SciClaimEval: verifying scientific claims against tables and figures · SciTrue brings trust back to science · Human-AI teams barely outperform AI alone on oversight tasks · Smart glasses, baby monitors, and the consent nobody gave · TikTok settles addiction lawsuits amid teen suicide case · Bond markets reveal governments' dangerous bet on AI · Musk says Starship ocean recovery 'not looking good' · OpenAI buys back $7 billion in shares before IPO · Windows 11 Weather app hogs 1.2GB RAM while idle · AMD acquires Taalas for AI inference chips · $1 billion of Apple A20 Pro wafers await DRAM · AI models erase female characters from kids' animal stories · Runware launches portable data center pods for AI inference · Indian court forces Meta, Google to unmask minister's deepfake creators · Why the AI data poisoning movement could backfire · AI agents cut materials discovery from years to days · EU presses Meta, TikTok on disinformation after Ceuta crisis · SpaceX shares plunge on Musk's lavish AI spending plans · Musk's Grokipedia hasn't been updated in months · OpenAI's donut-shaped AI speaker to cost around $300 · SciClaimEval: verifying scientific claims against tables and figures · SciTrue brings trust back to science · Human-AI teams barely outperform AI alone on oversight tasks · Smart glasses, baby monitors, and the consent nobody gave · TikTok settles addiction lawsuits amid teen suicide case · Bond markets reveal governments' dangerous bet on AI · Musk says Starship ocean recovery 'not looking good' · OpenAI buys back $7 billion in shares before IPO · Windows 11 Weather app hogs 1.2GB RAM while idle · AMD acquires Taalas for AI inference chips · $1 billion of Apple A20 Pro wafers await DRAM · AI models erase female characters from kids' animal stories · Runware launches portable data center pods for AI inference · Indian court forces Meta, Google to unmask minister's deepfake creators · Why the AI data poisoning movement could backfire · AI agents cut materials discovery from years to days · EU presses Meta, TikTok on disinformation after Ceuta crisis · SpaceX shares plunge on Musk's lavish AI spending plans · Musk's Grokipedia hasn't been updated in months · OpenAI's donut-shaped AI speaker to cost around $300

Memia - AI Situational Awareness

STRATEGIC INTELLIGENCE FOR AI DECISION-MAKERS

Horizon-scanning and sensemaking 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.

Upcoming Events

Agentic Engineering Day New Zealand
AIOctober 21, 2026

Agentic Engineering Day New Zealand

Agentic Engineering Day New Zealand is a community-driven conference for builders working with AI agents, MCP, AI infrastructure, and production AI systems. The event brings world-class AI engineering...

How Exponential AI Is Shaping the Future of International Development
International DevelopmentSeptember 8, 2026

How Exponential AI Is Shaping the Future of International Development

Memia's Head of Research Ben Reid will be delivering a keynote at The Council for International Development's two-day annual conference in Te Whanganui-a-Tara Wellington in September. The conference b...

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Memia Writing

Mind-expanding essays and frameworks on AI, accelerating technology, and the future.

Anatomy of an AI agent (mid-2026 edition)

June 9, 2026

Anatomy of an AI agent (mid-2026 edition)

Models, tokens, harnesses, agents, skills, tools - making sense of a dynamic vocabulary....

The Intelligent Interstitium: What Lies Between

April 2, 2026

The Intelligent Interstitium: What Lies Between

An exploration of the connective layer between human minds, tracing how communication media have evolved from passive channels into increasingly agentic systems that now participate in thought itself....

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Sensorium Signal Scanning

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

SciClaimEval: verifying scientific claims against tables and figures

Signals:

  • Automates scientific claim verification to improve the efficiency and reliability of peer review.
  • Provides a cross-modal benchmark for validating research claims against tables and figures.
  • Offers scalable AI solutions to manage the rapid growth of scientific literature submissions.

SciTrue brings trust back to science

Signals:

  • Enhances evidence-based decision-making by verifying scientific credibility.
  • Mitigates risks associated with misinformation and unreliable research data.
  • Streamlines access to trustworthy insights for strategic organizational planning.

Human-AI teams barely outperform AI alone on oversight tasks

Signals:

  • Current human-AI hybridization methods yield only marginal accuracy gains over AI alone.
  • Poor confidence calibration prevents effective routing of tasks to humans when needed.
  • Overreliance on AI suggestions significantly hinders human performance on critical oversight tasks.
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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 2022-2026 is seen not to generate returns and AI company valuations collapse very soon.

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.

AGI Economic Transition Speed

Gradual Integration

Gradual economic integration allows for smooth adaptation, retraining programs, and managed transition of workforce and business models.

Sudden Displacement

Sudden economic displacement occurs as AGI capabilities rapidly automate broad sectors, causing significant disruption and social adjustment challenges.

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