arXiv:2509.00923v2 Announce Type: replace-cross Abstract: Monte Carlo Counterfactual Regret Minimization (MCCFR) has emerged as a cornerstone algorithm for solving extensive-form games, but its integration with deep neural networks introduces scale-dependent challenges that manifest differently across game complexities. This paper presents a comprehensive analysis of how neural MCCFR component effectiveness varies with game scale and proposes an adaptive framework for selective component deployment. We identify that theoretical risks such as nonstationary target distribution shifts, action support collapse, variance explosion, […]

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Get Started with Rust: Enums There are two ways to create custom data types in Rust: structs and enums. In contrast to structs, enums construct a type that has multiple variants and not multiple fields. While structs are a part of pretty much any programming language, enums are not so mainstream and are mostly seen in statically typed functional languages like Haskell or OCaml. But, as we’ll see, they are quite nice for domain modeling with types. This […]

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arXiv:2602.20324v1 Announce Type: new Abstract: Phenotyping is fundamental to rare disease diagnosis, but manual curation of structured phenotypes from clinical notes is labor-intensive and difficult to scale. Existing artificial intelligence approaches typically optimize individual components of phenotyping but do not operationalize the full clinical workflow of extracting features from clinical text, standardizing them to Human Phenotype Ontology (HPO) terms, and prioritizing diagnostically informative HPO terms. We developed RARE-PHENIX, an end-to-end AI framework for rare disease phenotyping that integrates […]

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How Can I Use Claude Code Effectively?​ There’s a lot of hype around vibe coding with Claude Code. The good news is that it’s warranted. Claude Code can take care of some surprisingly complex coding tasks. The bad news is that it’s over-hyped, with claims of amazing apps being vibe coded in a couple hours, or complex workflows that use 10 parallel sub-agents running in a loop to replace the work of 5 software engineers. If you’re not […]

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arXiv:2507.12549v3 Announce Type: replace-cross Abstract: While machine learning has advanced through massive parallelization, we identify a critical blind spot: some problems are fundamentally sequential. These “inherently serial” problems-from mathematical reasoning to physical simulations to sequential decision-making-require sequentially dependent computational steps that cannot be efficiently parallelized. We formalize this distinction in complexity theory, and demonstrate that current parallel-centric architectures face fundamental limitations on such tasks. Then, we show for first time that diffusion models despite their sequential nature are […]

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arXiv:2506.16230v2 Announce Type: replace-cross Abstract: Risk measures such as Conditional Value-at-Risk (CVaR) focus on extreme losses, where scarce tail data makes model error unavoidable. To hedge misspecification, one evaluates worst-case tail risk over an ambiguity set. Using Extreme Value Theory (EVT), we derive first-order asymptotics for worst-case tail risk for a broad class of tail-risk measures under standard ambiguity sets, including Wasserstein balls and $phi$-divergence neighborhoods. We show that robustification can alter the nominal tail asymptotic scaling as […]

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As a senior cloud engineer who has architected solutions across multiple cloud platforms, I’ve learned that choosing the right load balancer can make or break your application’s performance, scalability, and cost efficiency. This guide dives deep into the load balancing offerings from AWS, GCP, and Azure, explaining how they work internally and when to use each type. Understanding Load Balancer Fundamentals Before we dive into specific offerings, let’s understand what happens inside a load balancer. At its core, […]

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The Australian data center operator plans to set up 5GW of capacity in India.

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The $25 million video call The finance officer did everything right. He joined the Zoom call. He recognised the CFO’s face. He heard the familiar voice, the same cadence, the same informal tone from dozens of previous meetings. The CFO explained that the acquisition was moving faster than expected. The wire needed to go out before the end of business. Confidentiality was important. Move quickly. He transferred $25 million to an account in Hong Kong. But the bitter […]

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Last week, we went over Peter Parker’s best suits in Marvel’s Spider-Man 2. But the game featured another protagonist: Miles Morales. And so today, we’ll go over his best suits. Just like Peter, Miles had some stinkers, but also some gems. Here are his 5 best suits in Marvel’s Spider-Man 2. P.S. I got all these screenshots from this YouTube video. Make sure to check it out! Miles Morales 5 Best Suits in Marvel’s Spider-Man 2 Smoke and Mirrors Suit […]

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