SIGNALInfrastructure Software·May 27, 2026, 6:29 PMSignal75Short term

Researcher “gave Claude Code ‘ADHD’… and it thinks 2x better now.” Outside experts want more proof.

Source: The New Stack

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Researcher “gave Claude Code ‘ADHD’… and it thinks 2x better now.” Outside experts want more proof.

This week, solo researcher Udit Akhouri took to r/ClaudeCode on Reddit to launch a new third-party Agent SDK tool with The post Researcher “gave Claude Code ‘ADHD’… and it thinks 2x better now.” Outside experts want more proof. appeared first on The New Stack .

Why this matters
Why now

The rapid experimentation within AI engineering and the open-source community is driving immediate developments in AI model capabilities and agentic systems.

Why it’s important

Breakthroughs in AI agent performance, even if initially unproven, can significantly accelerate the development and deployment of autonomous systems, impacting white-collar workflows and software as a service business models.

What changes

The perceived limitations of current AI models are being challenged by novel approaches, potentially unlocking new levels of cognitive function and efficiency for AI agents.

Winners
  • · AI Agent developers
  • · Developer tools companies
  • · AI infrastructure providers
Losers
  • · Traditional software vendors
  • · Companies slow to adopt AI agents
Second-order effects
Direct

Increased debate and research into methods for enhancing AI model 'cognition' and performance.

Second

Accelerated development and adoption of AI Agent SDKs and frameworks, leading to more sophisticated autonomous systems.

Third

The emergence of 'cognitive architectures' as a new competitive battleground for AI foundational models, moving beyond simple scale.

Editorial confidence: 90 / 100 · Structural impact: 55 / 100
Original report

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