Inside VAKRA: Reasoning, Tool Use, and Failure Modes of Agents
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AI & ML interests
Enterprise AI and ML, Foundation Models, Responsible AI
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Papers
MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments
Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge
Articles
ibm-research/demo-hf-model-test
Text Classification • Updated • 10 • 1
ibm-research/biomed.rna.llama.47m.wced.multitask.v1
Feature Extraction • Updated • 24 • 5
ibm-research/biomed.rna.llama.32m.mlm.multitask.v1
Updated • 33 • 4
ibm-research/patchtst-fm-r1
Time Series Forecasting • 0.3B • Updated • 18.8k • 9
ibm-research/ttm-r3
Time Series Forecasting • 1.41M • Updated • 54.8k • 5
ibm-research/flowstate
Time Series Forecasting • 9.07M • Updated • 40.3k • 11
ibm-research/test-tsfm
Updated
ibm-research/trajcast.models-arxiv2025
Graph Machine Learning • Updated • 52 • 2
ibm-research/test-ttm-r2
Updated • 13
ibm-research/biomed.sm.mv-te-84m-MoleculeNet-ligand_scaffold-BACE-101
Updated • 1.99k • 3
ibm-research/biomed.sm.mv-te-84m
Updated • 12.1k • 19
ibm-research/materials.smilesdft-clip
Updated • 2
ibm-research/materials.str-bamba
Updated • 18 • 3
ibm-research/biomed.dna.snp.modernbert.113m.v1
Updated • 20 • 5
ibm-research/biomed.dna.ref.modernbert.113m.v1
Updated • 21 • 3
ibm-research/biomed.rna.bert.110m.mlm.rda.v1
Updated • 20 • 3
ibm-research/biomed.rna.bert.110m.mlm.multitask.v1
Updated • 18 • 3
ibm-research/biomed.rna.bert.110m.wced.v1
Updated • 16 • 4
ibm-research/biomed.rna.bert.110m.wced.multitask.v1
Updated • 30 • 5
ibm-research/materials.3dgrid_vqgan
Updated • 45
ibm-research/materials.geodite
Graph Machine Learning • Updated
ibm-research/materials.selfies-ted
Feature Extraction • 0.4B • Updated • 13.8k • • 11
ibm-research/materials.mhg-ged
Feature Extraction • Updated • 905 • 4
ibm-research/materials.pos-egnn
Graph Machine Learning • Updated • 54 • 8
ibm-research/materials.smi-ted
Feature Extraction • Updated • 123 • 34
ibm-research/biomed.sm.mv-te-84m-CYP-ligand_scaffold_balanced-CYP3A4-101
Updated • 11
ibm-research/biomed.sm.mv-te-84m-CYP-ligand_scaffold_balanced-CYP2D6-101
Updated • 12
ibm-research/biomed.sm.mv-te-84m-CYP-ligand_scaffold_balanced-CYP2C9-101
Updated • 10
ibm-research/biomed.sm.mv-te-84m-CYP-ligand_scaffold_balanced-CYP2C19-101
Updated • 12
ibm-research/biomed.sm.mv-te-84m-CYP-ligand_scaffold_balanced-CYP1A2-101
Updated • 12