Research9 min read
Microsoft Research Podcast on AI Failures and Evaluation
Jennifer Neville discusses how standard benchmarks miss real-world AI failures in a new Microsoft Research Podcast episode.
From Microsoft Research
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Research9 min read
Jennifer Neville discusses how standard benchmarks miss real-world AI failures in a new Microsoft Research Podcast episode.
From Microsoft Research
Research9 min read
Google released a new model that turns search trends and weather data into location fingerprints. These inputs improve disease forecasting without needing custom training.
From Google Research blog
Photo: Yan Krukau
Research10 min read
Google released a report on privacy and security challenges for autonomous agents using the theory of Contextual Integrity.
From Google Research blog
Research15 min read
Apple researchers published work on user-controlled sensing systems and a new knowledge extraction tool called ODKE+.
From Apple machine learning research
Research1 min read
Apple researchers found diffusion models are often overconfident in discrete tasks. They also warn that on-policy distillation can hurt reasoning model training.
From Apple machine learning research
Research1 min read
Apple researchers show that teaching models to distinguish languages helps them learn better in multilingual settings.
From Apple machine learning research
Research1 min read
The unstated disagreement that underpins safety debates
From AI Snake Oil
Research1 min read
Augmenting a network graph with agentic AI produces a “digital twin” that can help isolate network failures.
From Amazon Science
Research1 min read
Recent autonomous machine learning engineering (MLE) agents have made significant progress on public leaderboards. Often motivated by progress stagnation over long-horizon cycles and limited Large Language Model (LLM) primitives, modern ...
From Apple machine learning research
Research1 min read
The common paradigm of reinforcement learning with verifiable rewards (RLVR) is to let agents make multiple attempts at a task, and optimize towards the successful ones. This becomes problematic in the realms of self-improvement, where t...
From Apple machine learning research
Research2 min read
Google DeepMind announced Gemini 4 Argon, a new AI model with a 1 million token limit, designed for complex workflows in coding, finance, legal, and cybersecurity.
From Google DeepMind blog
Research1 min read
Extreme space-weather events can damage power systems on Earth and degrade GPS accuracy and satellite operations. A new machine learning system can predict where damage is likely to occur 30-60 minutes before a storm arrives. The post Fo...
From Microsoft Research
Research1 min read
Proof of concept for watermarking AI-generated proteins while preserving biological function.
From Google DeepMind blog
Research1 min read
Continual-learning agents are systems of models, harnesses, and memory operating over long multi-session horizons. Evaluating and training them requires interleaving tasks with agent-side events such as session stop and start, crons, and...
From Apple machine learning research
Research1 min read
Controlling the output of Large Language Models (LLMs) is a central challenge for their reliable deployment, yet a clear understanding of the involved trade-offs remains elusive. Current approaches to conditioning are often evaluated wit...
From Apple machine learning research
Research1 min read
Algorithms & Theory
From Google Research blog
Research1 min read
Biology doesn't operate in silos, and neither should the AI representation of it. Quine is an early-stage research effort to create a multimodal world model of biology. By connecting insights across biological scales and modalities, Quin...
From Microsoft Research
Research1 min read
When language models reason in chain-of-thought or exchange free-text intermediates, they serialize structured information into natural language. How much tree-structured compositional content survives this bottleneck? We propose a round...
From Apple machine learning research
Research1 min read
Since launching a year ago, the Microsoft Research Asia — Singapore lab has established a strong foundation, deepened collaboration across government, academia, and industry, and explored how frontier AI research can create real-world va...
From Microsoft Research
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