Blog Posts | Joshua Berkowitz

594 Articles

2025 ×

GraphBAN Marries Graphs and LLMs to Predict New Compound-Protein Interactions

Understanding how small molecules interact with proteins is a cornerstone of modern drug discovery. These compound–protein interactions (CPIs) determine whether a candidate molecule can modulate a bio...

BAN CDAN compound-protein interactions domain adaptation drug discovery graph neural networks knowledge distillation

Nov 2, 2025

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3D Nanoprinted Microneedles That Resist Clogging In Embryo Microinjection

A new study in Microsystems & Nanoengineering introduces a microneedle tip architecture aimed at a common failure in microinjection workflows: clogging during penetration and delivery. The team led by...

3d-printing clogging dlw microinjection microneedle zebrafish

Nov 2, 2025

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Papers

Rubrics As Rewards: Reinforcement Learning Beyond Verifiable Domains

When AI Doctors Need Better Report Cards A future where AI is designed to help improve diagnostic medicine and even find rare diseases may be very close thanks to research from ScaleAI. But what does ...

AI training healthcare AI interpretability machine learning reinforcement learning rubrics

Nov 2, 2025

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Microsoft’s Latest Partnerships Are Accelerating AI-Driven Scientific Discovery

Artificial intelligence is transforming the pace and scope of scientific discovery, and Microsoft is leading this evolution by connecting its advanced technologies with regional researchers and entrep...

AI community impact high-performance computing innovation partnerships scientific discovery TechSpark

Nov 1, 2025

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What Your Brain Does When You Skip Sleep: Unveiling the Attention-Cleaning Tradeoff

Have you ever struggled to concentrate after a restless night and wondered what’s going on inside your head? Recent MIT research uncovers a fascinating link between sleep deprivation, lapses in attent...

attention lapses brain health cerebrospinal fluid cognitive function MIT research neuroscience physiology sleep deprivation

Nov 1, 2025

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Adobe Firefly Image 5: Transforming Creative AI with Layers, Custom Models, and More

Adobe’s Firefly Image 5 is redefining how creators use AI to design, edit, and produce digital content. Adobe’s latest release delivers intuitive, professional-grade tools that make generative AI more...

Adobe audio generation creative tools custom models Firefly generative AI image editing video editing

Nov 1, 2025

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Sora’s Upgrades: Character Cameos and Video Stitching Transform AI Creativity

OpenAI’s Sora app is redefining the boundaries of AI-powered video creation, captivating users with a suite of new features designed for personalization and dynamic storytelling. These updates are not...

AI video app update character cameo creative tools deepfake OpenAI Sora video editing

Nov 1, 2025

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Test-Time Diffusion for Deep Research: How Google's Breakthrough Approach Revolutionizes AI-Powered Research

Introduction: The Dawn of Iterative Research AI A groundbreaking paper from Google Cloud AI Research introduces Deep Researcher with Test-Time Diffusion (TTD-DR), a revolutionary research agent that f...

ai agents benchmark evaluation comparative analysis deep research diffusion models google research research automation test-time diffusion

Nov 1, 2025

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Papers

Is In-Context Learning - Learning? Evidence From 1.89M Predictions

In-context learning (ICL) is the claim that an autoregressive large language model can learn a task from a handful of examples in its prompt, then generalize without updating weights. The paper Is In-...

chain-of-thought formal languages generalization ICL in-context learning OOD prompting

Nov 1, 2025

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Papers

How Direct Reasoning Optimization Teaches LLMs to Grade Their Own Thinking

Large language models have learned to reason well in math and coding thanks to reinforcement learning with verifiable rewards, where an answer can be checked automatically. Open-ended tasks like rewri...

chain-of-thought FinQA GRPO ParaRev R3 reinforcement learning RLVR

Nov 1, 2025

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Papers

Unlocking Better Code Reviews: Explore GitHub Code Quality's Public Preview

GitHub Code Quality, now in public preview, isembedding automated insights and fixes directly within your workflow helping to transform every code review into a strategic improvements for your project...

code quality Copilot developer tools GitHub pull requests static analysis technical debt

Oct 31, 2025

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Microsoft and Princeton University Spark a New Era of AI Innovation in New Jersey

New Jersey is set to become a national leader in artificial intelligence, thanks to a groundbreaking partnership between Microsoft and Princeton University. As a founding partner of the New Jersey Art...

AI research Discovery platform Innovation hub Microsoft New Jersey Princeton University Public-private partnership Workforce development

Oct 30, 2025

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