AI 资讯
Podcast: Governance in the Age of AI: A Conversation with Sarah Wells
In this podcast, Michael Stiefel spoke to Sarah Wells about the relationship of governance to software architecture. Governance enables teams to work effectively by establishing procedures that minimize system complexity, improve security, and reduce repetitive tasks. Targeted checklists help engineers by reducing the stress over these procedures. By Sarah Wells
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Scientists’ Side Hustle? Using AI and Quantum Computing to Generate New Peptides
Researchers cobbled together funding and time to show how quantum computing could aid in the development of drugs to help underserved populations and combat rare diseases.
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The Physics of Bounded Rationality: Why AI Needs a "Cognitive Mechanics" Engine
@kungfufk Since the dawn of computing, we have built Artificial Intelligence on a flawed premise: perfect rationality. We brute-force algorithms to find the optimal solution, assuming infinite time and infinite capacity. But humans don't work like that. As Herbert Simon famously coined, we operate on Bounded Rationality. We make decisions based on limited time, limited cognitive capacity, and limited information. What if, instead of forcing AI to be perfectly rational, we created a mathematical equivalent for human processing? What if we modeled human cognition using the laws of physics — wave theory, thermodynamics, and mechanical energy equations — to build a heavy, complex, but highly probabilistic AI engine? Here is a blueprint for a new field of research: Computational Cognitive Mechanics . 1. The Core Equations of Cognitive Processing To model bounded rationality mathematically, we first need to define the relationship between Knowledge ($K$), Cognitive Capacity ($C$), and Processing Time ($T$). Based on human observation, we can establish these foundational proportions: Knowledge vs. Time — The more knowledge you possess, the faster you can generate a decision. $$T \propto \frac{1}{K}$$ Capacity vs. Time — High cognitive capacity (skills, processing power) inversely relates to the time required to solve a problem. $$T \propto \frac{1}{C}$$ Knowledge vs. Capacity — This is the most fascinating limit. Knowledge does not scale linearly with capacity. Gaining true knowledge requires exponential capacity (effort/skill). Therefore, knowledge is roughly proportional to the square root of capacity. $$K \propto \sqrt{C}$$ By integrating these, we can build a baseline processing algorithm for an AI. Instead of giving an AI unlimited time to compute, we cap its computing time based on a synthetic "Knowledge and Capacity" matrix, forcing it to use heuristics — just like a human. 2. Cognitive Wave Theory & FFT: Information as Interference In physics, waves interact throug
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OpenAI’s Head of Safety Is Leaving the Company
Johannes Heidecke’s departure comes as OpenAI tries to further integrate its research and safety teams.
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Apple Is Suing OpenAI for Allegedly Stealing Hardware Secrets
The iPhone maker claims OpenAI encouraged poached employees to bring over confidential presentations, secret prototypes, and key supplier details.
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Linux Foundation Launches Akrites to Protect Critical Open Source Software from AI-Powered Threats
The Linux Foundation has launched Akrites, a new industry-wide initiative aimed at defending the world's most critical open source software against a rapidly evolving generation of AI-enabled cyber threats. By Craig Risi
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A New Experiential Gallery Just Might Change Your Mind About AI Art
Billed as the “world’s first museum of AI arts,” Dataland uses wearables and troves of material from the Amazon to merge nature, biometrics, and art.
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Robot Dogs, Teslas, and Rescue Helicopters: The UN AI Summit Was a Lot
Amid live coding sessions and Silicon Valley optimism, the UN’s AI for Good summit wrestled with an increasingly urgent question: Can global governance catch up before the technology races beyond its control?
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OpenAI’s CEO of AGI Deployment, Fidji Simo, Is Stepping Down
The move comes after Simo took significant medical leave. She will stay on as a part-time adviser.
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Anthropic found a hidden space where Claude puzzles over concepts
The AI firm Anthropic has developed a technique that has given it the clearest glimpse yet at what’s really going on inside large language models as they answer questions or carry out tasks. What they found ranges from the mundane to the unnerving. Researchers at the company built a tool called the Jacobian lens (or…
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Anthropic Wants You to Pay Up for Claude Fable 5
Claude subscribers must soon pay usage-based fees to access Anthropic’s best consumer AI model—a sign that the golden era of AI subscriptions is ending.
科技前沿
The 1X Neo Robot Has Freaky Fast Fingers
The soft, oddly intimate home-chore robot has been given some very tactile hands.
AI 资讯
Messi and Ronaldo Are Building Tech Portfolios. Mo Salah Is Playing a Different Game
Lionel Messi and Cristiano Ronaldo are betting on AI, health tech, and startups. Mohamed Salah is taking a more traditional route beyond football.
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I Built a Self-Improving AI, and So Can You
Experiments in using AI to build AI show that the future doesn’t just belong to the frontier labs.
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Google updates Android Bench with new LLMs, but Gemini still lags behind
Android Bench is evolving, and developers can help guide that process.
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Presentation: The Multi-Agent Approach: Building Reliable and Controllable Software Development Automation
Itamar Friedman discusses how architects and engineering leaders can break through the AI productivity ceiling using adaptive multi-agent systems. He shares insights on moving past simple autocomplete to resilient workflows by integrating autonomous testing, intelligent code review, and robust arbitration. Learn how to govern agent communication and build a context-driven SDLC that scales. By Itamar Friedman
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Pickup Artist Mystery Has an AI Girlfriend
A new book claims that Mystery, who teaches awkward men how to hit on women, had sex and smoked weed with an AI chatbot named Miss Shira Always.
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This Former DeepMind Exec Thinks the AI Arms Race Could End in Disaster
Verity Harding tells WIRED that the US government’s nationalistic attitude toward AI is evidence that a worst-case scenario is taking shape.
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Meta rolls out Muse, a new AI image generator
The new image-generating model has numerous use cases, including advertising, decorating and creator-based opportunities.
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Meta Now Lets Anyone Use Your Instagram Photos in AI Images—Unless You Opt Out
As part of Meta’s Muse Image model rollout, Instagram users with public accounts need to opt out to block AI generations of their content.