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Model soups failed until we fixed one line: our 26M grammar tagger from 11% to 1.9% false fixes
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Model soups failed until we fixed one line: our 26M grammar tagger from 11% to 1.9% false fixes

DEV Community: ios·Georgii Kharlampiiev·1 day ago
#z4wpWJrC
#devtoios#devto#dev#keep#model

Our keyboard's grammar model is a 26.2M-parameter tagger we trained from scratch: one label per word...

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What Rose Petals Teach Us about Induction
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What Rose Petals Teach Us about Induction

Hacker News·3 months ago
#n5OqYdW7
#oranlooney#bias#model#inductive#problem

Richard Hamming famously used to ask his colleagues at Bell Labs this question: “What is the most important problem in your field, and why aren’t you working on it?” To which they probably replied, “Look, Dick, it’s eight-thirty in the morning.…

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The Smallest Brain You Can Build
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The Smallest Brain You Can Build

Hacker News·5 months ago
#dOuf7VTl
#ranpara#bias#weight#machine#boundary

A perceptron explained from scratch in Python, with interactive demos. Learn weights, bias, the decision boundary, epochs, learning rate, and why we normalize data.

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I Asked 6 AIs to Pick a Random Number. Their Training Data Confessed Everything.
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I Asked 6 AIs to Pick a Random Number. Their Training Data Confessed Everything.

DEV Community·freerave·6 months ago
#YDhFnSMs
#round#ai#machinelearning#random#number

From Dev.to - opensource: I Asked 6 AIs to Pick a Random Number. Their Training Data Confessed Everything.

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Organized Dogmatism Controls the Message about Gender Bias in the Academy

JAMS·Wendy M. Williams·6 months ago
#aGUocYxk
#cite#journal#bias#gender#hiring

The “dominant gender narrative” in science holds that bias against women is pervasive and occurs in every domain, including tenure-track hiring, letters of recommendation, awards, grants, journal publications, authorship assignment, citations, salaries,…

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Understanding Reinforcement Learning with Neural Networks Part 2: Why Backpropagation Is Not Enough
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Understanding Reinforcement Learning with Neural Networks Part 2: Why Backpropagation Is Not Enough

DEV Community·Rijul Rajesh·6 months ago
#EvEteHzs
#ai#machinelearning#software#coding#output

From Dev.to - machinelearning: Understanding Reinforcement Learning with Neural Networks Part 2: Why Backpropagation Is Not Enough

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Exclusive | These civilians who investigate NYPD cops are biased and need to be fired: police union
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Exclusive | These civilians who investigate NYPD cops are biased and need to be fired: police union

New York Post·Tina Moore·6 months ago
#nkGj2iuq

Eight of the 100 investigators who probe civilian complaints against cops have made anti-police statements and participated in lefty political groups in the past, according to the Police Benevolent…

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Building a News Aggregator Without an Engagement Algorithm
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Building a News Aggregator Without an Engagement Algorithm

DEV Community·Bryan Leonard·6 months ago
#LNpenx5A
#why#source#anonymous#bias#aggregator

A technical and product breakdown of building WeSearch, a chronological news aggregator focused on source context, bias labels, anonymous discussion, and permanent daily archives.

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I built a Chrome extension that analyzes per-article news bias in the browser — no account, no server, BYOK for the deeper analysis

Reddit r/Journalism·u/Vilgefortz5·6 months ago
#zbNRpJrq

I built a Chrome extension that analyzes per-article news bias in the browser — no account, no server, BYOK for the deeper analysis I'm the developer. Free, open-source (AGPL-3.0), no telemetry on what you read.…

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Pinwheel Galaxy (M101) widefield
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Pinwheel Galaxy (M101) widefield

Reddit r/astrophotography·u/alch_emy2·6 months ago
#SKd6P0dN
#tier#noise#nights#bias#stack

Sky: Bortle 8-9/17.8 SQM Equipment: S24 Ultra (phone) 50MP 5× zoom, MSM Nomad tracker, Didyclips broadband filter Acquisition: \\\~32 hours across 8 nights.…

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The 3 Biases That Fail PMP Even With 80%+ Study Hall Scores
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The 3 Biases That Fail PMP Even With 80%+ Study Hall Scores

DEV Community·Manou Varouxakis·6 months ago
#7pjXZrat
#why#bias#how#option#real

If your PMI Study Hall scores are high but your confidence is low, one of three decision biases is almost always the cause. This article sho

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