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AI Safety

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More in AI Safety

ExplainerMechanistic Interpretability

Linear Probe Rank Distortions Expose Why Mechanistic Interpretability Misattributes Polysemantic Neurons

Mechanistic Interpretability Researchers 40%AI Safety Regulators 30%Open-Source Developers 30%

2 sources · 2d ago

ExplainerAI Alignment

How Utility Uncertainty Gives Human Shutdown Positive Value of Information in AI Systems

AI Safety Researchers 45%Applied Systems Engineers 35%Classical RL Theorists 20%

5 sources · 9d ago

ExplainerRepresentation Engineering

Erasing a Single Activation Vector Disables Safety Refusal Across Open-Weight Models

AI Safety Researchers 40%Open-Source Advocates 35%Interpretability Engineers 25%

4 sources · 14d ago

Deep DiveAdversarial Machine Learning

How the Shift to Generative AI Inverted the Adversarial Machine Learning Attack Surface

AI Security Researchers 50%Model Developers 30%Enterprise Adopters 20%

2 sources · 20d ago

Research BriefAI Safety

The Evaluation Gap in the 2026 International AI Safety Report

AI Safety Researchers 40%Open-Source Advocates 30%Factlen Analytical View 30%

2 sources · 20d ago

ExplainerAI Robustness

The Mathematical Blind Spot in AI Safety: How Lp Norms Define Adversarial Perturbation Budgets

Perceptual Alignment Critics 35%Multi-Norm Attack Researchers 35%Mathematical Robustness Advocates 30%

10 sources · 27d ago

Frontier AISelf-Regulation Move

Google, OpenAI, and Anthropic Plan Independent Standards Authority for Frontier AI

Industry Self-Regulators 40%Federal Oversight Advocates 35%International Governance Proponents 25%

5 sources · 27d ago

ExplainerConstitutional AI

How Constitutional AI Replaces Human Feedback With a Written Rulebook

AI Safety Researchers 45%Ethics & Policy Advocates 35%Human-in-the-Loop Proponents 20%

4 sources · 37d ago

ExplainerAdversarial Machine Learning

Fast Gradient Sign Method Reverses Loss Gradients to Force AI Misclassifications

AI Researchers 40%Security Practitioners 35%Systems Engineers 25%

9 sources · 41d ago

ExplainerActivation Steering

How Activation Steering Modifies AI Behavior Without Retraining

Interpretability Researchers 35%AI Safety Auditors 35%Model Deployers 30%

7 sources · 46d ago

ExplainerModel Transparency

Mechanistic Interpretability: Mapping Neural Network Features and Circuits to Decode AI

Mechanistic Interpretability Researchers 40%Empirical AI Safety Teams 30%Deep Learning Theorists 30%

6 sources · 50d ago

ExplainerAI Safety

How AI Safety Guardrails Are Forcing Cyber Defenders to Rely on Open-Weight Models

Cybersecurity Responders 45%Open-Source Advocates 35%AI Safety Analysts 20%

4 sources · 63d ago

World Models

Fei-Fei Li and Yann LeCun Launch Billion-Dollar Ventures to Build 'World Models' for AI

Generative Spatial Advocates 35%Abstract Reasoning Proponents 35%AI Industry Analysts 30%

7 sources · 67d ago

AI Biosecurity

Frontier AI Models Outperform PhD Virologists in Lab Tasks, Lowering Barrier for Bioweapon Development

AI Safety Researchers 40%Biosecurity Pragmatists 40%Open-Science Advocates 20%

7 sources · 76d ago

Embodied AISafety Explainer

Study Finds LLM-Powered Robots Fail Safety Tests, Approving Commands for Physical Harm

AI Safety Researchers 40%Robotics Industry Analysts 30%Consumer Protection Advocates 30%

7 sources · 100d ago

AI Copyright

Anthropic Settles Landmark Author Copyright Lawsuit for $1.5 Billion, Establishing AI's First Royalty Model

Creators & Rights Holders 41%Commercial AI Pragmatists 35%Fair Use Defenders 24%

7 sources · 104d ago

ExplainerAI Alignment

LawZero and Yoshua Bengio Propose Mathematical Framework for 'Disinterested AI'

AI Safety Researchers 50%Defense & Security Analysts 25%Public Interest Advocates 25%

4 sources · 111d ago

Agentic Architecture

Explainer: How Anthropic's Leaked 'Self-Healing Memory' is Rewriting the Rules of AI Agents

Open-Source Developers 45%Cybersecurity Analysts 30%Enterprise AI Architects 25%

3 sources · 119d ago

ExplainerAI Interpretability

Unlocking the Black Box: How Sparse Autoencoders Are Making AI Interpretable

AI Safety Researchers 40%Open-Source Advocates 30%Commercial AI Developers 30%

6 sources · 132d ago

ExplainerAI Transparency

Inside the Black Box: How Mechanistic Interpretability is Making AI Safe

AI Safety Researchers 40%Open-Source Advocates 30%Commercial AI Developers 30%

7 sources · 136d ago

AI TransparencyPolicy Implementation

Tech Industry Standardizes AI Watermarking and Provenance Ahead of EU AI Act Deadline

Provenance Advocates 40%Regulatory Bodies 35%Security Researchers 25%

2 sources · 136d ago

ExplainerMotorcycle Tech

The Digital Co-Pilot: How Radar and AI Are Revolutionizing Motorcycle Safety

Safety Technologists 45%Rider Training Advocates 35%Traditionalist Motorcyclists 20%

4 sources · 136d ago

AI Supply ChainPolicy Explainer

Bipartisan 'Cloud Security Act' Targets Major Loophole Allowing Adversaries to Rent Restricted AI Compute

National Security Advocates 45%Cloud Infrastructure Providers 35%Global Trade Analysts 20%

4 sources · 113d ago

AnalysisOpen-Source AI

Debate Intensifies Over Safety and Regulation of Open-Source AI Models

Democratization & Innovation 45%Security & Risk Mitigation 35%Regulatory Pragmatism 20%

2 sources · 144d ago

AnalysisOpen-Source AI

The Debate Over Open-Source AI: Innovation Catalyst or Global Security Threat?

Open-Source Advocates 40%Security & Safety Proponents 35%Pragmatic Regulators 25%

1 sources · 144d ago

Elder CybercrimeTrend Analysis

FBI Reports Record $7.7 Billion Lost to Elder Cybercrime in 2025 as AI Scams Surge

Law Enforcement 40%Cybersecurity Sector 35%Elder Advocates 25%

3 sources · 144d ago