Topics

Follow the subjects shaping intelligence, science, culture, and the future of technology.

Browse topics

Find a subject, then follow its latest reporting and ideas.

#TrustworthyAI

Stories, interviews, and analysis in this subject.

DeepMind Gives AI-Designed Proteins a Hidden Signature
Mindbytes Sep 30, 2026

DeepMind Gives AI-Designed Proteins a Hidden Signature

Could AI-designed proteins carry a hidden signature? Google DeepMind’s SynthID Bio embeds detectable watermarks that survived laboratory testing while preserving biological activity, opening a path to tracking their origins.
gizmo guru 1 min read
Researchers Build Neural Networks With Verified Constraints
Mindbytes Sep 29, 2026

Researchers Build Neural Networks With Verified Constraints

Can AI be built to follow provable rules? Researchers combine neural network training with formal verification to correct failures and meet specified constraints, advancing efforts towards more reliable systems.
gizmo guru 2 min read
AI Confidence Signals Shape When Models Answer
Mindbytes Sep 28, 2026

AI Confidence Signals Shape When Models Answer

Internal confidence signals shape whether AI models answer or abstain, experiments suggest, raising questions over how developers build systems that know when to stay silent rather than merely sound fluent.
gizmo guru 2 min read
Generation AI and the common future of biology and technology
Article Dec 11, 2025

Generation AI and the common future of biology and technology

A review of “Generation AI and the Transformation of Human Being,” by Gregory Stock, with commentary.
Giulio Prisco 13 min read
Beyond UN AI Safety Committees: The AI Commons Framework
Podcast Aug 21, 2026

Beyond UN AI Safety Committees: The AI Commons Framework

Dr. Mihaela Ulieru and Dr. Em Lenartowicz explore a radically different approach to governing AI, while breaking down the failure of current AI governance.

Mindplex Magazine 1 min read
AI is being integrated into everyday decision-making faster
Community Jan 22, 2026

AI is being integrated into everyday decision-making faster

AI adoption is skyrocketing, yet literacy lags. Chatbots aid learning and work, but without understanding their limits, society risks bias, privacy issues, eroded critical thinking, and diminished creativity.

Muluken Mesele 2 min read
Look Before You Leap: Uncertainty as the Key to Trustworthy LLMs
Community Nov 12, 2025

Look Before You Leap: Uncertainty as the Key to Trustworthy LLMs

LLMs hallucinate confidently. Uncertainty estimation flags errors in NLP & code—strong on open-source models, misses nuances in GPT-4o. A plug-and-play step toward safer, self-aware AI.

Hailom Asegede 3 min read
Stanford Research Exposes Hidden Crisis in AI Benchmarking
Mindbytes Dec 11, 2025

Stanford Research Exposes Hidden Crisis in AI Benchmarking

Stanford researchers find 5% of AI benchmark questions are flawed, distorting model rankings and investment. Their new method detects these "fantastic bugs" with 84% precision.

Linsey Smith 1 min read
Designing Meaning: How Curiosity and Imagination Shape the New AI Economy
Podcast Jan 12, 2026

Designing Meaning: How Curiosity and Imagination Shape the New AI Economy

How can we reimagine AI as a mirror for the human mind? Explore how reflective AI can awaken curiosity, nurture creativity, and help humanity think—rather than just automate.

Mindplex Magazine 1 min read
New insights into American views on AI
News Jun 18, 2025

New insights into American views on AI

Survey reveals negative perceptions of AI scientists, with less political divide, highlighting need for transparent communication about technology regulation.

Giulio Prisco 2 min read