Business Software for Solidity

Holo4 is H Company's series of generalist computer-use and agentic AI models built to perform multi-step work across software interfaces. It is available as Holo4 27B, a dense 27-billion-parameter model, and Holo4 35B-A3B, a Mixture-of-Experts model containing 35 billion total parameters with 3 billion active. Holo4 can interact with applications by clicking and typing through graphical interfaces, writing and executing code, or calling MCP and API tools. The same model can operate across desktops, websites, Android devices, code sandboxes, and business APIs without requiring developers to select a separate specialized model for each environment. H Company trained Holo4 using 127 billion supervised fine-tuning tokens, with approximately three-quarters consisting of successful agentic trajectories spanning desktop, web, MCP/API, and mobile tasks. Reinforcement learning then trained separate experts for desktop and web interaction and for terminal, MCP, and API work before merging them into a single model. Holo4 27B scored 85.2% on OSWorld, 61.7% on OSWorld 2.0, 45.4% on AutomationBench, and 85.1% on AndroidWorld in the evaluations reported by H Company. The models support a 256K context window, with the 27B model positioned for greater accuracy on long multi-step tasks and the 35B-A3B version positioned as a faster and less expensive alternative. Holo4 is available through a hosted API and downloadable model weights, enabling developers and enterprises to build agents that perform workflows spanning multiple applications and interaction methods.

Ethereum is a community-driven platform that serves as the backbone for the cryptocurrency ether (ETH) and a myriad of decentralized applications. This innovative technology facilitates not only digital currency transactions but also global payments and various applications. Through collaborative efforts, the community has established a vibrant digital economy, providing creators with new opportunities to generate income online and much more. Accessible to anyone with an internet connection, Ethereum breaks down barriers for billions who either lack bank accounts or face restrictions on their financial transactions. Its decentralized finance (DeFi) framework operates continuously without bias, allowing users to send, receive, borrow, earn interest, and even stream funds globally. In contrast to traditional internet services that often require sacrificing personal data control, Ethereum maintains openness as a fundamental principle – all that's needed is a wallet to participate. By staking your ETH, you can contribute to the network as a validator, helping to secure and maintain the integrity of this groundbreaking platform. As a result, Ethereum not only empowers individuals but also fosters a more inclusive financial system for everyone.

Neon EVM serves as an Ethereum Virtual Machine (EVM) that enables developers to effortlessly create and launch decentralized applications (DApps) across EVM-compatible chains and Solana while utilizing their current codebases. By utilizing Neon EVM, developers can deploy contracts written in Solidity or Vyper on the Solana blockchain, taking advantage of its accelerated processing speeds and significantly lower gas costs without the need to modify their existing Ethereum DApps. This technology ensures smooth integration within the Solana ecosystem, allowing developers to use familiar EVM development tools, all supported by Solana's powerful infrastructure that offers exceptional scalability and efficiency. Combining technical expertise with user-friendly features, Neon EVM boasts comprehensive compatibility with the EVM opcode set, empowering developers to elevate the performance and creativity of their DApps. Additionally, Neon EVM enhances transaction throughput and minimizes latency through its parallel execution capabilities, which utilize Solana's innovative transaction ordering system. By transforming state storage mechanisms, Neon EVM paves the way for a new era of decentralized application development. This revolutionary approach not only streamlines processes but also fosters a vibrant environment for experimentation and advancement in the blockchain space.

Leverage the extensive throughput made possible by data availability sampling (DAS), which is the pioneering architecture designed to scale while ensuring verifiability for every participant. By operating a light node, anyone can easily verify and engage with Celestia. You can initiate a blockchain utilizing leading Ethereum rollup technologies, or convert almost any virtual machine into your own independent chain. With Celestia's foundation, launching a tailored blockchain becomes as straightforward as deploying a smart contract. Experience the flexible scaling potential brought about by data availability sampling, where growth is directly correlated to user numbers. Develop applications using your preferred virtual machine, or create one from scratch. Additionally, construct sovereign rollups, a novel category of self-regulating blockchains that carry minimal platform risks, all while maximizing innovation in the blockchain landscape. The possibilities for creation and governance are now more accessible than ever.

SithSwap is an advanced automated market maker (AMM) on StarkNet that facilitates immediate swaps between volatile and stable assets while ensuring minimal slippage and almost negligible fees, all secured by Ethereum's robust framework. Designed as a highly effective and adaptable liquidity exchange protocol, it empowers both developers and users to utilize a highly composable structure that ensures deep, sustainable, and flexible liquidity. Additionally, SithSwap boasts a comprehensive incentive system that includes escrows, staking pools, governance gauges, bribes, and native $SITH emissions, which can be locked to access exclusive privileges, such as influencing critical protocol parameters and future emissions rewards. By providing a vital liquidity infrastructure, SithSwap enables StarkNet protocols to launch, develop, and thrive in a decentralized manner. Moreover, this AMM aligns with the established Uniswap smart contracts architecture, known for its user-friendly Pair functionalities and Router APIs, making it accessible to every DeFi developer familiar with these systems. Ultimately, SithSwap aims to revolutionize the way liquidity is managed and utilized in decentralized finance.

The API framework permits any agent application within the OpenAI ecosystem, encompassing all AI agents currently, to leverage GaiaNet as an alternative option. In addition, while OpenAI's API relies on a limited selection of models for general responses, each node within GaiaNet can be extensively tailored with fine-tuned models enriched by specific domain knowledge. GaiaNet operates as a decentralized computing framework that empowers individuals and enterprises to develop, implement, scale, and monetize their unique AI agents, embodying their distinct styles, values, knowledge, and expertise. This innovative system facilitates the creation of AI agents by both individuals and businesses, while each GaiaNet node forms part of a distributed and decentralized network known as GaiaNodes. These nodes utilize fine-tuned large language models that incorporate private data, as well as proprietary knowledge bases that enhance model performance for users. Moreover, decentralized AI applications make use of the GaiaNet's distributed API infrastructure, offering features such as personal AI teaching assistants that are readily available to provide insights anytime and anywhere, thereby transforming the landscape of AI interaction. As a result, users can expect a highly personalized and efficient AI experience tailored specifically to their needs and preferences.

Somnia is an innovative Layer 1 blockchain that is fully compatible with EVM and engineered for high performance, making it ideal for real-time applications aimed at mass consumers, including gaming, social networking, and immersive metaverse experiences. Its unique multistream consensus mechanism, alongside the advanced IceDB database, allows the network to handle upwards of 400,000 transactions each second with remarkably quick finality, all while maintaining exceptionally low transaction fees. This architecture empowers developers to leverage familiar EVM tools and pre-existing code, paving the way for smooth integration and expedited project development. Additionally, by incorporating reactive primitives into Solidity, Somnia supports the development of entirely on-chain applications that can dynamically react to data changes and events, thereby catalyzing a new generation of decentralized applications. With a strong emphasis on both scalability and cost-effectiveness, Somnia stands out as a prime platform for creating intricate on-chain games, vibrant social ecosystems, and comprehensive metaverses, all while enhancing user sovereignty, fostering composability, and ensuring transparency in operations. This advancement in blockchain technology opens up exciting possibilities for developers and users alike, indicating a promising future for decentralized digital experiences.

The new OpenAI API service tier, GPT-5.6 Sol Ultrafast, operates up to 14 times quicker than the Standard processing version, delivering cutting-edge intelligence to applications and workflows where every fleeting moment is crucial. Utilizing Cerebras technology, it boasts the capability to produce as many as 750 output tokens each second, enabling sophisticated reasoning to function at real-time velocities without the need for a more compact or specialized model. This service is particularly tailored for business environments where rapid responses can significantly enhance the capabilities of AI systems. It has various applications, including incident response, where it can swiftly analyze logs, code changes, traces, and engineering reports during ongoing outages; financial research and security, where it can rapidly evaluate fluctuating market signals and identify suspicious transactions; and customer support, where intricate problems can be resolved seamlessly during live conversations. In the realm of e-commerce, it excels at handling product inquiries, verifying inventory status, and customizing product recommendations to enhance user experience. By implementing this advanced service, organizations can expect improved efficiency and effectiveness in their operations.

Gemini 3.8 Flash Cyber represents Google's most advanced cybersecurity model, offering top-tier performance in identifying vulnerabilities and automating patching processes with remarkable speed for rapid iteration. Tailored for trusted defenders, it is accessible via the Fairwind Program. On CyberGym, a recognized industry benchmark for detecting vulnerabilities, this model showcases exceptional autonomous vulnerability discovery, outperforming both Gemini 3.5 Flash Cyber and larger frontier models. Furthermore, Google assessed its effectiveness on an internal benchmark that spans complex codebases across 20 programming languages, achieving a success rate of over 70% in identifying various vulnerabilities. Unlike many models that focus on offensive strategies, Gemini 3.8 Flash Cyber emphasizes the importance of fixing vulnerabilities, providing defenders with advanced tools that enhance their ability to stay ahead of cyber attackers. This focus on proactive defense represents a crucial shift in the cybersecurity landscape, prioritizing the safeguarding of systems over mere exploitation capabilities.

Grok 4.8 is an upcoming large language model from xAI designed to continue the company’s push toward more capable coding, reasoning, knowledge work, and autonomous AI agents. Elon Musk has stated that Grok 4.8 uses approximately 2.5 trillion parameters, making it larger than the 2.1-trillion-parameter Grok 4.7 model previously discussed. The model is also being trained on a new C++ software stack that xAI expects to use for its next generation of large-scale training runs. Initial model training is expected to finish before reinforcement learning and additional post-training work begin, meaning the final production model is not yet available. Based on the current Grok generation, Grok 4.8 is likely to emphasize software engineering, agentic tool use, professional knowledge work, image understanding, and complex multi-step reasoning. Grok 4.7 currently supports configurable reasoning levels and a 500,000-token context window, providing a baseline for the capabilities xAI is developing further. Grok 4.8 may also become an important model for products such as Grok Build and Grok Bot, where stronger reasoning and tool coordination can support longer autonomous workflows. xAI has not published official Grok 4.8 benchmarks, pricing, context limits, API details, or an exact release date. Grok 4.8 is expected to serve developers, engineering teams, researchers, enterprises, and AI agent builders seeking frontier-level performance across technical and professional tasks.

Open Code Review is a command-line interface for code evaluation powered by artificial intelligence, originating from Alibaba's robust internal code review tool and tested through millions of practical applications. It analyzes Git diffs, communicates with a configurable language model via an agent capable of utilizing various tools, and produces organized review feedback with exact line references. Instead of limiting itself to the visible differences, the agent has the ability to access entire files, browse the codebase, examine related modifications, and cross-check context, which allows it to identify more significant issues. Its hybrid structure distinguishes between deterministic engineering functions—such as filtering files, dividing tasks, routing rules, scheduling, and positioning lines—and the reasoning of the language model for detecting risks, exploring context, and classifying problems. Additionally, a specialized reflection module is included to catch any inaccuracies or knowledge gaps before the feedback is delivered. Users can modify the review depth, adjusting it from minimal to extensive based on their need for either rapid assessments or comprehensive evaluations. This flexibility ensures that developers can tailor the review process to their specific project demands.

Unremot serves as an essential hub for individuals eager to create AI products, offering over 120 pre-built APIs that enable you to develop and introduce AI solutions at double the speed and a third of the cost. Additionally, even the most complex AI product APIs can be deployed in mere minutes, requiring little to no coding expertise. You can select from a diverse array of AI APIs available on Unremot to seamlessly integrate into your product. To authenticate and allow Unremot access to the API, simply provide your unique API private key. By utilizing Unremot's specialized URL to connect your product API, you can streamline the entire process, which can be completed in just minutes rather than the typical days or weeks typically required. This efficiency not only saves time but also enhances productivity for developers and businesses alike.

Claude Fable 5.5 is an anticipated but currently unannounced model in Anthropic's Claude family, and Anthropic has not confirmed that a model with this name will be released. As of September 30, 2026, Claude Fable 5.1 remains the latest officially documented Fable model. Fable represents Anthropic's highest-end model tier for demanding reasoning and long-horizon agentic work, while the newer Opus 5.5 and Sonnet 5.5 occupy lower-cost positions in the Claude lineup. Anthropic's current documentation gives Fable 5.1 a 1-million-token context window and maximum output length of 128,000 tokens. It supports text and image inputs with text output and uses adaptive thinking that remains active throughout model operation. Fable 5.1 defaults to high reasoning effort and is listed as having a June 2026 reliable knowledge cutoff and training-data cutoff. API pricing is $10 per million input tokens and $50 per million output tokens, while prompt-cache reads cost $0.25 per million tokens and Batch API processing receives a 50% input and output discount. Anthropic's official documentation currently provides model identifiers for Fable 5.1 across the Claude API, Amazon Bedrock, Google Cloud, Microsoft Foundry, and Claude Platform on AWS. No equivalent model identifier, specifications, benchmark results, pricing, availability information, or release schedule has been published for Claude Fable 5.5.