Blog Posts | Joshua Berkowitz

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2025 ×

Gemini 2.5 Deep Think: AI Achieves Gold-Level Performance at the ICPC World Finals

Artificial intelligence continues to break new ground, and Gemini 2.5 Deep Think’s gold-level performance at the 2025 ICPC World Finals is a testament to how far machine problem-solving has come. This...

AI breakthroughs artificial intelligence collaborative AI competitive programming Gemini ICPC problem solving reinforcement learning

Sep 17, 2025

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EpMAN Reweights Attention With Episodic Memory To Tackle 256k-Token Contexts

Long-context reasoning is still a weak spot for many large language models, even as context windows grow. The ACL 2025 paper EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ...

ACL 2025 attention episodic-memory LLM long-context RAG

Sep 17, 2025

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Papers

UItron Sets a Higher Bar for GUI Agents

UItron is an open-source foundation model for GUI agents that tackles a hard problem in computer use automation: understanding complex interfaces and turning natural language goals into precise on-scr...

GUI agents OSWorld Reinforcement learning ScreenSpot VisualWebBench

Sep 17, 2025

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Papers

Smarter LLMs: How the vLLM Semantic Router Delivers Fast, Efficient Inference

Large language models are evolving rapidly. Instead of simply increasing their size, innovators now focus on maximizing efficiency, reducing latency, and assigning compute resources according to query...

enterprise AI Kubernetes latency optimization LLM inference model efficiency open source AI semantic routing

Sep 17, 2025

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News

Pytorch Conference 2025 is Coming October 22nd

The world of Artificial Intelligence is constantly evolving, and for those at the forefront of this revolution, the annual PyTorch Conference is a can't-miss event. This year, from October 22-23 in Sa...

Sep 17, 2025

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OpenAI's GPT-5-Codex: The Next Evolution in AI-Powered Coding

OpenAI has taken a bold step forward in the AI coding space by introducing GPT-5-Codex. This new release redefines what developers can expect from AI-powered coding assistants, offering new levels of ...

AI coding benchmarking code review Codex GPT-5 OpenAI software development

Sep 16, 2025

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ElizaOS: A Full-Stack, Model-Agnostic Framework For Multi-Agent Applications

Eliza is a production-grade TypeScript framework architected for building, deploying, and orchestrating autonomous AI agents that think, remember, and act across multiple platforms. At its heart lies ...

AI Agents CLI Database Open Source Plugin Architecture Production TypeScript Web UI

Sep 16, 2025

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Github Repos

FlowER: MIT's Chemical Reaction Predictior with Generative AI

MIT researchers are developing a generative AI system that not only predicts chemical reactions but does so while adhering to the physical laws that govern real-world chemistry. Modeling chemical reac...

Chemical reactions Chemistry Electron conservation Generative AI Machine learning Materials discovery Open source Reaction prediction

Sep 16, 2025

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News

Lilly’s TuneLab Is Democratizing AI for Drug Discovery

The pharmaceutical industry is experiencing a transformative shift as Eli Lilly introduces TuneLab , a sophisticated artificial intelligence platform designed to accelerate and democratize drug discov...

AI drug discovery biotechnology Eli Lilly healthcare innovation machine learning pharmaceuticals research partnerships

Sep 16, 2025

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News

How Public-Private Partnerships Are Accelerating Fusion Energy Breakthroughs

Fusion energy has long promised a future of abundant, clean power, but turning this scientific vision into commercial reality requires more than academic innovation. The ST40 reactor collaboration sta...

fusion energy plasma physics public-private partnerships research innovation scientific collaboration spherical tokamak Tokamak Energy

Sep 16, 2025

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News

MIT’s Autonomous Platform Supercharges Polymer Discovery

Polymer discovery has long been a slow, laborious process. Now, MIT researchers have introduced an autonomous platform that can identify, mix, and test up to 700 new polymer materials in a single day....

automation battery technology chemical engineering drug delivery machine learning materials discovery polymer science robotics

Sep 14, 2025

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News

How IBM Research Is Shaping the Future of Algorithm Development

Algorithm development is entering an exciting phase as quantum computing and artificial intelligence (AI) begin to blend with traditional high-performance computing. IBM Research is using its extensiv...

algorithms artificial intelligence high-performance computing IBM Research linear algebra optimization quantum computing stochastic processes

Sep 13, 2025

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