newsReddit r/LocalLLaMATrust 52 · CommunityPublished 2d agoLive · 2d ago
Getting better at coding doesn't make a model better at everything else
A majority of users in this sub use LLMs for coding/agentic tasks and I see why a lot of value is put into them but many try to say "Well coding has improved therefore it can just use tool calling and/or just look up what the user needs if there's a degradation for general knowledge/reasoning" and that's just not the case. Many LLM usecases can't just be fixed by an improvement to coding and agentic tasks. Creative writing, multilingual capabilities, o
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- PossiblePossibly related (embedding) · 49%Evaluate a model properly →
- PossiblePossibly related (embedding) · 49%Reasoning effort, not tool access, buys first-try reliability in agentic code generation: an observational study →
- PossiblePossibly related (embedding) · 49%When State Becomes an Attack Surface: State-Semantic Injection in LLM-Driven Embodied Agents →
- PossiblePossibly related (embedding) · 49%PolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents →
- PossiblePossibly related (embedding) · 47%Conversable Complexity: Agentic LLM Collectives as Interpretable Substrates →
- PossiblePossibly related (embedding) · 52%Break It Down, Pass It On: Cross-Task Skill Transfer in LLM Agents →
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tutorialEvaluate a model properlypaperReasoning effort, not tool access, buys first-try reliability in agentic code generation: an observational studypaperWhen State Becomes an Attack Surface: State-Semantic Injection in LLM-Driven Embodied AgentspaperPolyWorkBench: Benchmarking Multilingual Long-Horizon LLM AgentspaperConversable Complexity: Agentic LLM Collectives as Interpretable SubstratespaperBreak It Down, Pass It On: Cross-Task Skill Transfer in LLM Agents
Related across the graph
paperPolyWorkBench: Benchmarking Multilingual Long-Horizon LLM AgentspaperBreak It Down, Pass It On: Cross-Task Skill Transfer in LLM AgentspaperWhen State Becomes an Attack Surface: State-Semantic Injection in LLM-Driven Embodied AgentspaperConversable Complexity: Agentic LLM Collectives as Interpretable SubstratespaperReasoning effort, not tool access, buys first-try reliability in agentic code generation: an observational studytutorialEvaluate a model properly