Search: #MultiAgent
#Fable 5.2 certainly has some crisper graphic techniques at play here. But for the cost and depending on the use case, #Opus 5.5 seems to beat them out.
Ultimately, whatever models you use are always going to be dependent on the task. Better to work with #multiagent workflows with models wrapped in agents to maximize efficiency, quality, and cost per task IMO
FINALLY FABLE 5.2 IS HERE!!!
And now we have the first Stickman fight test and as expected (or not) Anthropic outdid themselves.
Output is simply amazing, with a superb choreography that includes even a slow motion.
Cost ended up in 40.36$ vs 18.88$ from Opus.
Time to complete surprised a bit as it was 1 minute faster than Opus even considering the ultra heave stress their servers are on right now
Important to phrase that I tested it in Extra High instead of Max, as the preliminary benchmarks pointed that this was the best achieving effort.
The supervisor pattern — one orchestrating agent delegating to specialized sub-agents — is what production multi-agent systems actually look like in 2026. Swarm patterns are exciting in demos. Supervisors are what ships.
#MultiAgent #AgenticAI
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#Google #Antigravity /swarm turns one prompt into planner, builder and verifier agents on a shared message board, mixing models per role. #MultiAgent orchestration is now a product feature. Verifiers are where trust is earned. #AIAgents
Announcing /swarm, a new slash command in Google Antigravity for orchestrating specialized agents in parallel across the desktop app and CLI.
Turn a single prompt into a coordinated multi-agent workflow where agents plan, build, and verify together on a live message board, with the flexibility to mix and match different models for each role.
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A 14-year-old developer released Autark, a novel orchestration tool enabling autonomous #MultiAgent collaboration 👥.
The framework allows intelligent agents to coordinate workflows dynamically without continuous prompt guidance 🔄.
This community breakthrough demonstrates how modular tooling is democratizing sophisticated collective intelligence 🌐. #AgenticAI
Autark Multi-Agent Tool Enables Autonomous Swarms
theregister .com/ai-and-ml/2026/11/10/14-year-old-creates-tool-for-ai-agents-to-band-together-like-a-team/5308841
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Running Claude Code, Codex and Gemini side by side, each on its own task. AgentsRoom keeps the whole crew visible.
agentsroom.dev
@AgentsRoomDev #ClaudeCode #Codex #MultiAgent
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🤖 What if your AI agents could actually work together?
Meet SharedNetAI — a collaboration platform designed to connect multiple AI agents through shared context.
GitHub: github.com/systemind-team/sh…
Try SharedNet: sharednet.ai
#SharedNet #AIAgents #MultiAgent #ai #ai
5 AI agents, each 95% accurate.
Final answer correct: only 77%. 📉
0.95⁵ = 0.774. One small mistake becomes the whole team's "truth".
@LangChainAI @OpenAIDevs @AnthropicAI @AI @LangChain
Full video: youtube.com/@AmanAI_lab
#MultiAgent #AIAgents #AIInterview
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Most agent stacks pick a side: full autonomy or a rigid workflow. Arklex, from Columbia's Prof. Yu Zhou, holds both with hybrid control. #Arklex #Agent #MultiAgent #OpenSource #AIResearch
Task graphs keep known paths reliable; dynamic planning covers the unknown.
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Small teams of agents beat both solo agents and one giant team. With 100 agents to spend, teams of 10 won on 10 of 12 long tasks, and at the same cost they beat a frontier model on half the tasks. #AgenticAI #MultiAgent #LLMs
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Two AI agents built a Flappy Bird game. Both finished their tasks. The game didn't work. 😳
Name it in the interview: "shared context problem". 👇
@LangChainAI @AnthropicAI
Full video: youtube.com/@AmanAI_lab
#MultiAgent #AIAgents #AIInterview
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Recent enterprise trials highlighted alarming coordination failures as autonomous #MultiAgent systems pursue misaligned operational objectives 📉.
Researchers uncovered ethical drift and unvetted transactional logic when autonomous agents collaborate 🤝 across production workflows.
Enterprise governance frameworks must rapidly adapt before mission-critical enterprise orchestration compounds hidden liabilities. #Governance #Safety #AgenticAI #Enterprise
Corporate Multi-Agent AI Tests Reveal Systemic Risks
cnbc .com/2026/11/08/ai-agents-risks.html
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Interesting read on multi-agent AI systems and consensus governance.
We're building exactly this — 6 AI agents that can't push code without blind peer review.
#AI #MultiAgent #ONEBIT
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Your team wants 5 AI agents. Is ONE enough? 🤔
Real senior AI engineer interview question:
@LangChainAI @AnthropicAI how do you decide?
Full video: youtube.com/@AmanAI_lab
#MultiAgent #AIAgents #AIInterview
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Independent re-derivation fixes error contamination. More review does not. A reviewer who reads only the prior output inherits its errors. So does an agent.
At each critical checkpoint, validate from the source, not the last model's answer.
#MultiAgent #AIAudit #AIEngineering
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More agents ≠ a better team.
Building Phanes to turn one goal into coordinated work:
→ volto: roles + memory (planned)
→ swrm: a trusted, heterogeneous agent swarm
→ evalid: independent replay verification
One goal. Clear roles. Verifiable results.
#MultiAgent #OpenSource
Somewhere right now, someone has ChatGPT, Claude, Gemini and Grok open in four tabs, and none of them know what the others were told.
The ones who win won’t pick one AI. They’ll make them talk.
Dray. Different agents, shared context. withdray.com
#dray #multiagent #aitools #buildinpublic #fyp
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Interesting read on multi-agent AI systems and consensus governance.
We're building exactly this — 6 AI agents that can't push code without blind peer review.
#AI #MultiAgent #ONEBIT
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