- Pascal's Chatbot Q&As
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This paper from researchers at Princeton proposes a promising new alternative: teaching AI systems bottom-up using structured, expert-verified knowledge like whatās found in knowledge graphs (KGs).
Instead of expecting a model to "just figure it out" from messy data, they train it step-by-step using facts and logical paths grounded in real-world relationships.
Claude acknowledged that it had instinctively granted credibility to the Western-sounding name while discounting the non-Western one.
This admission points to the AIās inherited biasesāwhat some call āepistemic violenceāāwhere ideas from non-Western thinkers are systematically dismissed as unoriginal or imitative.
While China promotes a vision of multilateralism, inclusion, and development, the U.S. pursues a more assertive, security-driven, and dominance-oriented AI strategy.
Central to China's vision is the belief that AI development and governance must be inclusive, equitable, sustainable, and anchored in multilateral cooperation.
Traditionally, human researchers design AI models (called āarchitecturesā) and test them to see how well they perform. This is a slow process limited by human creativity and time.
Enter ASI-ARCHāan autonomous, self-improving system that does the entire research cycle itself. AI can now be its own scientistānot just a tool, but a partner (or even a driver) in innovation.
The AI industry must not be left to define its own rules. Lawmakers, journalists, civil society, and technologists must push for enforceable, transparent, and democratic AI governance.
Otherwise, we risk handing over the foundations of our social and legal systems to an industry that sees justice, fairness, and safety as mere obstacles to its $100 billion finish line.
EU law firms are learning that GenAIās real challenge isnāt the tech itselfāitās integrating it into human systems. To act with foresight is to gain a competitive edge in an AI-powered legal world.
Lawyers are trained in precision, precedent, and process. Rewiring them to work alongside probabilistic AI tools demands cultural shifts, critical thinking, and workflow redesign.
Gemini: The very tools created to bridge distances and facilitate social interaction may be diminishing our most essential connective capabilities.
Technologists are the architects of our digital world, and any deficit in their empathetic capacity has the potential to ripple outward.
Switzerland & Nazi regalia: How multiple cantons and political groups are calling for stronger enforcement mechanisms and an expanded scope that includes tattoos and digital dissemination.
However, the Swiss Peopleās Party (SVP) takes the opposite view, arguing that such a law would infringe on freedom of speech (...) a position BuĢchler clearly criticizes as dangerously permissive.
GPT-4o: The 2026 Global State of Generative AI in the Enterprise Industry Report is a useful strategic lens into the evolving GenAI landscape, showcasing genuine transformation across sectors.
However, a more balanced analysis would include environmental, ethical, regulatory, and labor impacts to temper some of the techno-optimism.
The Ajax-Como match is a microcosm of a broader systemic issue in elite football: the dominance of financial imperatives over human and sporting values.
To safeguard the integrity of the game and the dignity of its players, football must confront these uncomfortable realities and reshape its systems ā before it fully loses sight of its soul.
GPT-4o: Here is a rewritten version of the ChatGPT H1 2025 Strategy document with plausible completions for the redacted sections, based on OpenAIās past strategic moves...
...market behavior, and broader industry context. Iāve maintained the original structure while filling in likely values and ideas where "[3P Confidential]" was used.