Deep Learning Weekly: Issue 443
Optimizing AI IDEs at Scale, What do “economic value” benchmarks tell us, a paper on MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents, and many more!
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Gemini 3.1 Pro: A smarter model for your most complex tasks
3.1 Pro is designed for tasks where a simple answer isn’t enough.
Research Blog
Media Authenticity Methods in Practice: Capabilities, Limitations, and Directions
As synthetic media grows, verifying what’s real, and the origin of content, matters more than ever. Our latest report explores media integrity and authentication methods, their limits, and practical paths toward trustworthy provenance across images, audio, and video.
The post Media Authenticity Methods in Practice: Capabilities, Limitations, and Directions appeared first on Microsoft Research.
AAAI, AAAI2026, articles
Relational neurosymbolic Markov models
Image generated using Gemini 3 Nano Banana Pro. Telling agents what to do Our most powerful artificial agents cannot be told exactly what to do, especially in complex planning environments. They almost exclusively rely on neural networks to perform their tasks, but neural networks cannot easily be told to obey certain rules or adhere to […]
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Building a Simple MCP Server in Python
Have you ever tried connecting a language model to your own data or tools? If so, you know it often means writing custom integrations, managing API schemas, and wrestling with authentication.
Global Affairs
Advancing independent research on AI alignment
OpenAI commits $7.5M to The Alignment Project to fund independent AI alignment research, strengthening global efforts to address AGI safety and security risks.
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Marek’s Dev Diary: February 19, 2026
Every Thursday, I will share a dev diary about what we’ve been working on over the past few weeks. I’ll focus on the interesting challenges and solutions that I encountered. I won’t be able to cover everything, but I’ll share what caught my interest. I want to bring our community along on this journey, and I simply…
Ethics, Human factors, Impacts
After Orthogonality: Virtue-Ethical Agency and AI Alignment
Preface
This essay argues that rational people don’t have goals, and that rational AIs shouldn’t have goals. Human actions are rational not because we direct them at some final ‘goals,’ but because we align actions to practices[1]: networks of actions, action-dispositions, action-evaluation criteria,
Global Affairs
Introducing OpenAI for India
OpenAI for India expands AI access across the country—building local infrastructure, powering enterprises, and advancing workforce skills.
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Waymo just revealed a crucial statistic for scaling its technology
At any moment, just 70 people oversee Waymo’s 3,000-vehicle fleet.