Ex-OpenAI VP’s Warning “A BLOODBATH COMING”

Quick Summary

AI Threatens Massive White-Collar Job Displacement in Next 5 Years

Key Points

  • Dario Amade predicts 10-20% job losses, primarily in entry-level roles
  • Technology, finance, law, and consulting sectors most vulnerable
  • Current government and corporate responses appear inadequate

Why It Matters

Potential economic transformation threatens workforce stability, with risks of increased unemployment, wealth concentration, and significant social disruption. Lack of comprehensive policy strategies could exacerbate economic inequalities and create substantial transition challenges for workers and industries.

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AI: Survival of Adaptive

Quick Summary

Sam Altman highlights transformative AI trends, emphasising generational differences and technological innovation.

Key Points

  • Younger generations use AI as an operating system, not just a search tool
  • Coding will be central to AI development and world interaction
  • Startups are outpacing larger companies in AI innovation

Why It Matters

The rapid AI evolution presents significant technological disruption, with potential risks including organisational inertia, generational technology gaps, and the need for agile adaptation in emerging digital landscapes. Companies and individuals must proactively understand and integrate AI technologies to remain competitive and relevant.

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Schools to Embrace Tech Revolution

The US has mandated AI education in high schools through an executive order, following China’s lead in preparing the next generation for technological advancement.

Key Points

  • Comprehensive AI education strategy for high school students
  • Includes teacher training grants and Department of Labor apprenticeships
  • Establishes a White House AI Education Task Force

Why It Matters

This initiative signals a strategic national response to technological disruption, highlighting the critical need to develop AI literacy to maintain economic competitiveness and prepare students for future workforce demands. The potential risks include potential skills obsolescence and the challenge of keeping educational content current with rapidly evolving AI technologies.

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AI could eliminate 50% of entry-level jobs

Quick Summary

Anthropic CEO Dario Amodei warns of massive AI-driven job displacement within the next five years.

Key Points

  • AI could eliminate 50% of entry-level jobs
  • Big Tech graduate hiring has dropped dramatically
  • AI is replacing low-skill tasks across multiple industries

Why It Matters

The potential for significant economic disruption is high, with unemployment potentially spiking 10-20%. Industries like technology, finance, law, and consulting face substantial workforce transformation, requiring immediate strategic workforce planning and skill adaptation.

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Autonomous Coding Revolution Emerges

Quick Summary

An extraordinary AI breakthrough demonstrates unprecedented capabilities in autonomous algorithmic evolution and problem-solving.

Key Points

  • Solved 75% of complex mathematical problems with existing top-tier solutions
  • Improved matrix multiplication algorithms, a field unchanged for 56 years
  • Capable of self-improvement in hardware and training algorithms

Why It Matters

This development suggests profound implications for technological innovation, potentially revolutionising how complex problems are solved across disciplines like mathematics, computing, and potentially healthcare, with experts suggesting AI might help cure diseases within a decade.

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Understanding the Stages of Artificial Intelligence: ANI, AGI, and ASI

Artificial Intelligence (AI) is rapidly transforming our world, but not all AI is created equal. As shown in the image above, AI development can be categorized into three main stages: ANI, AGI, and ASI. Let’s break down what each stage means and how they differ.

ANI: Artificial Narrow Intelligence
ANI, or Artificial Narrow Intelligence, refers to AI systems that are designed for a specific task. These systems excel at what they do, but they cannot perform tasks outside their programmed domain. Examples include chess-playing computers and voice assistants. ANI is the type of AI most commonly used today, powering everything from recommendation algorithms to smart home devices.

AGI: Artificial General Intelligence
AGI stands for Artificial General Intelligence. This stage represents AI that can understand, learn, and apply knowledge across a wide range of tasks-essentially matching human-level intelligence. AGI would be able to reason, solve problems, and adapt to new situations just like a person. While AGI is a popular topic in science fiction and research, it has not yet been achieved.

ASI: Artificial Superintelligence
ASI, or Artificial Superintelligence, is the hypothetical stage where AI surpasses human intelligence in every aspect-creativity, problem-solving, decision-making, and more. ASI would be “superhuman,” possessing abilities far beyond our own. This stage remains speculative, but it sparks important discussions about the future of AI and its potential impact on society.

⭐❓Quick Quiz❓⭐

True or False?

  1. AGI refers to artificial intelligence that matches or exceeds human intelligence across most domains.
  2. ASI stands for Artificial Super Intelligence and is expected to be far beyond human capabilities.
  3. AGI is the stage of AI that is narrow and task-specific, such as voice assistants or chess programs.

 

Answers

  1. True
  2. True
  3. False: this is ANI
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AI Replaces Human Workforce

Quick Summary

An Indian e-commerce company, Dukaan, has radically replaced 90% of its workforce with AI chatbots, signalling a potentially transformative workplace trend.

Key Points

  • Suumit Shah, Dukaan’s CEO, implemented complete AI automation
  • Initial performance metrics appear positive after twelve months
  • Experiment highlights critical tension between technological efficiency and human employment

Why It Matters

This case study reveals profound technological and societal risks, including potential mass unemployment, reduced human interaction quality, and fundamental shifts in labour dynamics that could dramatically reshape professional ecosystems.

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You Are Not Prompting ChatGPT Correctly: How to Get Consistent, Branded Images

Want to generate a set of professional, matching images with ChatGPT? The secret is using a structured prompt and only changing the details that matter to you. Here’s a step-by-step guide-no technical skills needed!

Step 1: Copy the Prompt Template

Use the following prompt as your starting point. It’s designed to give you a futuristic trading card look, but you can adapt it for any branded image:

{"prompt": 
	"A futuristic trading card with a dark, moody neon aesthetic and soft sci-fi lighting. The card features a semi-transparent, rounded rectangle with slightly muted glowing edges, appearing as if made of holographic glass. At the center is a large glowing logo of {{logo}}, with no additional text or label, illuminated with a smooth gradient of {{colors}}, but not overly bright. The reflections on the card surface should be subtle, with a slight glossy finish catching ambient light. The background is a dark carbon fiber texture or deep gradient with soft ambient glows bleeding into the edges. Add subtle light rays streaming down diagonally from the top, giving the scene a soft cinematic glow. Apply light motion blur to the edges and reflections to give the scene a sense of depth and energy, as if it's part of a high-end tech animation still. Below the card, include realistic floor reflections that mirror the neon edges and logo—slightly diffused for a grounded, futuristic look. Text elements are minimal and softly lit: top-left shows '{{ticker}}', top-right has a stylized signature, and the bottom displays '{{company_name}}' with a serial number '{{card_number}}', a revenue badge reading '{{revenue}}', and the year '{{year}}'. Typography should have a faint glow with slight blurring, and all elements should feel premium, elegant, and softly illuminated—like a high-end cyberpunk collectible card.",
	"style": {"lighting": "Neon glow, soft reflections","font": "Modern sans-serif, clean and minimal","layout": "Centered, structured like a digital collectible card","materials": "Glass, holographic plastic, glowing metal edges"},
"parameters": {
"logo": "INGAGE logo (attached)","ticker": "ING","company_name": "The INGAGE Institute","card_number": "#0512","revenue": "€96.5B","year": "2025","colors": ["blue", "white", "dark gray"]},"medium": "3D render, high-resolution digital art","size": "1080px by 1080px"
}

You can notice that you don’t need to start with “Create an image” 😉


Step 2: Personalize the Details

Replace the parts in brackets with your own information:

  • [your logo]: e.g., “INGAGE logo” or “your company logo”
  • [your brand colors]: e.g., “blue, white, silver”
  • [your ticker]: e.g., “ING”
  • [your company name]: e.g., “The INGAGE Institute”
  • [your card number]: e.g., “#0512”
  • [your revenue]: e.g., “$96.5B”
  • [your year]: e.g., “2025”

Step 3: Keep the Structure, Change Only the Details

For a series of images (like cards for different products or team members), keep the rest of the prompt the same and update only the details above. This ensures all your images have the same style and layout.

Step 4: Generate and Download

Paste your personalized prompt into ChatGPT’s image generator. If you want to use your own logo, upload it as an attachment when prompted. Download your finished image and use it wherever you need cohesive branding.

Step 5: Repeat for a Consistent Set

Want a whole deck or series? Just repeat these steps, changing only the details each time. Your visuals will stay consistent and professional.

Tips

  • For custom logos, upload your image and mention it in your prompt (e.g., “Framer logo (attached image)”).
  • Try the same approach for other image types-just adjust the description to fit your needs.

With this method, anyone can create a cohesive set of branded images using ChatGPT-no design skills required!

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Risk Calibration

What we learned from the Blackout in Spain on 28 April 2025

Related article: one of our co-founders experienced the historic blackout in New York in 2003.

  

The unprecedented power outage that struck Spain, Portugal, and parts of France on 28 April 2025 offers several critical lessons for policymakers, grid operators, and the public. Here are the main takeaways:

1. Grid Vulnerability and Interconnection Risks

  • The blackout was triggered by a technical fault-likely a critical transmission line outage in France-which severed the Iberian Peninsula from the European synchronous grid. This isolation led to a rapid supply-demand imbalance and a cascading collapse of the Spanish and Portuguese grids.

  • The event highlights the vulnerability of national grids to faults at interconnection points, especially when interconnection capacity is limited and system inertia is low due to high renewable penetration.

2. Renewable Energy and System Stability

  • Spain’s heavy reliance on renewables, which provide less system inertia than traditional power sources, contributed to the rapid destabilization of frequency and made the grid more susceptible to collapse under stress.

  • The blackout raises questions about the pace of nuclear and coal plant closures and the need for robust backup and balancing mechanisms as the energy transition accelerates.

3. Importance of Emergency Protocols and Coordination

  • The swift activation of emergency protocols by grid operators, authorities, and essential services (hospitals, airports, etc.) prevented a larger humanitarian crisis. Backup systems and coordinated responses ensured critical infrastructure continued to function.

  • International cooperation between Spanish and Portuguese grid operators was instrumental in containing the incident and preventing a wider European blackout.

4. Communication and Public Response

  • Clear, timely communication from authorities and grid operators via social media and radio helped manage public anxiety and provided essential updates, even as internet and mobile networks were disrupted.

  • The public’s calm and responsible response, with minimal incidents despite widespread disruption, was crucial in avoiding chaos and allowing emergency services to focus on critical needs.

5. Need for Investment in Grid Resilience

  • The event is a “wake-up call” for Europe, underscoring the need for greater investment in grid modernization, real-time monitoring, smart grid technologies, and increased interconnection capacity across EU member states.

  • Enhanced grid resilience will be essential as Europe’s energy systems become more integrated and dependent on variable renewable sources.

6. Ongoing Investigation and Uncertainty

  • While initial fears of cyberattack or sabotage have been largely dismissed by grid operators, the precise technical causes remain under investigation. Authorities are examining the sequence of disconnection events and the structural weaknesses that allowed a local fault to escalate into a continental-scale blackout.

  • The incident has prompted Spain’s government to set up a commission to ensure such a failure does not recur, with criminal courts also probing possible sabotage as a precaution

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Historic Blackout plunging millions into Darkness

What a day! Today’s massive #blackout across #Spain and #Portugal instantly transported me back to August 15, 2003, when I was on assignment with Swiss Re, relocated from Zurich to New York for a project. Imagine this: just two years after 9/11, I’m in a bustling upstate New York office, surrounded by rows of cubicles and the ever-present hum of neon lights.

Suddenly, everything stopped. My call was cut off mid-sentence. The red lights on the phones blinked out. The overhead lights faded, and a strange hush fell over the office. In that moment, uncertainty took over-was this another attack? No one could reach the outside world; all communications were down. Trains weren’t running. The city that never sleeps was eerily still.

With no news and no way home but my own two feet, I decided to set out for my hotel in downtown Manhattan-1.5 hours away by public transport, now paralyzed. The only certainty was uncertainty itself. I grabbed some water and bananas and started the long trek, not knowing what I’d find.

But here’s the twist: what could have been a dramatic and stressful time turned into an amazing experience. I managed to hop on a few buses, and everywhere I went, people were surprisingly friendly. There was a surreal, almost “end of the world” feeling in the air, but instead of panic, there was #camaraderie. Strangers shared drinks, played guitar in the streets, and helped each other out. The city came together in the most unexpected way.

There was a lot of rumours on what had happened, but it’s only after quite a while that I got the information: A single power line in northern Ohio brushed against overgrown trees, triggering a chain reaction that exposed critical weaknesses in the grid’s monitoring and coordination. Within minutes, what began as a routine summer afternoon spiraled into a historic blackout, plunging over 50 million people across the US and Canada into darkness.

Today’s blackout across Iberia brought back all those feelings: the sudden silence, the collective confusion, and, most importantly, the incredible mutual aid and #fraternity that emerges when we face challenges together. It’s in these moments that we see the true strength of our communities.

My thoughts are with everyone affected today-I’m wishing you all to be safe and a swift return to normalcy.

#Resilience, #adaptability, and community spirit are what carry us through.

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Only hire if AI can’t do it.

Quick Summary

Shopify’s CEO Tobi Lütke mandates compulsory AI integration across all company operations, signalling a radical approach to technological adaptation.

Key Points

  • All employees must incorporate AI into workflows
  • Teams must demonstrate AI’s capability before requesting additional resources
  • Leadership expects employees to reimagine work processes with AI agents

Why It Matters

This strategic directive represents a critical inflection point in organisational technological adoption, potentially creating significant competitive advantages while simultaneously introducing complex implementation risks around workforce readiness, technological dependency, and potential skill misalignment.

Read more…

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Have you insured your robot?

Quick Summary

South Korea legalises robotic public space movement, enabling 14 companies to test outdoor robot deployments.

Key Points

  • 14 companies currently testing outdoor robot technologies
  • Robots permitted for tasks like delivery and security
  • Represents significant regulatory breakthrough for robotics

Why It Matters

This development introduces unprecedented risks around technological integration, public safety, liability frameworks, and potential insurance complexities associated with autonomous robotic systems interacting in shared environments.

Read more…

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