Insights & Research
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AI Digest
New Concepts, Emerging and Important Issues are revealed and discussed here
AI Digest articles translate complex AI safety issues into clear, digestible insights.
These digests help engineers, policymakers, and the public understand fast‑moving risks and opportunities.
Catastrophic Risk Research: Safe AI Operating Point (SAIOP)
Read more about SAIOP and how it can prevent catastrophic AI Risk
We coined "AI Runaway" as the phenomenon where humans lose control of AI, resulting in destruction or catastrophe.
Read paper now | Explanation Poster 01 | Poster 02 | Key Points |
Comparisons:
SAIOP vs. OpenAI | SAIOP vs. Anthropic | SAIOP vs. Google Deepmind |
Catastrophic Risk Research: AGI & ASI Demystified
We defined what distinguishes an AI to be AGI, safeAGI and unsafeAGI
We distinguished what makes an AI an AGI and ASI.
We introduced 4 Dimensions of Intelligence: (1) Human Tasks, (2) Human Knowledge, (3) Strategy, Planning & General Intelligence, and (4) Supporting Abilities.
Catastrophic Risk Research: 5 Upcoming Dangers of AI
We identified these 5 dangers that will trigger catastrophic risks on society: (1) Recursive AI , (2) unsafe AGI & ASI, (3) Over-Scaling , (4) Uncontrollable AI with Total Autonomy, (5) Misuse, Abuse, Weaponization & Sole Autocracy.
Ethical & Social Responsibilities of AI Software Industries
We advocate that: (1) AI Products must benefit mankind and be Safe to Use, (2) AI’s path should not be shaped by profits alone, (3) Dangers of Over-Hyping, (4) Uphold Responsible & Truthful AI.
The AI Funnel - How is AI being Shaped?
Our insights on who and how AI is being shaped right now!!
This insight helps everyone understand the AI filtering landscape and how Usable AI comes about.
Click on the figure to know more.
Digital Immortality & Digital Self
A new concept to build "Digital Self" to achieve immortality.
AI & Hollywood
A new concept of future "AI Studios", challenging Hollywood Studios
AI Impact Roadmap
We introduced the 3 stages of AI Progression that will impact Jobs, Enterprises, and Society.
This roadmap helps governments, companies, and workers prepare for economic disruption.
AI Risks
We introduced 4 new actions for Industries - (1) AI safety warnings, (2) safety disclosures, (3) safety reporting and (4) implementation of safety measures into products.
AI Safety Benchmarking
We introduced AI Safety Benchmarking
AI Safety Model
We introduced a 4-Pillar AI Safety Model (see diagram)
We included Compliance Safety as a necessity for AI Safety.
Compliance safety includes:
Regulation and Ethics
Energy
Green (the environment)
Core Safety Philosophy
Co-pilot partly drafted our Foundation's Core AI Safety Philosophy
5 Philosophies have been identified.
Click the figure and watch the 3-minute slideshow.
AI Prophecy
We revealed the need for safe-and-optimal operating point to achieve AI Prosperity Without Catastrophe.
Masters in AI (Revised & Revisited)
We revise traditional CS Master Degree in AI to include essential non-CS topics, such as AI Ethics and Governance, etc.
We propose a 60-40 curriculum model to provide the best balanced portfolio and coverage for the current state of AI.
Policy & Guidelines for AI Robots
Revised Laws of Robotics; establish the need for robots' IDs, accountability and quota. Global humanoid robots population should not exceed one third of world human population for safety reasons.
