·
DataBubble
  • Home
  • Models
  • News
  • Compare
  • Boards
  • Pricing
  • About
  • Newsletter
  • Methodology
  • Contact
Latest
Thousand Token Wood: shipping a multi-agent economy on a 3B model2h◆Startup Battlefield 200 applications officially close in 3 days5h◆Google will pay SpaceX $920M per month for compute6h◆The most interesting startups right now want to get you off your phone7h◆This is your laptop… on AI8h◆New York lawmakers pass one-year ban on new data centers9h◆The token bill comes due: Inside the industry scramble to manage AI’s runaway costs10h◆The latest AI news we announced in May 202610h◆The ‘together tech’ wave might be the most intriguing startup bet of 202611h◆This AI startup says it can tell if a script will make a hit film11h◆AirTrunk commits $30B to build 5GW of AI data centers in India12h◆The Meta hack shows there’s more to AI security than Mythos16h◆Mira Murati steps back into the spotlight, carefully20h◆SFMambaNet: Spectral-Frequency Enhanced Selective State Space Model for Correspondence Pruning21h◆Optical-Guided Neural Collapse for SAR Few-Shot Class Incremental Learning21h◆Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models21h◆Temporal Order Matters for Agentic Memory: Segment Trees for Long-Horizon Agents21h◆Why Muon Outperforms Adam: A Curvature Perspective21h◆Vision Hopfield Memory Networks21h◆Provably Auditable and Safe LLM Agents from Human-Authored Ontologies21h◆Thousand Token Wood: shipping a multi-agent economy on a 3B model2h◆Startup Battlefield 200 applications officially close in 3 days5h◆Google will pay SpaceX $920M per month for compute6h◆The most interesting startups right now want to get you off your phone7h◆This is your laptop… on AI8h◆New York lawmakers pass one-year ban on new data centers9h◆The token bill comes due: Inside the industry scramble to manage AI’s runaway costs10h◆The latest AI news we announced in May 202610h◆The ‘together tech’ wave might be the most intriguing startup bet of 202611h◆This AI startup says it can tell if a script will make a hit film11h◆AirTrunk commits $30B to build 5GW of AI data centers in India12h◆The Meta hack shows there’s more to AI security than Mythos16h◆Mira Murati steps back into the spotlight, carefully20h◆SFMambaNet: Spectral-Frequency Enhanced Selective State Space Model for Correspondence Pruning21h◆Optical-Guided Neural Collapse for SAR Few-Shot Class Incremental Learning21h◆Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models21h◆Temporal Order Matters for Agentic Memory: Segment Trees for Long-Horizon Agents21h◆Why Muon Outperforms Adam: A Curvature Perspective21h◆Vision Hopfield Memory Networks21h◆Provably Auditable and Safe LLM Agents from Human-Authored Ontologies21h◆
News/MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks
arxiv
PublishedMay 25, 2026 at 4:00 AM
—neutral

MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2601.14652v5 Announce Type: replace Abstract: While multi-agent systems (MAS) promise elevated intelligence through coordination of agents, current approaches to automatic MAS design under-deliver. Such shortcomings stem from two key factors: (1) methodological complexity - agent orchestration

Stay posted· Newsletter

A 5-min weekly brief — top movers, price watch, story of the week.

// no spam · unsubscribe one-click · free forever

Discussion
Source
↗
arxiv
Read original ↗All from arxiv →

No replies yet. Be first.

Source
↗
arxiv
Read original ↗All from arxiv →

Related coverage

More from ARXIV
arxivSFMambaNet: Spectral-Frequency Enhanced Selective State Space Model for Correspondence Pruning21harxivOptical-Guided Neural Collapse for SAR Few-Shot Class Incremental Learning21harxivDynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models21harxivTemporal Order Matters for Agentic Memory: Segment Trees for Long-Horizon Agents21h
The Bubble Brief
WEEKLY

Read AI insights every Tuesday — top movers, new releases, story of the week.

// no spam · unsubscribe one-click · free forever

Originally published on arxiv ↗
HomeModelsNews