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3 Hyperparameter Tuning Techniques That Go Beyond Grid Search KDnuggets

3 Hyperparameter Tuning Techniques That Go Beyond Grid Search KDnuggets

3 Hyperparameter Tuning Techniques That Go Beyond Grid SearchKDnuggets Uncover how advanced hyperparameter search methods in machine learning work, and why they can find optimal model configurations faster.

 Uncover how advanced hyperparameter search methods in machine learning work, and why they can find optimal model configurations faster. Read More  

Daily AI News
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Microsoft Research Releases OptiMind: A 20B Parameter Model that Turns Natural Language into Solver Ready Optimization Models MarkTechPost

Microsoft Research Releases OptiMind: A 20B Parameter Model that Turns Natural Language into Solver Ready Optimization ModelsMarkTechPost Microsoft Research has released OptiMind, an AI based system that converts natural language descriptions of complex decision problems into mathematical formulations that optimization solvers can execute. It targets a long standing bottleneck in operations research, where translating business intent into mixed integer linear programs usually needs expert modelers and days of work. What OptiMind Is
The post Microsoft Research Releases OptiMind: A 20B Parameter Model that Turns Natural Language into Solver Ready Optimization Models appeared first on MarkTechPost.

 Microsoft Research has released OptiMind, an AI based system that converts natural language descriptions of complex decision problems into mathematical formulations that optimization solvers can execute. It targets a long standing bottleneck in operations research, where translating business intent into mixed integer linear programs usually needs expert modelers and days of work. What OptiMind Is
The post Microsoft Research Releases OptiMind: A 20B Parameter Model that Turns Natural Language into Solver Ready Optimization Models appeared first on MarkTechPost. Read More  

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How to Design a Fully Streaming Voice Agent with End-to-End Latency Budgets, Incremental ASR, LLM Streaming, and Real-Time TTS MarkTechPost

How to Design a Fully Streaming Voice Agent with End-to-End Latency Budgets, Incremental ASR, LLM Streaming, and Real-Time TTSMarkTechPost In this tutorial, we build an end-to-end streaming voice agent that mirrors how modern low-latency conversational systems operate in real time. We simulate the complete pipeline, from chunked audio input and streaming speech recognition to incremental language model reasoning and streamed text-to-speech output, while explicitly tracking latency at every stage. By working with strict latency
The post How to Design a Fully Streaming Voice Agent with End-to-End Latency Budgets, Incremental ASR, LLM Streaming, and Real-Time TTS appeared first on MarkTechPost.

 In this tutorial, we build an end-to-end streaming voice agent that mirrors how modern low-latency conversational systems operate in real time. We simulate the complete pipeline, from chunked audio input and streaming speech recognition to incremental language model reasoning and streamed text-to-speech output, while explicitly tracking latency at every stage. By working with strict latency
The post How to Design a Fully Streaming Voice Agent with End-to-End Latency Budgets, Incremental ASR, LLM Streaming, and Real-Time TTS appeared first on MarkTechPost. Read More  

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Why Secrets in JavaScript Bundles are Still Being Missed The Hacker Newsinfo@thehackernews.com (The Hacker News)

Leaked API keys are no longer unusual, nor are the breaches that follow. So why are sensitive tokens still being so easily exposed? To find out, Intruder’s research team looked at what traditional vulnerability scanners actually cover and built a new secrets detection method to address gaps in existing approaches.  Applying this at scale by […]

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Tudou Guarantee Marketplace Halts Telegram Transactions After Processing Over $12 Billion The Hacker Newsinfo@thehackernews.com (The Hacker News)

A Telegram-based guarantee marketplace known for advertising a broad range of illicit services appears to be winding down its operations, according to new findings from Elliptic. The blockchain intelligence company said Tudou Guarantee has effectively ceased transactions through its public Telegram groups following a period of significant growth. The marketplace is estimated to have processed Read […]

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Cloudflare Fixes ACME Validation Bug Allowing WAF Bypass to Origin Servers The Hacker Newsinfo@thehackernews.com (The Hacker News)

Cloudflare has addressed a security vulnerability impacting its Automatic Certificate Management Environment (ACME) validation logic that made it possible to bypass security controls and access origin servers.  “The vulnerability was rooted in how our edge network processed requests destined for the ACME HTTP-01 challenge path (/.well-known/acme-challenge/*),” the web infrastructure Read More 

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Why Package Installs Are Slow (And How to Fix It) Towards Data Science

Why Package Installs Are Slow (And How to Fix It)Towards Data Science How sharded indexing patterns solve a scaling problem in package management
The post Why Package Installs Are Slow (And How to Fix It) appeared first on Towards Data Science.

 How sharded indexing patterns solve a scaling problem in package management
The post Why Package Installs Are Slow (And How to Fix It) appeared first on Towards Data Science. Read More  

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10 GitHub Repositories to Ace Any Tech Interview KDnuggets

10 GitHub Repositories to Ace Any Tech Interview KDnuggets

10 GitHub Repositories to Ace Any Tech InterviewKDnuggets The most trusted GitHub repositories to help you master coding interviews, system design, backend engineering, scalability, data structures and algorithms, and machine learning interviews with confidence.

 The most trusted GitHub repositories to help you master coding interviews, system design, backend engineering, scalability, data structures and algorithms, and machine learning interviews with confidence. Read More