Memia — Strategic Intelligence

SITUATIONAL AWARENESS FOR AI DECISION-MAKERS

A strategic intelligence practice for governments, capital, and operators navigating the AI economy.

Latest briefings

A live read on what moved across the AI landscape, what it means, and what's next.

Sensorium Signal Scanning

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Real-time links and signal scanning from across the web, tracked through Memia Sensorium.

Actuaries warn climate change threatens "Planetary Solvency," urge recovery plan

·24 March 2026·Collaborative insights in the public interest January 2026 - Collaborative insights in the public interest January 2026 Parasol Lost: Recovery plan needed Global risk management for human prosperity A Planetary Solvency supplementary risk report Global risk management for human prosperity January 2026 Contents Foreword 3 The urgent need for a Planetary Solvency recovery plan 4 Key Findings 6 High emissions and accelerating warming past 1. 5°C 6 Global catastrophic risks, including economic shocks, are proximate 6 A Planetary Solvency recovery plan is urgently needed 7 Section 1: Developing planetary stability standards as a priority 8 Section 2: An actuarial review of climate sensitivity 10 Section 3.

Signals:

  • Climate sensitivity is likely at the high end, making 2°C warming probable before 2050.
  • Current net-zero carbon budgets are insufficient to prevent catastrophic, irreversible planetary tipping points.
  • Decision makers must adopt financial-style solvency recovery plans to manage systemic climate risks.
Claude's "Dreams" API cleans and reorganizes AI agent memory stores

Claude's "Dreams" API cleans and reorganizes AI agent memory stores

·Dreams - Claude API Docs - Let Claude reflect on past sessions to curate an agent's memory and surface new insights.

Signals:

  • Automates the cleanup of agent memory stores by removing duplicates and stale data.
  • Synthesizes past session transcripts into actionable, organized insights for improved agent performance.
  • Provides a safe, non-destructive workflow by generating separate, reviewable output memory stores.
Tech layoffs mask wage-cutting scheme disguised as AI efficiency

Tech layoffs mask wage-cutting scheme disguised as AI efficiency

·25 April 2026·The Tech Job-apocalypse is just outsourcing, with an AI coat of paint. — Georg's Blog - Once you create downward wage pressure with coordinated layoffs you create a chain reaction, at least in an environment with no labor power unions to counterbal...

Signals:

  • Coordinated layoffs and offshoring are systematically reducing labor costs and total compensation.
  • Aggressive workforce restructuring risks long-term institutional knowledge loss and declining product quality.
  • AI-driven cost-cutting strategies are creating significant operational and reputational risks for firms.

Interpret the future

Key narrative axes which Memia is tracking relating to Artificial Intelligence trends and impacts

Is it an AI Bubble?

There is no AI investment bubble

AI companies continue to justify their vast valuations and continue to raise capital. Valuations do not collapse suddenly.

The AI investment bubble will burst imminently

The gigantic amounts of money flowing into AI companies in 2022-2025 is seen not to generate returns and AI company valuations collapse very soon.

AGI Centralisation vs. Democratisation

Corporate Concentration

AGI development concentrates in a few powerful entities - governments and large tech companies - with massive resource requirements creating insurmountable barriers to entry.

Open Source Democratisation

AGI development democratizes through open-source initiatives, distributed computing, and accessible tools that enable widespread participation and innovation.

AGI Safety Alignment Progress

Robust Solutions

Robust, verified alignment solutions are developed and thoroughly tested before AGI deployment, ensuring AI systems reliably pursue intended goals and values.

Minimal Safeguards

Minimal safeguards are implemented due to competitive pressures and technical challenges, leaving significant alignment problems unsolved at AGI arrival.

AGI Regulatory Environment

Global Coordination

Strong international governance frameworks emerge with coordinated policies, standards, and oversight mechanisms for AGI development and deployment.

Fragmented Landscape

Fragmented regulatory landscape develops with inconsistent national policies and AI development havens undermining global coordination efforts.

AGI Hardware Requirements

New Breakthrough Computing Technologies

AGI requires quantum, photonic, thermodynamic or other breakthrough computing technologies, creating additional technical barriers and development timelines.

Existing Architectures

AGI emerges through scaling existing semiconductor architectures and optimizing current computing paradigms without fundamental hardware breakthroughs.