July 2025 – Core Tech: Mainnet launch of Deeploy (decentralized container orchestration). Deeploy replaces a central Kubernetes-like controller with decentralized and smart-contract-secured scheduling, enabling trustless container deployment across edge nodes.

July 2025 – Core Tech: Release of R1FS v1 (distributed file storage) with migration from v0.8. R1FS provides encrypted, sharded, secure, decentralized data storage across the network, preventing any single point of failure.

July 2025 – Core Tech: Release of R1FS v1 Local Endpoint v1. R1FS Local Endpoint provides non-native containerized apps with access to the whole decentralized R1FS storage - legacy apps can now access any decentralized stored data with proper credentials.

July 2025 – Core Tech: Release of CSTORE Local Endpoint v1 and migration from v0.7. CSTORE Local Endpoint provides non-native containerized apps with access to the decentralized in-memory database - legacy apps can now cooperate across decentralized compute continuum.

July 2025 – Core Tech: Integrate ChainDist with CSTORE (in-memory key-value store) and release ChainDist v1. ChainDist is a high-performance, fault-tolerant job execution framework (across heterogeneous nodes), now fully integrated with the Ratio1 CSTORE for state management.

July 2025 – Partners: Complete first and second migrations of workloads from native cloud infrastructure to the Ratio1 mainnet, demonstrating real-world deployment.

July 2025 – Core Tech: Launch J33VES framework v1 (multi-foundation model decentralized framework) and migrate existing pilot apps from v0.9 to v1. J33VES is designed to support open-weight LLMs and plug in future AI models seamlessly.

July 2025 – Research: Published third Ratio1 research paper (online IEEE venue) and release the draft of a fourth paper.

July 2025 – Partners: Kick off an AI/ML Tutorial Series #1, providing end-to-end data science application tutorials to engage developers on Ratio1.

August 2025 – Partners: Present pre-beta of the "AI-for-Everyone Creation Toolkit", including a demo mobile app. This low-code toolkit helps users build AI applications (aligning with Ratio1's goal of broad accessibility).

August 2025 – Core-tech: Apple MPS native deployment tests on devnet (using PyTorch as tensorial framework).

August 2025 – Partners: Present pre-beta of "AI-for-Everyone LabelCraft" (Ratio1 AI4E data-labeling tool for custom ML datasets).

August 2025 – Core Tech: Release Deeploy v1 on mainnet (complete UI/UX and customizable deployment templates). This takes container orchestration user-friendliness to a new level.

August 2025 – Core Tech: Deploy Proof-of-AI (PoAI) Escrow v1 on mainnet to secure service payments. In PoAI escrow, smart contracts hold developer/consumer payments as rewards for R1OPs (node operators) until oracle-verified task completion, ensuring trustless settlement.

August 2025 – Partners: Release customizable, white-label J33VES AI assistant bots on mainnet for enterprise use.

August 2025 – Partners: Launch J33VES RAG-as-a-Service (retrieval-augmented generation) on R1FS in mainnet, enabling developers to use or even offer their own RAGaaS.

September 2025 – Partners: Go live with the first full enterprise application powered end-to-end by Ratio1 and J33VES (showcasing a completed partner project).

September 2025 – Core Tech: Release dAuth v2 (decentralized authentication) on mainnet and migrate from v1. dAuth already replaces centralized credentials, securely onboarding nodes and clients via blockchain-validated identity.

September 2025 – Core Tech: Launch Deeploy v2 (automated orchestration) and Escrow v2 (fully automated rewards distribution) on mainnet.

September 2025 – Partners: Publish LabelCraft v0.5 public beta for community testing.

October 2025 – Partners: Publish Creation Toolkit v0.5 public beta on mainnet (updated no-code/low-code AI builder UX/UI).

October 2025 – Partners: Launch second tutorial series (AI/ML Case Studies #2), illustrating real-world examples on Ratio1.

October 2025 – Partners: Release Cloud Service Provider (CSP) Manuals (with accompanying videos/tutorials) to help CSPs integrate with Ratio1.

October 2025 – Core Tech: Add ARM64 support for Tegra devices (NVIDIA Jetson family). This brings full Ratio1 runtime to AI-capable edge GPUs, in line with the plan to "port the runtime to non-x86 platforms".

November 2025 – Core Tech: Extend ARM64 support to other platforms (e.g. Raspberry Pi and RISC-V devices) and add native MPS (Metal Performance Shaders) support for Apple GPUs. This furthers Ratio1’s goal of broad heterogeneous-device compatibility.

November 2025 – Partners: Publish third tutorial series (AI/ML Templates #3) offering pre-built application templates for common workflows.

December 2025 – Core Tech: Release SDK v4 and ED v3 (enhanced encrypted learning). This upgrade includes improvements to the EDIL (Encrypted Decentralized Inference and Learning) framework, enabling more efficient homomorphic encrypted training and inference. Also launch a devnet/testnet for automated agent-driven Edge Nodes (fully autonomous edge node software).

December 2025 – Partners: Official v1 release of the Creation Toolkit and LabelCraft (stable 1.0 versions), completing the AI-for-Everyone suite.

Q1 2026 (Jan–Mar) – Core Tech: Deploy Escrow v3 on mainnet (per-epoch reward claims, eliminating full upfront escrow). This makes the Proof-of-AI more flexible.

Q1 2026 – Partners: Onboard the first batch of joint research projects (external partners that will consume Ratio1 compute), solidifying user adoption.

Q1 2026 – Partners: Release Creation Toolkit v2 and LabelCraft v2 (feature updates to AI-for-Everyone tools).

Q1 2026 – Partners: Launch the AI-for-Everyone Application Marketplace, a platform for sharing and monetizing AI applications built on Ratio1.

Q2 2026 (Apr–Jun) – Core Tech: Release R1FS v2, ChainDist v2, and Deeploy Builder v2 (next-generation storage, scheduling, and deployment tools). R1FS v2 offers improved scalability and resilience; ChainDist v2 adds features for heterogeneous scheduling; Deeploy Builder v2 provides enhanced orchestration configuration.

Q2 2026 – Core Tech: Launch J33VES v2 and migrate existing v1-based applications. This second generation of the J33VES framework integrates community feedback and supports even larger language models.

Q2 2026 – Core Tech: Release SDK v5 and ED v4, further improving developer tooling and encrypted AI (EDIL).

Q2 2026 – Core Tech: Deploy automated agent-driven Edge Nodes v1 (fully autonomous edge-node software stack) on mainnet.

Q2 2026 – Partners: Onboard second batch of joint-research projects (more compute consumers for AI and IoT research projects).

Q2 2026 – Partners: Unveil first wave of large-scale native applications built on Ratio1 by partners (enterprise/classic AI apps demonstrating the platform’s power).

Q2 2026 – Partners: Host the 1st Ratio1 Hackathon, engaging developers to build new decentralized AI solutions.

Q3 2026 (Jul–Sep) – Core Tech: Advance quantum-readiness and overall improvements. This includes research into quantum-resistant cryptography (post-quantum algorithms) and protocol optimizations to future-proof the network.

Q3 2026 – Core Tech: Prototype integration of Zero-Knowledge Proof (ZKP) support for privacy-preserving AI workflows to further enhance Ratio1 EDIL framework. Zero-knowledge proofs are an emerging research focus in decentralized AI, enabling validation of computations without revealing data.

Q3 2026 – Partners: Release a second wave of partner-developed large-scale applications on Ratio1, scaling up deployments.

Q3 2026 – Partners: Hold the 1st International Conference of Ratio1 CSPs (gathering of cloud-service partners and stakeholders).

Q4 2026 (Oct–Dec) – Core Tech: Release J33VES v3 and continue broad platform enhancements (performance, security, ease of use). J33VES v3 will incorporate next-generation AI models and extended domain-specific assistance.

Q4 2026 – Partners: Continue supporting ongoing large-scale app deployments and hold the 2nd Ratio1 Hackathon to drive community innovation.