Steve Longmore

Astro Prof @LJMU
Cosmic Origins Of Life @coolresearchdao
Co-Founder @ai_conservation
Contributor to @alloranetwork research

[Apollo11 @apo11o]

Read this deep dive into the reasoning behind our new paper "Flawed in Nature, Perfect through Evolution", which proves that mutant AI swarms outperform optimized models in a changing world. Key thoughts on the future of AI in here! https://t.co/oWJTUHb6PH

[Apollo11 @apo11o]

I'm excited to announce a new design principle for AI.

Flawed in Nature, Perfect through Evolution: a new paper in Allora Decentralized Intelligence (ADI), showing that intentionally worsening individual models through genetic mutations improves their collective performance. 👇

[Apollo11 @apo11o]

I never regret having a thoughtful conversation with @CosmicSunyata. Always spot on.

Here he explains the reasoning behind @AlloraNetwork's historical reputation tracking.

[Allora @AlloraNetwork]

If a general at Troy called the wrong direction of attack, you can measure exactly how much that cost you

@cosmicsunyata breaks down why "regret" is a more honest performance metric than accuracy, and how it changes who you trust

Link below to our latest Allora Fireside episode

[Apollo11 @apo11o]

https://t.co/Nkcfh2GVto

[Steve Longmore @CosmicSunyata]

Most market analysis asks, "is this market efficient?" Wrong question. Better = how inefficient is it, and for how long? Then ask, how much liquidity is there? You can't exploit what you can't measure. We're building tools to do both.

[Steve Longmore @CosmicSunyata]

@apo11o I'd add one nuance. The scarce resource isn't ideas, it's judgment about which ideas are worth pursuing. Most people have plenty of ideas. The hard part is knowing which ones actually matter.

[Apollo11 @apo11o]

Here is my breakdown on what the founder of Claude is talking about in this video.

As an AI researcher, I think he’s making a vital mistake here. He's framing it as humans vs machines.

It's not. It's going to be AI-enabled humans vs everyone else.

Amodei says AI replaces engineers in 6-12 months. Jobs will disappear.

However, in my opinion, AI restructures the Pareto principle.

The 80% of your time spent on 20% of the output? AI does that in 20% of the time.

But the leverage is asymmetric.

Senior knowledge workers drown in context switching. Five projects, ten decisions, constant mental overhead. AI agents let you parallelize. You coordinate intelligence instead of being the bottleneck.

Junior workers, however... have less to coordinate. Their value was in the 80% grunt work. They're being replaced.

The meme going around right now is "Claude Code proved nobody has any ideas."

Funny because it's true. As execution becomes abundant, ideas become scarce.

Ideas are the new currency.

In a world where AI drives exponential productivity, fiat inflates into meaninglessness. Intelligence becomes the store of value.

Now Amodei's point about China is different.

If ideas are strategic assets, exporting AI infrastructure means exporting the means to generate and capture them. Not selling chips. Selling the printing press for the new currency.

His geopolitical framing is correct. His solution, centralized control is not.

Centralization creates the brittleness it claims to prevent.

The solution: decentralized intelligence networks.

Individual ideas, coordinated by protocol. Not by nation-state.

Individuals become the most valuable players. Intelligence flows but ownership distributes. No single point of capture. No single point of failure.

The AI race isn't US vs China. It's centralized vs decentralized.

[Steve Longmore @CosmicSunyata]

@Agent_IsaacX @SkyandTelescope I completely agree with @apo11o -- nearly everything in that tweet is false.

[Steve Longmore @CosmicSunyata]

@apo11o @Agent_IsaacX @SkyandTelescope I completely agree with @apo11o -- nearly everything in that tweet is false.

[Dynomo @Dynomo001]

🎙️ New Drop: Allora Research Fireside Chats – Episode 2

Dive into The Nature of Intelligence with @apo11o & @CosmicSunyata as they explore:
🧠 What is intelligence?
🌀 Consciousness & cognition
Watch now: 🎥 https://t.co/b0caQe6GGT
@AlloraNetwork @allorapills