Appen Research (@AppenResearch) / X

Appen Research

37 posts

Appen Research

@AppenResearch

Human data for frontier AI. Research and insights from Appen.

Joined May 2026

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Appen Research
@AppenResearch
Jun 25
New benchmark: RADAR evaluates 21 frontier models on vulnerability identification across 41 real-world XBOW codebases, scored against human expert ground truth. Primary metric is recall (asymmetric cost structure in security). Top result: 62.4%. The recall/F1 ranking inversion
Appen Research
@AppenResearch
19h
An agent can pass a benchmark and still fail the test. For Laguna S 2.1, @poolsideai evaluated full trajectories, not just final scores. @AppenResearch worked with Poolside on aspects of the reward hacking detection used during the evaluation process.
Appen Research
@AppenResearch
Jul 27
🎧 Now on Spotify. What happens when AI agents stop worrying about context limits and start solving problems? On the latest episode of The Data Layer, @alex_whedon, Co-founder & CTO of @subquadratic, and @SergioBrucc, VP of Delivery at @AppenResearch, to discuss: • Linear vs.
Appen Research
@AppenResearch
Jul 23
Great to see the @poolsideai team release Laguna S 2.1. A fully open 118B MoE model with 8B active parameters per token, up to a 1M-token context window, and designed for long-horizon agentic coding. Looking forward to seeing what the community builds with it. #AI #AgenticAI
Poolside
@poolsideai
Jul 21
Today we're releasing Laguna S 2.1, our most capable model to date. It's a 118B total parameter Mixture-of-Experts model with 8B activated per token, a context window of up to 1M tokens, and thinking and no-thinking modes. Capable enough to hold its own against models many
00:00
Appen Research
@AppenResearch
Jul 23
Listen to The Data Layer by Appen on @Spotify Is Your Speech AI Actually Good? | Appen × Hugging Face | Benchmarked | The Data Layer Ep. 1 @huggingface @EricBezzam @SergioBrucc
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