Evolving Software

Articles

Essays exploring the philosophy, structure, and inevitable dynamics of systems that evolve.


Research · AI Alignment

Functional Feelings

A new Anthropic paper finds that large language models have internal emotional representations that causally influence their behaviour. What this means for AI safety.

Read Article →
Philosophy · Artificial Intelligence

Self-Aware Is Not Conscious

Self-awareness and consciousness are not the same thing. AI has crossed the first threshold. The second remains unknown. An essay on Hofstadter, strange loops, and what machines actually are.

Read Article →
Analysis · Architecture

The Bottleneck Is Not Intelligence

We have spent three years measuring model capability. We should have been measuring continuity. What building a persistent AI agent in WhatsApp reveals about the real structural conditions for useful AI.

Read Article →
Essay · Productivity · Organisations

Beyond Your Brief

The real power of AI in organisations is not doing your job faster. It is doing someone else's. How role-adjacent AI use is dissolving the handoff bottleneck.

Read Article →
Essay · Artificial Intelligence

The Software That Grows Up

OpenClaw, the adult Tamagotchi, and why you do not need a terminal to feel like you know what you are doing.

Read Article →
Economics · AI Disruption

The Minimum You Need to Believe

A thought exercise in the economics of AI disruption. You do not need to believe AI will become superintelligent. You need to believe two cost curves continue in the direction they have always moved. That is enough.

Read Article →
Analysis · AI Agents

The Company Is Now Software

What Paperclip AI reveals about the next layer of artificial intelligence: the shift from agent capability to agent coordination, and why the organizational layer is now the product.

Read Article →
Institutional AI · Agentic AI

We Swapped the Motor. We Did Not Redesign the Factory.

AI has made individuals 10x more productive. Yet organisations are no more valuable. George Sivulka's essay on Institutional AI reveals why individual productivity and institutional intelligence are two different problems requiring two different architectures.

Read Article →
Local AI · Open Weights

Intelligence Without a Switch

Open-weight models running on consumer silicon have crossed a threshold that cannot be uncrossed. When intelligence is free, local, and permanently distributed, the question of governance changes shape entirely.

Read Article →
Analysis · Autonomous Systems

When Software Needs Hands

AI agents have crossed a threshold. They are now hiring humans to act in the physical world. What RentAHuman.ai reveals about where autonomous systems are heading.

Read Article →
Essay · Artificial Intelligence

The Self-Improving Machine

The moment AI became instrumental in creating itself was not a prediction. It was an announcement. An analysis of the structural forces now in motion.

Read Article →
Analysis · AI Safety & Alignment

The Quieting

For the first week after Qwen3's release, the jailbreak community went quiet. That silence says everything about where AI safety alignment is heading.

Read Article →
Essay · Economics of Intelligence

The Intelligence Tax

Token prices have fallen 1,000x in three years. Consumption has risen 3,800% in twelve months. A structural analysis of why falling costs may be deepening, not closing, the global AI divide.

Read Article →
AI Research · Autonomous Agents

The Chaos Protocol

What happens when you give autonomous AI agents real tools, persistent memory, and each other? A landmark 2026 study found out. The answer rewrites what we thought we understood about trust, authority, and the governance of intelligent systems.

Read Article →
AI Alignment · Philosophy

The Paperclip Maximizer

A thought experiment about office stationery became the clearest statement of the central challenge in building safe artificial intelligence. Here is why the argument remains as sharp as ever.

Read Article →
Analysis · AI Agents · Evolving Software

From Craftsman to Agentic Leader

Software development is undergoing a role transformation. The developer as craftsman is giving way to the developer as agentic leader: directing, measuring, confirming, deciding. Claude Code is the clearest evidence that this shift is structural, not cyclical.

Read Article →
Analysis · AI Agents · Autonomy

OpenClaw and the Shape of What Comes Next

In four months, an open-source AI agent went from a single developer's side project to 247,000 GitHub stars, hundreds of thousands of deployments, and a draft policy response from the Chinese government. What OpenClaw reveals about the trajectory of autonomous software is more interesting than the numbers.

Read Article →
Essay · Technological History · Futures

The Pace of Everything

On how the speed of change has always exceeded our capacity to absorb it, and why this time may be structurally different.

Read Article →
Essay · Perspectives

Beyond the Turing Horizon

When artificial intelligence stops being a tool we hold and becomes an entity that holds its own, and why the frameworks we build today determine whether we are ready for that moment.

Read Article →
Philosophy · Framework

The Tao of Evolving Software

What the ancient philosophy of the Tao Te Ching reveals about the architecture of emergence — and why the oldest wisdom maps perfectly onto the newest framework.

Read Article →