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SuanNi
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SuanNi

A community for AI developers that aggregates large-model development services, models, and compute power.

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Latest from SuanNi

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SuanNi
SuanNi
Apr 26, 2026 · Artificial Intelligence

Xiaomi’s MiMo‑V2.5: Halving Cost, Doubling Efficiency with a New Multimodal LLM

Xiaomi unveiled the MiMo‑V2.5 and MiMo‑V2.5‑Pro large language models, highlighting up to 50% lower API cost, multimodal perception, token‑efficiency gains, benchmark superiority over Claude Opus 4.6 and GPT‑5.4, and real‑world demos that built a full compiler in 4.3 hours and a video‑editing web app in 11.5 hours.

AI agentLarge Language ModelMiMo V2.5
0 likes · 6 min read
Xiaomi’s MiMo‑V2.5: Halving Cost, Doubling Efficiency with a New Multimodal LLM
SuanNi
SuanNi
Apr 25, 2026 · Artificial Intelligence

Is Tencent’s Large Model Lagging? How Hy3‑preview Propels It Into the Top Tier

Tencent’s AI division rebuilt its Hunyuan model from the ground up, releasing the 295‑billion‑parameter Hy3‑preview with a fast‑slow hybrid expert architecture, extensive internal benchmarks, and strong performance on scientific, coding, and real‑world tasks, marking a decisive leap into the leading LLM tier.

AgentHy3-previewLarge Language Model
0 likes · 7 min read
Is Tencent’s Large Model Lagging? How Hy3‑preview Propels It Into the Top Tier
SuanNi
SuanNi
Apr 25, 2026 · Artificial Intelligence

Mastering Google’s AI Agent Protocols to Build Industrial‑Grade Applications

The article walks through Google’s AI Agent Development Kit, explains six open communication protocols, demonstrates their integration in a restaurant supply‑chain use case, extracts five architecture rules from the Google Cloud AI Agent Bake‑Off, and shows how to build production‑ready, modular AI agents without custom glue code.

AI agentsGoogle AIMicroservices
0 likes · 15 min read
Mastering Google’s AI Agent Protocols to Build Industrial‑Grade Applications
SuanNi
SuanNi
Apr 24, 2026 · Artificial Intelligence

Why GPT‑5.5 Beats Opus 4.7 and Sets a New Global SOTA

OpenAI’s newly released GPT‑5.5, marketed as a “next‑generation AI for real work,” outperforms competitors across coding, knowledge‑work, and scientific research benchmarks—achieving 82.7% accuracy on Terminal‑Bench 2.0, 58.6% on SWE‑Bench Pro, 84.9% on GDPval, and 98.0% on Tau2‑bench Telecom—while offering higher token efficiency and new pricing tiers.

AI agentGPT-5.5OpenAI
0 likes · 11 min read
Why GPT‑5.5 Beats Opus 4.7 and Sets a New Global SOTA
SuanNi
SuanNi
Apr 24, 2026 · Artificial Intelligence

DeepSeek-V4 Launches: Million-Token Context Becomes Affordable for All

DeepSeek-V4 introduces a hybrid attention architecture, manifold‑constrained hyper‑connections, and the Muon optimizer to cut inference FLOPs and KV cache dramatically, enabling open‑source models to handle million‑token contexts at a fraction of the cost of leading closed‑source services while matching their performance.

DeepSeek V4Hybrid AttentionLarge Language Model
0 likes · 7 min read
DeepSeek-V4 Launches: Million-Token Context Becomes Affordable for All
SuanNi
SuanNi
Apr 23, 2026 · Artificial Intelligence

How Gemini 3.1 Deep Research Max Turns AI Agents into Enterprise Workflow Foundations

Google's Gemini 3.1 Pro introduces Dual‑track Deep Research agents—speed‑optimized Deep Research and thorough Deep Research Max—capable of merging public web data with private enterprise sources, generating native charts, and delivering transparent, controllable reports that serve as a solid foundation for finance, life‑science, and market‑research workflows.

AI agentsEnterprise workflowGemini 3.1
0 likes · 7 min read
How Gemini 3.1 Deep Research Max Turns AI Agents into Enterprise Workflow Foundations
SuanNi
SuanNi
Apr 22, 2026 · Artificial Intelligence

OpenAI’s ChatGPT Images 2.0: A Leap Ahead in AI‑Generated Visual Design

OpenAI’s newly released ChatGPT Images 2.0 transforms image generation into a full‑featured visual design system, delivering 2K resolution, multilingual text rendering, complex layout handling, and up to eight concurrent images, while also exposing current physical limits such as intricate spatial puzzles.

AIChatGPTimage generation
0 likes · 9 min read
OpenAI’s ChatGPT Images 2.0: A Leap Ahead in AI‑Generated Visual Design
SuanNi
SuanNi
Apr 22, 2026 · Artificial Intelligence

How Alibaba’s Open‑Source Qwen 3.6‑27B Outperforms a 15× Larger Predecessor

Alibaba’s newly released open‑source Qwen 3.6‑27B dense model, with 27 billion parameters, beats its 397 billion‑parameter predecessor across a suite of code‑generation and multimodal benchmarks, while offering easier deployment thanks to its pure‑dense architecture and native image‑video‑text capabilities.

Dense ArchitectureLarge Language ModelMultimodal
0 likes · 5 min read
How Alibaba’s Open‑Source Qwen 3.6‑27B Outperforms a 15× Larger Predecessor
SuanNi
SuanNi
Apr 22, 2026 · Information Security

How ClawLess Secures Autonomous AI Agents with Formal System‑Call Isolation

The ClawLess framework, developed by researchers from Southern University of Science and Technology and Hong Kong University of Science and Technology, combines formal security policies, physical sandboxing, user‑space kernels and BPF‑based system‑call interception to protect highly autonomous AI agents from rogue behavior and external attacks.

AI safetyBPFcontainer isolation
0 likes · 11 min read
How ClawLess Secures Autonomous AI Agents with Formal System‑Call Isolation