C Evidence Grade C Use with Hedging Current

5 — ratio for SAE-augmented models (2026)

Name: Ratio Statistics
Creator: Lighthouse Research
Published: 2026-04-22

2026 · Unknown · Apexure

Cite this stat Share How we verify

Source: Apexure View source

Curated by Aaron Agius · Founder, Louder Online

Last verified: 2026-06-04 · How we verify data →

Source verified Evidence graded

Value

Unit

Multiple

Data Vintage

2026

Entity

SAE-augmented models

Study Type

Unknown

Trend

Stable

Evidence Quality

Moderate quality evidence

Useful directional data with some methodological gaps. Treat as indicative rather than definitive — corroborate before citing in formal research.

52/100 confidence

Score breakdown

Extraction

Source Trust

Citation Chain

Independence

Methodology

Freshness

Sources (25)

Apexure Primary Tier A

https://www.apexure.com/landing-page-examples/memes-media-group-landing-page ↗

Confidence: 1/100 Vintage: 2026

Source Article

CRO breakdown of Memes Media Group's brand advertising platform page. Expert analysis of the viral reach positioning, 75+ million follower network, and converting brand advertisers into platform partnerships by Apexure. 0 ConvertScore™ Bold Typography Brand Logos High-Contrast Palette Metrics Dashbo…

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Original Research

서울신문 · Original study ↗

Methodology

Study of integrating pretrained Sparse Autoencoders into transformer models under various attack scenarios.

Study: Unknown

Cite this stat

Suggested hedging: based on claims without stated methodology, with unverified sample sizes...

Plain Text

SAE-augmented models: 5 ratio. Source: Apexure (2026). Via Lighthouse Research Data — https://lighthousedata.io/data/sparse-autoencoders-jailbreak-success-rate-reduction

HTML Embed

<blockquote cite="https://lighthousedata.io/data/sparse-autoencoders-jailbreak-success-rate-reduction" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>5</strong> — ratio for SAE-augmented models<br><small>Source: Apexure (2026) · <a href="https://lighthousedata.io/data/sparse-autoencoders-jailbreak-success-rate-reduction" target="_blank" rel="noopener">Lighthouse Data</a></small></blockquote>

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