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360 Group is buzzing with innovation, officially announcing on August 2nd a significant brand refresh for its Nano AI platform. Formerly known as Nano AI, the platform is now christened “Multi-Agent Swarm,” marking what the company claims is a groundbreaking leap to Level 4 autonomy. This evolution signifies a paradigm shift away from the traditional solo-agent model, introducing a collective intelligence approach designed to dramatically accelerate AI productivity into what 360 calls the “Age of Deliverable Results.”
Nano AI Homepage
From L1 to L4: The Four Stages of Agent Evolution
Before the emergence of Nano AI’s Multi-Agent Swarm, AI agents have typically navigated three distinct phases of development:
L1 Chat Assistants: These are essentially sophisticated chatbots, adept at offering advice or providing emotional support. Think of them as “toy-grade” AI agents, exemplified by platforms like GPTs.
At this nascent stage, AI primarily operates in a “one-way response” mode, functioning more like a passive “dialogue window” than a proactive problem-solver.
L2 Low-Code Workflow Agents: Representing a step up, these agents leverage low-code frameworks to construct workflows. This is a move from “toy” to “tool,” but the output remains a semi-finished product rather than a polished deliverable.
L3 Autonomous Planning Agents: These agents exhibit reasoning capabilities. Examples include the initial release of Manus and the 50,000+ specialized expert agents within Nano AI, such as research and shopping assistants.
These L3 agents are strong individual performers, functioning as domain experts. They demonstrate sophisticated, single-domain reasoning, capable of multi-step logical deduction and even tool utilization to achieve specific objectives. However, they often hit a wall when confronted with complex, cross-disciplinary issues, hampered by a lack of coordinated planning necessary for holistic optimization.
Enter Nano AI’s L4 Multi-Agent Swarm – a response to the limitations of single-agent capabilities when facing multifaceted challenges. The upgrade sees Nano AI evolving from a “super agent” to a collaborative “multi-agent swarm.”
The Multi-Agent Swarm allows for the assembling of multiple agents into collaborative teams, functioning akin to assembling building blocks to serve users. Level 4 represents having an entire team at your disposal and even the ability to scale that team as necessary, leading to limitless potential and concrete results.
The Workflow Behind ‘One-Sentence Film Creation’
Nano AI Cracks the Code to Multi-Agent Collaboration
While the AI landscape is not devoid of agents, and attempts at ‘multi-agent’ construction are visible, significant technological challenges remain.
Practical testing reveals that current multi-agent frameworks struggle with task allocation, parameter transfer, and context management, hindering effective teamwork. If a single agent boasts a 90% success rate, a team of five working together might see that plummet to below 50%. Error rates compound exponentially with each step in a workflow. Even with 95% reliability per step, a 20-step process could leave you with a mere 30% chance of overall success.
Unaddressed, these issues risk turning multi-agent collaboration into a “too many cooks spoil the broth” scenario, where the sum is significantly less than the parts.
To overcome this, Nano AI has pioneered a new “Swarm Collaboration Framework,” enabling multiple reasoning agents to dynamically group, form multi-layered hierarchies, and collaborate on complex tasks. This technology excels in two key areas:
Firstly, it enables the flexible grouping, multi-layered nesting, and team formation of multiple intelligent agents, fostering close collaboration like a bee swarm. This isn’t about a lone wolf, but a team of “AI workhorses” dividing labor, with each agent contributing its strengths, drastically enhancing efficiency and the quality of deliverables.
Secondly, the upgraded Nano AI successfully implements flexible configuration of the “Multi-Agent Swarm,” allowing for individual swarm operations or the formation of larger swarm arrays. The system can dynamically adapt its structure to tackle various user requests. United they stand, divided they conquer.
Think of Nano AI’s L4 swarm as both a collaborative hub for L3 experts, ensuring seamless interaction between specialized agents, and as a collaborative network of superclusters, linking multiple swarms for a combined effort. From deep dives into single domains to cross-system collaboration, each team formation expands the boundaries of potential, and each layer of collaboration drives more efficient outcomes.
Currently, Nano AI boasts over 50,000 L3 reasoning agents, each with formidable individual capabilities. Within Nano, users can design and build reasoning agents using natural language, democratizing access to Manus. Within the Swarm framework, the system enables them to assemble these agents into L4 teams, operating under a unified command system. This ensures consistent goals, synchronized execution, and optimal utilization of each agent’s role, ultimately enabling the completion of incredibly complex tasks, such as producing a cinema-quality film lasting ten minutes.
“One-Sentence Masterpiece” Smart Agent
The Nano AI intelligent agent swarm has achieved continuous execution of over 1,000 tasks in 2 hours without interruption, consuming over 20 million tokens.
The key to the Nano AI multi-agent swarm’s powerful capabilities lies in its industry-leading multi-agent swarm engine, the core of its ability to support unlimited tool calls, unlimited context length, and execute limitless super tasks.
Nano AI currently offers 10+ types of multi-agent swarms, covering video production, content creation, industry research, e-commerce sales, travel planning and many other scenarios. These multi-agent swarms are customized by industry experts, making them more insightful and practical.
Nano AI’s Assortment of Intelligent Agents
Nano AI’s Multi-Agent Swarm Enables “One-Sentence Film Creation”
Nano AI has created China’s first “one-sentence film creation” multi-agent swarm, going from script, picture, screen, dubbing, and music to film production using L1- to L3-level intelligent agents, in just 20 minutes; a task which would previously take at least two hours.
Workflow Behind the One-Sentence Masterpiece Agent
The platform provides several more AI tools, including:
Viral Video Generation Suite: A complete AI-powered “MCN team,” from trending topic monitoring to script generation and video production, generating viral short videos with a single sentence, enabling users to effortlessly launch a media-centric startup.
E-Commerce Livestream Agent: An AI tool which one-click translates merchant livestream videos into multiple languages, and adding a photo and product image is immediately transformed into a video promoting sales.
Just as the Industrial Revolution saw steam power transform the world and the Internet broke down geographic barriers to information, each revolution in productivity boils down to humankind stumbling over possibilities they never imagined.
They subvert the boundaries of human imagination. Nano AI’s “Multi-Agent Swarm” is continuing this story, as it exceeds the tasks that are known by efficient execution, and smashes the ceiling of human cognition.
Pieces Produced by Nano AI’s One-Sentence Masterpiece Agent
Collaborations which were difficult to organize due to requiring cross-industry teams, longer runtimes, and difficulty with coordination are being unlocked one-by-one by swarm-based intelligence. Nano AI is helping humanity tear back the horizon of what is possible, and letting the “unthinkable” become the seed of creation. This revolution is not meant to replace, but extend the arm of human imagination.
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