agents

AppWizard
August 7, 2025
Genie 3, developed by Google DeepMind, allows users to create interactive 3D environments using brief text prompts. It enables exploration and manipulation of these virtual scenes for a limited time, maintaining stability and coherence for over a minute, unlike its predecessors, Genie 1 and 2. Genie 3 can respond instantly to new commands, allowing real-time changes without reloading. Currently, it is in research preview and accessible only to select academics and creators. The system has limitations, including basic interaction mechanics and challenges with multiple agents and accurate real-world replicas.
Winsage
August 7, 2025
David Weston, Microsoft’s Corporate Vice President for Enterprise and OS Security, predicts that by the end of the decade, traditional input devices like keyboards and mice will coexist with more interactive technologies. He envisions AI agents taking over roles traditionally held by security analysts, allowing them to manage tasks such as reading and responding to emails. Microsoft is investing in AI technologies, including the development of Copilot, which aims to enhance productivity. Weston anticipates a shift toward voice and visual inputs for device interaction, moving away from typing and clicking. Microsoft has introduced features like the "Hey Copilot" wake word for voice commands. He also highlights the importance of quantum computing for future security, indicating that quantum-safe encryption is being integrated into Windows. While details about Windows 12 are limited, early indications suggest a deeper integration of Copilot and enhanced security features, potentially transforming Windows into a more intuitive collaborator.
Winsage
August 6, 2025
Microsoft has integrated OpenAI’s GPT model, gpt-oss-20b, into its Windows AI Foundry platform, allowing Windows 11 users to access advanced AI capabilities from their desktops. The model is optimized for agentic tasks and is compatible with consumer PCs and laptops with a minimum of 16GB of VRAM. gpt-oss-20b is a text-only model with a 53% hallucination rate on OpenAI’s PersonQA benchmark. Microsoft plans to extend its availability to macOS and other devices, and both gpt-oss-20b and its predecessor will be accessible through Microsoft’s Azure AI Foundry and Amazon’s AWS.
Winsage
August 6, 2025
NVIDIA has partnered with OpenAI to enhance the gpt-oss models for NVIDIA GPUs, enabling rapid inference and supporting millions of users on NVIDIA RTX AI PCs. The gpt-oss-20b and gpt-oss-120b models, trained on NVIDIA H100 GPUs, feature open-weight reasoning and can handle context lengths of up to 131,072 tokens. Users can utilize these models through frameworks like Ollama, which provides a user-friendly interface for experimentation. The models are optimized for RTX GPUs and support applications such as web search and coding assistance. Developers can also access the models via Microsoft AI Foundry Local and other frameworks, with NVIDIA contributing to open-source projects to enhance performance.
Winsage
August 6, 2025
AWS has introduced two new OpenAI models with open weights, the gpt-oss-120b and gpt-oss-20b, available through Amazon Bedrock and Amazon SageMaker JumpStart. These models are designed for text generation and reasoning tasks, excelling in coding, scientific analysis, and mathematical reasoning, with performance comparable to leading alternatives. They support a context window of 128K and adjustable reasoning levels (low, medium, high). Users can access these models via an OpenAI-compatible endpoint in Bedrock, utilizing the OpenAI SDK or Bedrock APIs for integration. To access the models in Amazon Bedrock, users must request access through the console and can evaluate them using the Chat/Test playground. The process for using the OpenAI SDK involves configuring the API endpoint and authentication with an Amazon Bedrock API key. Users can build AI agents using frameworks that support the Amazon Bedrock API or OpenAI API, with deployment facilitated by Amazon Bedrock AgentCore. The OpenAI models are available in the US West (Oregon) region through Amazon Bedrock and in the US East (Ohio, N. Virginia) and Asia Pacific (Mumbai, Tokyo) regions via SageMaker JumpStart. Each model provides full chain-of-thought output capabilities for enhanced interpretability. They can be modified and customized to meet specific needs, and security measures are in place to ensure robust evaluation processes. Compatibility with the standard GPT-4 tokenizer is also included. For cost details, users can refer to the Amazon Bedrock and SageMaker AI pricing pages.
Winsage
August 6, 2025
David Weston, Microsoft's Corporate Vice President for OS Security, envisions a future version of Windows by 2030 that will feature more interactive and intuitive user engagement through multimodal interactions. He suggests that computers will be able to "see what we see" and "hear what we hear," moving away from traditional input methods like mousing and typing. AI is expected to play a significant role in this transformation, taking over mundane tasks and allowing users to focus on more creative work. Speculation exists about a potential new version of Windows, possibly branded as Windows AI or Windows Copilot, which would incorporate advanced AI capabilities. Recent developments indicate the introduction of AI agents within the Windows 11 taskbar, signaling a shift towards an AI-centric experience. While advancements in voice recognition technology may enhance the Windows experience, the timeline for fully implementing these changes remains uncertain.
Winsage
August 6, 2025
Microsoft envisions a future for Windows by 2030 where devices will have sensory capabilities, allowing them to see, hear, and engage in conversation. This shift towards "agentic" AI aims to transform the operating system into a proactive assistant that anticipates user needs. Recent advancements, such as Copilot Vision in Windows 11, exemplify this evolution by enabling real-time analysis of on-screen content. The integration of AI features, including Bing Chat, positions Windows 11 as the first operating system with a centralized AI assistant. Sensory AI will facilitate devices interpreting visual and auditory inputs, offering proactive suggestions based on user context. Microsoft is addressing privacy concerns through responsible AI frameworks while promoting a hybrid model where AI augments human capabilities. This evolution could redefine industries, with potential applications in healthcare and creative sectors.
Winsage
August 6, 2025
The business landscape is evolving rapidly due to technologies like artificial intelligence (AI), quantum computing, and intelligent agents, which are reshaping operations and increasing security risks. Security is now a strategic imperative, requiring executives to anticipate and mitigate risks through investment in evolving technologies and best practices. Key trends defining the next decade include: 1. AI agents will enhance productivity but also introduce new security risks, necessitating parallel security structures. 2. Cyber-physical agents will expand security perimeters, requiring integration of physical and cybersecurity strategies. 3. Quantum computing poses retroactive threats to current cryptographic standards, prompting the need for quantum-safe encryption. 4. AI-enabled workforces will reshape talent dynamics and risk profiles, requiring collaboration between HR and IT for security programs. 5. Hardware-level security models will enhance protection and necessitate system upgrades. Organizations should adopt strategies such as securing supply chains, prioritizing attack prevention, leveraging AI for threat countermeasures, ensuring source integrity, maintaining security hygiene, and moving towards resilience with proven frameworks. Microsoft is enhancing security through initiatives like the Secure Future Initiative, Windows Resiliency Initiative, Microsoft Virus Initiative, and Zero Trust strategy.
Winsage
August 5, 2025
Microsoft is testing a new taskbar feature called "Companions," which involves the integration of AI agents. Initial hints of this feature appeared in Build 26454 of Windows Server and have been noted in beta versions of Windows 11. Companions may be a key element of the upcoming Windows 11 version 25H2, expected to launch in autumn. The feature suggests a more personalized AI assistant, potentially succeeding earlier innovations like Copilot.
Winsage
August 5, 2025
David Weston, Microsoft’s Corporate Vice President for Enterprise and OS Security, discussed the future of Windows and the impact of artificial intelligence (AI) on the enterprise and security landscape as we approach 2030. He highlighted that AI technologies like Microsoft Copilot and ChatGPT are transforming work by reducing monotonous tasks, allowing employees to focus on creative responsibilities. Weston predicted that in five years, AI agents could perform roles traditionally held by security experts, participating in meetings and managing tasks similarly to humans. He referred to these AI agents as “net amplifiers” that enhance human capabilities. Weston speculated that future versions of Windows will change how we interact with technology, moving away from traditional input methods to more conversational interfaces. He noted that current voice command systems, such as Microsoft Copilot, have limitations that need to be addressed with increased cloud computing power, which he believes will be facilitated by quantum computing. He mentioned that quantum computing will dramatically change the security landscape, prompting the introduction of post-quantum encryption. While details about Windows 12 are limited, AI integration is expected to be a significant feature, potentially making voice a key input method for multitasking.
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