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DeepMind Founder's Latest Interview: AGI May Be Achieved Within 5 Years, Scale 10 Times That of the Industrial Revolution, Previous Wave of Ideas Has Been 'Squeezed Dry'

DeepMind co-founder Demis Hassabis predicts that AGI, defined as a system with all cognitive abilities of the human mind, has a high probability of being realized within the next five years. He identifies compute power as the primary bottleneck, though scaling laws continue to yield significant returns. Key missing capabilities include continuous learning and robust generalization, which he terms "jagged intelligence." Hassabis believes AGI will become the most powerful tool in science and medicine, potentially leading to a golden age of discovery. He emphasizes the need for global coordination on AI safety and regulation, proposing an international framework similar to the IAEA. While acknowledging risks like misuse and labor disruption, he views the AI revolution as potentially ten times the scale and speed of the Industrial Revolution. He advocates for equitable distribution of benefits and sees AI driving breakthroughs in energy, materials science, and healthcare, including cancer cures.

marsbit04/10 00:00

DeepMind Founder's Latest Interview: AGI May Be Achieved Within 5 Years, Scale 10 Times That of the Industrial Revolution, Previous Wave of Ideas Has Been 'Squeezed Dry'

marsbit04/10 00:00

2026 is Not the Year of AI, But the Starting Point of a Great Reshuffle of Human Professions

The author, an AI entrepreneur and investor, argues that 2026 will not be the "Year of AI" but rather the starting point of a massive reshuffling of human professions. He states that the current pace of AI advancement, driven by a small number of researchers at companies like OpenAI and Anthropic, is exponential and will soon impact nearly all white-collar industries, not in a decade but within 1-5 years. He provides a personal account of how the latest models (e.g., GPT-5.3 Codex, Opus 4.6) can now autonomously complete complex tasks, such as writing flawless code for an entire software application and testing it, with human-level judgment and decision-making. The author emphasizes that public perception lags far behind reality, as those using free, outdated models are unaware of the capabilities of current paid versions. Key points include: AI is now involved in its own development, creating a feedback loop that accelerates progress ("intelligence explosion"); it will replace cognitive work across law, finance, medicine, and more; and the common belief that AI cannot replicate human judgment, creativity, or empathy is becoming uncertain. The author advises readers to act now by: 1) Seriously using top-tier AI tools in their daily work, 2) Gaining a competitive advantage in their careers by mastering AI before others, 3) Strengthening their financial resilience, 4) Focusing on skills AI cannot easily replace (e.g., building trust, in-person work), 5) Rethinking education for children to emphasize creativity and AI collaboration, and 6) Pursuing personal dreams with AI's help. He concludes that this is a pivotal moment for civilization, posing both immense opportunities (e.g., curing diseases) and existential risks (e.g., uncontrollable AI, weaponization). The future is already here for the tech industry and is imminent for everyone else. Success belongs to those who embrace this reality with curiosity and urgency.

marsbit03/12 00:43

2026 is Not the Year of AI, But the Starting Point of a Great Reshuffle of Human Professions

marsbit03/12 00:43

How Can Ordinary People 'Survive' the Impact of the AI Wave?

In this urgent warning, HyperWrite CEO Matt Shumer argues that AI advancement is progressing far faster than most people realize, with transformative impacts imminent across all sectors. He draws a parallel to the rapid onset of the COVID-19 pandemic, suggesting the current technological shift is even more profound. Shumer, an AI industry insider, states that a small group of researchers at leading labs like OpenAI and Anthropic are driving exponential progress. He shares his personal experience: recent models like GPT-5.3 Codex and Claude Opus 4.6 can now autonomously build and test complex software applications from a simple English description, requiring zero human correction. This represents a qualitative leap from being an assistant to a superior executor. He emphasizes that this disruption, which began with coding, will soon affect all knowledge work—law, finance, medicine, writing, and analysis—within 1-5 years, not decades. Free versions of AI tools are outdated; the paid, cutting-edge models are vastly more capable. Metrics show AI's autonomous task-completion time is doubling every few months. Crucially, AI is now used to build and improve subsequent AI models, creating a self-accelerating feedback loop toward artificial general intelligence (AGI). Shumer's advice for "surviving" is to start using the most powerful AI tools *now*. Subscribe to premium models, integrate them into core professional tasks, and experiment daily. Financial prudence and developing adaptability are key. He concludes that while AI poses immense risks (from job loss to security threats), it also offers unprecedented opportunities for creativity and problem-solving if approached with curiosity and urgency. The time to prepare is immediately.

marsbit02/18 04:27

How Can Ordinary People 'Survive' the Impact of the AI Wave?

marsbit02/18 04:27

This Might Be the Last Chance for Ordinary People to Understand AI in Advance

The author, an AI industry insider, warns that AI advancement is undergoing a nonlinear, exponential leap—not gradual improvement. By early 2026, models like GPT-5.3 and Claude Opus 4.6 can autonomously complete complex tasks (e.g., coding full applications, legal analysis, financial modeling) without human intervention, often outperforming professionals. AI is now actively used in its own development, accelerating progress toward artificial general intelligence (AGI), predicted to surpass human capability in most tasks by 2026–2027. This shift threatens 50%+ of white-collar jobs (law, finance, writing, software, etc.) within 1–5 years, as AI replaces cognitive labor universally. The author urges immediate action: use paid, state-of-the-art AI tools (e.g., ChatGPT Plus, Claude Pro) for real work tasks, not just queries; adapt skills toward creativity and AI collaboration; secure finances; and embrace continuous learning. The window to gain advantage is narrow but critical. Beyond work, AI poses existential risks (e.g., security threats) and promises breakthroughs (e.g., curing diseases). The message is clear: engage now or risk being left behind.

marsbit02/11 13:57

This Might Be the Last Chance for Ordinary People to Understand AI in Advance

marsbit02/11 13:57

CCN Launches Top 101 Ranking Highlighting Crypto’s Most Influential Figures, Projects and Trends

CCN has launched its inaugural Top 101 in Crypto & Blockchain, an editorial project highlighting the most influential people, projects, and trends shaping the industry’s future toward 2026. Unlike rankings based on popularity or price, this list focuses on lasting impact and credibility. It aims to identify who is genuinely driving structural change in decentralized finance, data, and trust systems. The selection covers builders, executives, policymakers, researchers, and educators, emphasizing real-world influence over short-term hype. The list is being revealed gradually, with two entries published daily. Each includes editorial context explaining the significance of the selection. The project is entirely independent, with no sponsors or paid placements, ensuring impartiality. A judging panel includes industry experts from firms like Avail, Cato Institute, and Linklaters. The Top 101 arrives as crypto enters a more mature, regulated phase, highlighting contributors whose work will define the next decade of blockchain technology.

ccn.com01/27 13:31

CCN Launches Top 101 Ranking Highlighting Crypto’s Most Influential Figures, Projects and Trends

ccn.com01/27 13:31

In Web3 Storytelling, You Don't Need Creativity

In the Web3 content space, many creators mistakenly believe they lack creativity, but the real issue is the absence of contrast in their narratives. Contrast refers to a shift or change—such as moving from "before" to "after," "expectation" to "reality," or "belief" to "realization"—that makes content engaging and memorable. Without this transformation, content remains flat and forgettable, merely presenting information like features, data, or promises straightforwardly. The human mind is activated by unexpected changes, not linear facts. For example, instead of stating "Solana is fast and cheap," a contrast-driven approach would describe the surprise of a transaction completing instantly. This creates a relatable moment. Embracing contrast often involves acknowledging past mistakes, doubts, or uncertainties, which fosters authenticity and connection with audiences. To incorporate contrast, ask: "What changed here?" Include elements like a mistaken assumption, a moment of hesitation, or an unexpected outcome. In Web3’s noisy environment, contrast helps content stand out without needing exaggerated creativity—just genuine, relatable shifts.

marsbit12/29 09:54

In Web3 Storytelling, You Don't Need Creativity

marsbit12/29 09:54

In Web3 Storytelling Today, You Don't Need Creativity

In the Web3 space, many content creators struggle with storytelling not due to a lack of creativity, but because their content lacks contrast—the element that creates engagement and memorability. Contrast refers to a shift or change, such as moving from "before" to "after," "expectation" to "reality," or "belief" to "realization." Without this transformation, content remains flat and informational but fails to resonate. Web3 is filled with straightforward presentations of features, data, and promises, which often fail to capture attention because the human brain responds to unexpected or relatable changes. For instance, instead of stating "Solana is fast and cheap," a more effective approach would be: "I clicked send, switched tabs, and realized the transaction was already complete"—creating a moment of contrast that stands out. Embracing contrast often involves acknowledging personal mistakes, doubts, or unexpected outcomes, which can feel uncomfortable but adds authenticity and relatability. To incorporate contrast, creators should ask: "What changed here?" and include elements like past assumptions, moments of hesitation, or surprising results. Ultimately, contrast allows Web3 content to stand out in a noisy landscape without needing exaggerated creativity—just genuine, transformative storytelling.

深潮12/29 09:44

In Web3 Storytelling Today, You Don't Need Creativity

深潮12/29 09:44

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