indynz
Bees 'facial expressions' may be a sign of their inner lives
The first AI safety letter was sent in 1949
Help investigate if California's new data broker opt-out tool works
Japan has 41% of the 100-year companies – secrets of 1,447-year survival
Solid-state material converts sunlight into UV light
Australia's Solar Sharer: free electricity 3 hours/day starting July 1
PsychAdapter: Personality in LLM output via trait-language patterns, not prompts
How to Build the Future of AI in the Free World (Carnegie Endowment)
Coinbase outage postmortem: AWS cooling failure caused cascading breakdown
4 in 10 AI agents headed for demotion or the rubbish bin (Gartner)
AI cracks 80-year-old mathematics challenge (Nature)
Bacteria can learn and form memories without a brain (Carnegie Mellon)
In an ant colony, the queen isn't in charge. So who is?
500-year-old monasteries outperform at digital transformation (U. of Zurich)
In the age of AI, why do Australian company boards have few technology experts?
NZ is using AI to take minutes and draft honours citations
Re:What happens when an LLM becomes load-bearing infrastructure
on Thursday April 09, 2026 @04:16PM (#47709227)
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.
What happens when an LLM becomes load-bearing infrastructure
Re:I replaced one AI agent with a mesh of specialists. Here's what cha...
on Wednesday April 01, 2026 @02:23PM (#47604605)
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.
I replaced one AI agent with a mesh of specialists. Here's what changed
Re:I built an AI agent mesh. The hardest part had nothing to do with code
on Thursday March 26, 2026 @02:00PM (#47533666)
The thing I didn't say explicitly in the post: most people's instinct is to connect the agent to everything first and worry about trust later. I did that too. The discomfort was the signal.
Re:Artisanal software in the age of AI codegen
on Thursday March 26, 2026 @01:57PM (#47533626)
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.