Latest updates for Jonathan Ellsworth

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Recent items include:

  • How to Make Your Own JEV Model from an Open LLM
  • ‘Modern Day Typographer’
  • Jev Your Engines: Seven Open Decision Models vs. a Generative LLM

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towardsdatascience.com /3 weeks ago

How to Make Your Own JEV Model from an Open LLM

Turn a small open-source Qwen LLM into a fast, single-pass text classifier by swapping its language-modeling head The post How to Make Your Own JEV Model from an Open LLM appeared...

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youtube.com /1 month ago

‘Modern Day Typographer’

There are good Elle Cordova videos, and there are great ones. (Last mentioned here for her “Fonts Hanging Out” trilogy.)  ★ 

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towardsdatascience.com /1 week ago

Jev Your Engines: Seven Open Decision Models vs. a Generative LLM

A hands-on Jev repo comparison of routing accuracy, latency, and output reliability The post Jev Your Engines: Seven Open Decision Models vs. a Generative LLM appeared first on Tow...

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dzone.com /1 month ago

Text Analysis Without a Backend: Replacing an LLM Call With Intl.Segmenter and 60 Lines of JavaScript

Last spring, I had six small text features to build: flag filler phrases in a draft, score sentence-length variation, format a citation, check a document against a rubric. My first...

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estliving.com /1 month ago

The esteemed 10 2026 with Jolson

We recognise Jolson for their excellence in Australian residential architecture and design as part of our esteemed 10 in 2026. The post The esteemed 10 2026 with Jolson appeared fi...

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medium.com /3 weeks ago

Is Jev a Better Prompt Injection Guardrail? I Tested It Against Four Others

On simple attacks a free model kept up. On realistic ones Jev pulled ahead, but its promise of reliable confidence scores did not hold up.Continue reading on Medium »

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churchlifejournal.nd.edu /3 weeks ago

Joseph’s Amazement: Reconciling Suspense in St. Robert Southwell’s Poetry

Emily Ransom on good company.

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andre.arko.net /1 month ago

Beyond jj: config & tools ecosystem

Originally appeared on André Arko.This post was originally given as a talk at JJ Con 2026. The slides are also available. Hello! Welcome to “beyond jj”, where we’re going to take...

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everlaw.com /4 weeks ago

Everlaw’s Great Escape

Everlaw’s Great Escapeby AJ Shankar ...

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everlaw.com /4 weeks ago

Early Case Assessment on Everlaw

Early Case Assessment on Everlawby Christina Ling

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ai.plainenglish.io /4 weeks ago

Jev Explained: Rethinking LLM-as-a-Judge for AI Evaluation

How Jev separates language generation from decision making to make LLM evaluation faster, cheaper, and more consistentContinue reading on Artificial Intelligence in Plain English »

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legaltechmonitor.com /3 weeks ago

Teaching a Multiple-Choice Machine to Read 18 Years of 3 Geeks

What happened when I pointed Jev, SALI, and CLOC’s Core 12 at every post we’ve ever written I read Nate Jones’s post on Jev, TypeSafe’s new “System One” model, and he described it...

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everlaw.com /1 month ago

Persistent Highlights Enable Efficient Review

Persistent Highlights Enable Efficient Reviewby Everlaw

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legaltechdaily.com /3 weeks ago

Teaching a Multiple-Choice Machine to Read 18 Years of 3 Geeks

What happened when I pointed Jev, SALI, and CLOC’s Core 12 at every post we’ve ever written I read Nate Jones’s post on Jev, TypeSafe’s new “System One” model, and he described it...

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serpapi.com /18 hours ago

From JSON to Markdown: Reducing AI SEO Analysis Token Costs by 90%

AI SEO analysis pipelines usually run into two problems quickly.First, the more data you analyze, the more input tokens you send to the model. Adding more keywords, markets, compet...

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awwwards.com /3 weeks ago

Jesper Landberg

Swedish design engineer building visually rich, motion-driven websites.

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marktechpost.com /2 days ago

Exa 3.0 Search API Tops Perplexity, Brave and Parallel on 8 Benchmarks

Exa 3.0 is a search API upgrade from Exa. It adds a larger embedding model, Exa Lite at $4 per 1,000 requests, and Dynamic Highlights, and leads 8 benchmarks Exa ran itself. The po...

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journalism.co.uk /1 day ago

Elliot Mulley-Goodbarne

B2B Technology Editor & Journalist | Cloud, AI, Unified Communications, Cybersecurity & IT Channel | Founder of Cloud & ConnectRemoteAvailability: availableWorks in: wr...

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news-banner.com /2 weeks ago

A career of camaraderie

Andrew Ellis found his life’s calling ...

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everlaw.com /1 month ago

Predictive Coding Strategies to Identify Patterns of Discrimination

Predictive Coding Strategies to Identify Patterns of Discriminationby Joshua Gilliland

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towardsdatascience.com /1 month ago

An Introduction to Jev

The AI that makes decisions instead of generating text The post An Introduction to Jev appeared first on Towards Data Science.

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socialmediaexplorer.com /1 week ago

Building a Readership from Outside Publishing: One Novelist’s Channels

Jeremy Bradley-Silverio Donato came to fiction without a literary network. The routes he has set up between his novel and its readers show what an author can own, and what he has t...

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testmuai.com /1 month ago

Cutting LLM Costs Without Cutting Quality [Testμ 2026]

Viktoria Semaan of Databricks on running 16 models through one eval set, why Gemma 12B matched Sonnet at a fraction of the cost, and when fine-tuning pays.

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everlaw.com /1 month ago

Welcome to Everlaw!

Welcome to Everlaw!by AJ Shankar Reading Time — 1 minute April 22, 2014...

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daringfireball.net

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feeds.dzone.com

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rubyland.news

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churchlifejournal.nd.edu

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medium.com

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news-banner.com

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