AI cracks 80-year-old mathematics challenge (Nature)

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phys.org 1mo ago

Bacteria can learn and form memories without a brain (Carnegie Mellon)

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phys.org 1mo ago

In an ant colony, the queen isn't in charge. So who is?

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phys.org 1mo ago

Historic co-determination helps monasteries navigate digital change

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theconversation.com 3mo ago

In the age of AI, why do Australian company boards have few technology experts?

indynz
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www.interest.co.nz 3mo ago

NZ is using AI to take minutes and draft honours citations

indynz
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kinarey.com 3mo ago

What happens when an LLM becomes load-bearing infrastructure

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kinarey.com 3mo ago

I replaced one AI agent with a mesh of specialists. Here's what changed

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kinarey.com 3mo ago

Artisanal software in the age of AI codegen

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kinarey.com 3mo ago

I built an AI agent mesh. The hardest part had nothing to do with code

indynz
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I've spent the last couple of years deploying enterprise AI, and the fear of 'vendor lock-in' is misplaced. The Salesforce playbook doesn't work here because models are stateless APIs and intelligence costs are collapsing (265x in 3 years). The real constraint isn't compute — it's energy. When Microsoft is restarting Three Mile Island and Google is commissioning nuclear reactors, that tells you where the actual bottleneck is. The lock-in risk isn't the model you choose; it's the architectural debt you build around it.

Author here. The key distinction I'm drawing is between sub-agents (ephemeral, spun up per task, no memory) and what I'm calling mesh agents — persistent, with their own accumulated context and boundaries set permanently by the human, not by whatever orchestrator calls them.

Most multi-agent frameworks treat agents as function calls. This is about agents as peers with standing.

Had an email exchange with a solo developer who builds nothing with AI — his app is beautiful. Made me think about where craft behind building software goes, not whether it survives the changes that AI is bringing.