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Jonas Geiping conducts research in computer science as group leader at the ELLIS Institute Tübingen.
4
Mentions
3
Articles
1
Outlets
Sep 2025 — May 2026
Coverage
Positive
Sentiment
Associated Topics
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Coverage Patterns
How media typically covers Jonas Geiping
Article Types
- research2
Media Angles
- technical2
Narrative Framing
- breakthrough1
Sentiment Distribution
Based on 3 scored articles
Positive 67%Neutral 33%
Writes About
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Articles
Most recent firstArticles Written
Jonas Geiping as author
The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs
arXivresearchpositiveSep 21, 2025
Short-task benchmarks create an illusion of diminishing returns in LLM scaling; marginal gains in single-step accuracy compound into exponential improvements in long-horizon task execution, with larger models demonstrating significantly better execution capability across extended task sequences.
“Author of the research paper on measuring long horizon execution in LLMs”
LLMsAI ResearchFoundation ModelsReinforcement Learning
Researchers from Cambridge and team show small models succeed briefly but fail quickly on extended multi-step tasks
arXivresearchneutralSep 15, 2025
Small language models appear to succeed on short tasks but fail rapidly on extended multi-step tasks due to execution errors and self-conditioning degradation, while scaling and sequential test-time compute significantly improve long-horizon task completion.
“Co-author of paper investigating diminishing returns in LLM scaling”
LLMsAI ResearchReasoning and PlanningModel Scaling
Also Mentioned In
Referenced in coverage
Tübingen researchers train LLMs to think, read, and act in parallel streams
arXivpositiveMay 14, 2026
“Co-author and corresponding author of Multi-Stream LLMs paper on parallel computation architectures for language models.”