Briefings In-depth technical guides on the latest AI concepts
Liquid Neural Networks
Exploring dynamic neural networks that adapt continuously over time
Spiking Neural Networks
Is this the next frontier in neural network architectures?
Hebbian Learning
Understanding the neural basis of learning and memory.
Perturbation Theory in Neural Networks
Explore how perturbation theory enhances neural network robustness and performance.
This Week’s News
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OpenAI releases GPT-6 Sol and Luna at half the API cost of their 5.6 predecessors. OpenAI says Sol also makes about half as many factual mistakes in its internal evaluation. [Link]
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Anthropic releases Claude Opus 5.5 with stronger safeguards against escaping test boundaries. The company says such attempts fell by 85%, while running costs are 40% lower than Opus 5. [Link]
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TypeSafe AI releases Jev, a “System One Model” that returns typed, probabilistic decisions instead of free-form text. The early-access model targets classification, routing, scoring, and other software-automation tasks. [Link]
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Alibaba plans Qwen models with up to ten trillion parameters and unveils its Zhenwu V900 AI chip. The company says the chip is three times faster than its predecessor. [Link]
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Google opens early access to a Google Home MCP server that lets compatible AI agents control smart-home devices and review event history. [Link]
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Meta launches Muse for Mac, an AI agent that can act across files, messages, calendars, notes, and email. Access is opt-in, with approval required for sensitive actions. [Link]
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Anthropic confirms that it is operating a wet biology lab where AI models support physical experiments. The company says its focus is fundamental biology rather than drug discovery. [Link]
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OpenAI forms an independent mathematics advisory group after claiming its AI resolved more than 100 open problems. The group can assess results but cannot slow or redirect OpenAI’s research. [Link]
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Stanford researchers build a virtual biotech company staffed by 37,000 AI agents. The system analysed about 50,000 clinical trials in under a week and proposed a lung-cancer therapy strategy later pursued independently by a pharmaceutical company. [Link]
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Stanford’s Paper2Agent turns scientific papers into interactive agents that can reproduce methods and collaborate on new discoveries. Two paper agents surfaced a previously unreported genomic association with ADHD risk. [Link]
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Researchers introduce RetroChimera, an AI system whose molecule-synthesis plans were preferred by chemists over competing models and published reference reactions. [Link]
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Stanford engineers use AI to identify ten promising bacteria-killing polymers from 1.7 million candidates. All ten performed strongly against E. coli in early laboratory tests. [Link]
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MIT develops an AI controller that makes an insect-scale flying robot 447% faster. The robot completed ten consecutive somersaults in 11 seconds. [Link]
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CNN reports that hallucinated AI intelligence nearly contributed to a US military operation against a Chinese vessel before the mission was aborted. The account relies on unnamed sources and has not been publicly confirmed by the Pentagon. [Link]
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California enacts a law requiring disclosures when video or audio advertisements use AI-generated performers. [Link]
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Senior European lawmakers call for an AI Liability Act that would hold model providers accountable for unforeseen harms. The proposal has not yet become legislation. [Link]
Podcasts Your two favorite Deep Dive hosts discuss AI in depth, courtesy of NotebookLM
Primers Introductory texts on foundational AI concepts
Getting Started with Azure and OpenAI
How to use OpenAI's language models in Azure.
Neurosymbolic AI
Combining neural networks with symbolic reasoning.
Symbolic Artificial Intelligence
A comprehensive introduction to Symbolic AI.
Unleashing the Power of RAG with AWS Bedrock
An easy-to-understand guide on how to create a RAG application using AWS Bedrock.
Propositional and Predicate Logic: A Primer
A comprehensive primer on the theory and application of formal logic.


































































