Top Tweets for #agentcoma
#AgentCoMa https://t.co/FtygItxq1n
#Artificial #Intelligence , #software
#Development ,#Data #Analytics , #Academic #Research , #Cybersecurity .
#agentcoma https://t.co/4Bf1ofMcLq
pemium 9-letter .com domain matching the AgentCoMa (Agentic Commonsense and Math) LLM reasoning benchmark. Excellent corporate utility for automation platforms, AI testing frameworks, and enterprise software suites.
#Artificialintelligence .

#agentcoma https://t.co/Oxnzt2jZIk
" matching the AgentCoMa (Agentic Commonsense and Math) LLM reasoning benchmark. Excellent corporate utility for automation platforms,
#Artificial #Intelligence, #Software #Development , #Data #Analytics , #Academic #Research #Artificial
#agentcoma https://t.co/Oxnzt2jZIk
https://t.co/Oxnzt2jZIk, clearly state: "Exact match domain for the Agentic Commonsense and Math (AgentCoMa) AI benchmarking framework. Ideal for machine learning evaluation suites."

#agentcoma https://t.co/Oxnzt2jZIk
Coma" functions as an established tech acronymโmost notably standing for Counterfactual Multi-Agent (COMA) learning, an advanced machine learning framework heavily deployed in quantitative algorithmic finance and portfolio risk modeling.
Come to our #ACL2026 oral on Tuesday! Learn all about #AgentCoMa and how LLMs faceplant when they combine different reasoning types ๐ซ plus get a cool sticker! ๐ค
๐๏ธ Tue Jul 7th at 11.10am
๐ Oral Session G: Mathematical, Symbolic, Neurosymbolic, and Logical Reasoning ยท Harbor G

#AgentCoMa has been accepted to #ACL2026 Main Conference! Looking forward to presenting it in San Diego this summerโ๏ธ
We have released #AgentCoMa, an agentic reasoning benchmark where each task requires a mix of commonsense and math to be solved ๐ง
LLM agents performing real-world tasks should be able to combine these different types of reasoning, but are they fit for the job? ๐ค
๐งตโฌ๏ธ

Can LLMs combine #commonsense and #math reasoning the way humans do in everyday problem-solving? ๐ค With our new benchmark, #AgentCoMa, we put this to the test, and the results are surprising.
#AgentCoMa #Reasoning #LLMs #Benchmark #Evaluation
We have released #AgentCoMa, an agentic reasoning benchmark where each task requires a mix of commonsense and math to be solved ๐ง
LLM agents performing real-world tasks should be able to combine these different types of reasoning, but are they fit for the job? ๐ค
๐งตโฌ๏ธ

To learn more:
Website: https://t.co/M5K6yrUjqd
Preprint: https://t.co/qd0pIWT6Hi
A big thanks to my brilliant coauthors @LihuChen, @ana_brrr, @_joestacey_, @srahmanidashti and @MarekRei!
Note: We welcome submissions to the #AgentCoMa leaderboard from researchers ๐
So why do LLMs perform poorly on the apparently simple tasks in #AgentCoMa?
We find that tasks combining different reasoning types are a relatively unseen pattern for LLMs, leading the models to contextual hallucinations when presented with mixed-type compositional reasoning.
In contrast, we find that:
- LLMs perform relatively well on compositional tasks of similar difficulty when all steps require the same type of reasoning.
- Non-expert humans with no calculator or internet can solve the tasks in #AgentCoMa as accurately as the individual steps.
We have released #AgentCoMa, an agentic reasoning benchmark where each task requires a mix of commonsense and math to be solved ๐ง
LLM agents performing real-world tasks should be able to combine these different types of reasoning, but are they fit for the job? ๐ค
๐งตโฌ๏ธ

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