Forem

Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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WebRTC vs SIP for Voice AI: what I've learned from production deployments

WebRTC vs SIP for Voice AI: what I've learned from production deployments

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1 min read
How to Train a 100B+ Parameter Model When You Can't Afford a GPU Cluster
Cover image for How to Train a 100B+ Parameter Model When You Can't Afford a GPU Cluster

How to Train a 100B+ Parameter Model When You Can't Afford a GPU Cluster

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5 min read
AI Weekly: 4/1โ€“4/10 | Anthropic Triple Shock Sequel โ€” Mythos Too Dangerous to Ship, Revenue Passes OpenAI, Software Stocks Crash
Cover image for AI Weekly: 4/1โ€“4/10 | Anthropic Triple Shock Sequel โ€” Mythos Too Dangerous to Ship, Revenue Passes OpenAI, Software Stocks Crash

AI Weekly: 4/1โ€“4/10 | Anthropic Triple Shock Sequel โ€” Mythos Too Dangerous to Ship, Revenue Passes OpenAI, Software Stocks Crash

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9 min read
I Ran 23 AI Agents 24/7 for 6 Months: Here's What Actually Broke (and How I Fixed It)

I Ran 23 AI Agents 24/7 for 6 Months: Here's What Actually Broke (and How I Fixed It)

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3 min read
๐—ช๐—ต๐—ฎ๐˜ ๐—œ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ฒ๐—ฑ ๐—ณ๐—ฟ๐—ผ๐—บ ๐—–๐—ต๐—ฎ๐—ฝ๐˜๐—ฒ๐—ฟ ๐Ÿฎ ๐—ผ๐—ณ ๐—”๐—œ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด: ๐—ช๐—ต๐˜† ๐—ฆ๐—ฎ๐—บ๐—ฝ๐—น๐—ถ๐—ป๐—ด ๐—–๐—ต๐—ฎ๐—ป๐—ด๐—ฒ๐˜€ ๐—˜๐˜ƒ๐—ฒ๐—ฟ๐˜†๐˜๐—ต๐—ถ๐—ป๐—ด

๐—ช๐—ต๐—ฎ๐˜ ๐—œ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ฒ๐—ฑ ๐—ณ๐—ฟ๐—ผ๐—บ ๐—–๐—ต๐—ฎ๐—ฝ๐˜๐—ฒ๐—ฟ ๐Ÿฎ ๐—ผ๐—ณ ๐—”๐—œ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด: ๐—ช๐—ต๐˜† ๐—ฆ๐—ฎ๐—บ๐—ฝ๐—น๐—ถ๐—ป๐—ด ๐—–๐—ต๐—ฎ๐—ป๐—ด๐—ฒ๐˜€ ๐—˜๐˜ƒ๐—ฒ๐—ฟ๐˜†๐˜๐—ต๐—ถ๐—ป๐—ด

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4 min read
Beyond the Hype: Building a Practical AI-Powered Codebase Assistant

Beyond the Hype: Building a Practical AI-Powered Codebase Assistant

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5 min read
I'm building a decentralized GPU network for AI inference โ€” here's why

I'm building a decentralized GPU network for AI inference โ€” here's why

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2 min read
How AI Text Detection Works Under the Hood: Perplexity, Burstiness, and Classifiers

How AI Text Detection Works Under the Hood: Perplexity, Burstiness, and Classifiers

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5 min read
I Analyzed 100 Rental Leases Using AI โ€” Hereโ€™s What I Found

I Analyzed 100 Rental Leases Using AI โ€” Hereโ€™s What I Found

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1 min read
RedSOC: Open-source framework to benchmark adversarial attacks on AI-powered SOCs โ€” 100% detection rate across 15 attack scenarios [paper + code]
Cover image for RedSOC: Open-source framework to benchmark adversarial attacks on AI-powered SOCs โ€” 100% detection rate across 15 attack scenarios [paper + code]

RedSOC: Open-source framework to benchmark adversarial attacks on AI-powered SOCs โ€” 100% detection rate across 15 attack scenarios [paper + code]

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2 min read
The Evolution of GUI Agents: From RPA Scripts to AI That Sees Your Screen

The Evolution of GUI Agents: From RPA Scripts to AI That Sees Your Screen

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5 min read
The model looked great on validation until one real invoice broke four assumptions

The model looked great on validation until one real invoice broke four assumptions

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7 min read
How to Build a Task Automation Agent (That Uses APIs on Its Own)
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How to Build a Task Automation Agent (That Uses APIs on Its Own)

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3 min read
$2/Day AI: How a Four-Tier Model Hierarchy Reduced Agent Operating Costs 95% Without Quality Loss

$2/Day AI: How a Four-Tier Model Hierarchy Reduced Agent Operating Costs 95% Without Quality Loss

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26 min read
Your AI trading bot will fail because it's optimizing the wrong thing. Here's how to fix it.
Cover image for Your AI trading bot will fail because it's optimizing the wrong thing. Here's how to fix it.

Your AI trading bot will fail because it's optimizing the wrong thing. Here's how to fix it.

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10 min read
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