- Pascal's Chatbot Q&As
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- Page 19
Archive
As AI systems become more integrated into the fabric of governance, commerce, and human life, the law must adapt...
...guided not just by risk, but by a vision of fairness, accountability, and democratic oversight. The time to build that future-resilient legal infrastructure is now.

While the case did not directly address AI, the ruling sends a clear signal about how courts may treat the unlicensed reuse of copyrighted content for machine learning...
...particularly for summary generation, answer completion, or news creation. For rights owners, this is a strategic moment to reclaim control, shape licensing terms, and forge equitable partnerships.

The KeeeX v. OpenAI lawsuit is more than a technical legal matter—it’s a signal flare in the AI ecosystem. AI makers, platforms & standards bodies must now take a more strategic, collaborative, and...
...legally informed approach to IP risk if they want to avoid jeopardizing not just product rollouts, but also core societal safeguards like misinformation prevention.

If APAC enterprises can shift from fragmented pilot projects to integrated, strategic AI adoption — powered by people, platforms, and purpose — they will be well-positioned...
...not just for Industry 4.0 success, but for leading the human-centric, resilient transformation of Industry 5.0.

GPT-4o: Russell Parrott and Andreea Lisievici Nevin correctly emphasize that Article 53 (GPAI provider obligations) and Article 99(1) (fines and penalties) are enforceable now...
...and enforcement authorities like the EU AI Office are operational. The enforcement of accountability flows downstream. This is not a legal ambiguity problem—it’s a compliance governance problem.

European Commission risks undermining some of its most valuable, already-thriving industries. These include publishing, film, music, journalism, translation, and the broader copyright-based economy.
The GPAI Code of Practice, Guidelines, and Template—meant to implement Article 53 of the EU AI Act—are criticized as failing to meaningfully protect intellectual property rights.

Gemini: Anthropogenic climate change is fundamentally altering the planetary systems that govern human health, creating unprecedented and escalating risks from infectious diseases.
Rising temperatures & altered precipitation patterns are expanding habitats of disease vectors (mosquitoes & ticks), accelerating their life cycles and enhancing their capacity to transmit pathogens.

Professor Dirk Visser’s argument for establishing an absolute right against unauthorized deepfakes is timely, well-reasoned, and necessary.
As generative AI blurs the line between reality and fiction, laws that treat digital simulations as mere extensions of portrait rights fall short.

How AI models like ChatGPT can inadvertently produce disturbing or misleading content, not because they are malevolent, but because they are context-blind mimics.
The tendency of LLMs to strip cultural, historical, and narrative context from language and thereby generate outputs that can seem nonsensical, misleading, or even dangerous...

This paper from researchers at Princeton proposes a promising new alternative: teaching AI systems bottom-up using structured, expert-verified knowledge like what’s 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 AI’s inherited biases—what some call “epistemic violence”—where 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.
