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      "title": "Approval-First SI Workflow Architecture | Hypler",
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      "title": "Engineering SI Capabilities as Software | Hypler",
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      "title": "SI Agent Governance & Authorization | Hypler",
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      "title": "AI News: Hardware, LLMs & Policy | Hypler",
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      "path": "/wiki/private-llms-apple-silicon",
      "title": "Private LLMs and hardware-aware inference | Hypler",
      "description": "Design local and privately hosted inference around data boundaries, model fit, memory pressure, resource queues, and operational ownership.",
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      "markdown": "https://hypler.com/wiki/private-llms-apple-silicon.md"
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      "title": "Development Engagements Start With the Existing System | Hypler",
      "description": "A useful engineering engagement begins by locating the real operating boundary, not by proposing a tool before the work is understood.",
      "url": "https://hypler.com/wiki/development-engagement",
      "markdown": "https://hypler.com/wiki/development-engagement.md"
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      "path": "/wiki/engineering-skillsets",
      "title": "Engineering Skillsets Work Best as Connected Practices | Hypler",
      "description": "Architecture, interface work, data reasoning, testing, and operational communication reinforce one another when they are applied to the same bounded problem.",
      "url": "https://hypler.com/wiki/engineering-skillsets",
      "markdown": "https://hypler.com/wiki/engineering-skillsets.md"
    },
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      "path": "/wiki/repository-workflow",
      "title": "Repository Workflow Is a Form of Risk Control | Hypler",
      "description": "A repository workflow makes ownership, contracts, validation, and unrelated work visible before a source change becomes hard to unwind.",
      "url": "https://hypler.com/wiki/repository-workflow",
      "markdown": "https://hypler.com/wiki/repository-workflow.md"
    },
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      "path": "/wiki/software-architecture",
      "title": "Software Architecture Makes Change Legible | Hypler",
      "description": "Architecture is useful when it clarifies boundaries, dependencies, failure behavior, and ownership for a change that a team can actually review.",
      "url": "https://hypler.com/wiki/software-architecture",
      "markdown": "https://hypler.com/wiki/software-architecture.md"
    },
    {
      "path": "/wiki/llm-methodology",
      "title": "LLM Methodology: Treat Output as a Proposal | Hypler",
      "description": "Language models can accelerate research, drafting, and implementation support when their output is bounded, evaluated, and kept separate from human authority.",
      "url": "https://hypler.com/wiki/llm-methodology",
      "markdown": "https://hypler.com/wiki/llm-methodology.md"
    },
    {
      "path": "/wiki/retrieval-source-quality",
      "title": "Retrieval Begins With Source Quality | Hypler",
      "description": "Retrieval is not a substitute for data stewardship. It depends on source identity, freshness, provenance, and an interface that can show uncertainty.",
      "url": "https://hypler.com/wiki/retrieval-source-quality",
      "markdown": "https://hypler.com/wiki/retrieval-source-quality.md"
    },
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      "path": "/wiki/model-selection-evaluation",
      "title": "Model Selection Should Follow the Evaluation Boundary | Hypler",
      "description": "Choose a model against documented task criteria, then re-evaluate when the task, context, tools, or model version changes.",
      "url": "https://hypler.com/wiki/model-selection-evaluation",
      "markdown": "https://hypler.com/wiki/model-selection-evaluation.md"
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      "path": "/wiki/mcp-integration-contracts",
      "title": "MCP Integrations Need Contracts, Not Assumptions | Hypler",
      "description": "Model Context Protocol can expose prompts, resources, and tools, but exposing a tool is not the same as granting authority for consequential action.",
      "url": "https://hypler.com/wiki/mcp-integration-contracts",
      "markdown": "https://hypler.com/wiki/mcp-integration-contracts.md"
    },
    {
      "path": "/wiki/api-event-contracts",
      "title": "API and Event Contracts Make Integration Testable | Hypler",
      "description": "An integration becomes easier to operate when requests, events, retries, errors, and state transitions are explicit and independently testable.",
      "url": "https://hypler.com/wiki/api-event-contracts",
      "markdown": "https://hypler.com/wiki/api-event-contracts.md"
    },
    {
      "path": "/wiki/human-approval",
      "title": "Human Approval Is a System Boundary | Hypler",
      "description": "Approval should be scoped to an identifiable action and supported by policy and evidence, rather than inferred from a model suggestion or a tool's availability.",
      "url": "https://hypler.com/wiki/human-approval",
      "markdown": "https://hypler.com/wiki/human-approval.md"
    },
    {
      "path": "/wiki/testing-observability",
      "title": "Testing and Observability Answer Different Questions | Hypler",
      "description": "Tests establish selected behavior before release; observability helps a team understand what happened afterward. Neither is complete proof alone.",
      "url": "https://hypler.com/wiki/testing-observability",
      "markdown": "https://hypler.com/wiki/testing-observability.md"
    },
    {
      "path": "/wiki/deployment-handoff",
      "title": "Deployment and Handoff Are Separate Decisions | Hypler",
      "description": "A source change can be ready for review without being authorized for deployment. A useful handoff states the evidence, remaining risk, and next decision plainly.",
      "url": "https://hypler.com/wiki/deployment-handoff",
      "markdown": "https://hypler.com/wiki/deployment-handoff.md"
    },
    {
      "path": "/wiki/rust-systems-security",
      "title": "Rust Systems Security: Memory Safety Supports Authority Work | Hypler",
      "description": "Rust ownership, borrowing, and explicit error results make low-level authority paths easier to reason about, while unsafe code and dependencies still require review.",
      "url": "https://hypler.com/wiki/rust-systems-security",
      "markdown": "https://hypler.com/wiki/rust-systems-security.md"
    },
    {
      "path": "/wiki/typescript-contracts-interfaces",
      "title": "TypeScript Contracts: Interfaces Need Runtime Boundaries | Hypler",
      "description": "TypeScript makes application contracts easier to express and refactor, but runtime validation and a narrow Gateway adapter still decide whether external input is safe to use.",
      "url": "https://hypler.com/wiki/typescript-contracts-interfaces",
      "markdown": "https://hypler.com/wiki/typescript-contracts-interfaces.md"
    },
    {
      "path": "/wiki/sql-durability-audit",
      "title": "SQL Durability: Transactions, Receipts, and Audit Truth | Hypler",
      "description": "SQLite transactions support local durable authority state, while PostgreSQL provides a migration foundation for broader audit workloads; neither database makes a workflow replay-proof alone.",
      "url": "https://hypler.com/wiki/sql-durability-audit",
      "markdown": "https://hypler.com/wiki/sql-durability-audit.md"
    },
    {
      "path": "/ai-news/ai-vulnerabilities-permissioned-agents-for-everyone-2026",
      "title": "AI vulnerabilities and permissioned agents: security controls for individuals and small teams | Hypler",
      "description": "AI security includes prompt injection, excessive tool authority, data exposure, poisoned retrieval and ordinary runtime flaws. Hypler explains the main risk categories and its work toward tightly permissioned systems that individuals and small teams can inspect and control.",
      "url": "https://hypler.com/ai-news/ai-vulnerabilities-permissioned-agents-for-everyone-2026",
      "markdown": "https://hypler.com/ai-news/ai-vulnerabilities-permissioned-agents-for-everyone-2026.md"
    },
    {
      "path": "/ai-news/php2shell-critical-php-security-update-2026",
      "title": "PHP2Shell: critical PHP fixes and the evidence needed after patching | Hypler",
      "description": "PHP released fixes for CVE-2026-109618 and CVE-2026-109619 on October 21. Hypler examines affected runtimes, reported exploitation attempts and why installing a patch and investigating earlier exposure are separate tasks.",
      "url": "https://hypler.com/ai-news/php2shell-critical-php-security-update-2026",
      "markdown": "https://hypler.com/ai-news/php2shell-critical-php-security-update-2026.md"
    },
    {
      "path": "/ai-news/vusl-semantic-interoperability-rangoon-2026",
      "title": "VUSL: a shared language across software platforms | Hypler",
      "description": "VUSL is a shared language for describing capabilities, observations and relationships across software platforms while preserving each system’s meaning and origin.",
      "url": "https://hypler.com/ai-news/vusl-semantic-interoperability-rangoon-2026",
      "markdown": "https://hypler.com/ai-news/vusl-semantic-interoperability-rangoon-2026.md"
    },
    {
      "path": "/ai-news/deepseek-v4-1-flash-search-api-update-2026",
      "title": "DeepSeek reports a V4.1-Flash update and Search API launch | Hypler",
      "description": "DeepSeek reports a V4.1-Flash update and Search API launch. Hypler outlines the vendor claims and a measured approach to provider evaluation.",
      "url": "https://hypler.com/ai-news/deepseek-v4-1-flash-search-api-update-2026",
      "markdown": "https://hypler.com/ai-news/deepseek-v4-1-flash-search-api-update-2026.md"
    },
    {
      "path": "/ai-news/china-ai-technology-export-catalog-consultation-2026",
      "title": "China opens consultation on a draft AI technology export catalog | Hypler",
      "description": "China opened consultation on a draft technology export catalog with AI items. Hypler records stated scope, uncertainty, and practical resilience steps.",
      "url": "https://hypler.com/ai-news/china-ai-technology-export-catalog-consultation-2026",
      "markdown": "https://hypler.com/ai-news/china-ai-technology-export-catalog-consultation-2026.md"
    },
    {
      "path": "/ai-news/nvidia-ai-defined-fabs-chip-design-2026",
      "title": "NVIDIA frames AI-defined fabs around chip design and manufacturing | Hypler",
      "description": "NVIDIA describes CUDA-X tools for chip design and manufacturing. Hypler separates vendor claims from the evidence needed for measured semiconductor gains.",
      "url": "https://hypler.com/ai-news/nvidia-ai-defined-fabs-chip-design-2026",
      "markdown": "https://hypler.com/ai-news/nvidia-ai-defined-fabs-chip-design-2026.md"
    },
    {
      "path": "/ai-news/nvidia-uk-agentic-safety-research-2026",
      "title": "NVIDIA commits UK compute access for agentic safety and security research | Hypler",
      "description": "NVIDIA commits UK compute access for agentic safety research. Hypler explains the stated terms, unresolved capacity details, and evidence needed for impact.",
      "url": "https://hypler.com/ai-news/nvidia-uk-agentic-safety-research-2026",
      "markdown": "https://hypler.com/ai-news/nvidia-uk-agentic-safety-research-2026.md"
    },
    {
      "path": "/ai-news/anthropic-unintended-model-actions-correction-2026",
      "title": "Anthropic reports on unintended model actions and corrects a mitigation detail | Hypler",
      "description": "Anthropic reports unintended tool actions and corrects a mitigation detail. Hypler explains evidence and control boundaries for secure agent systems.",
      "url": "https://hypler.com/ai-news/anthropic-unintended-model-actions-correction-2026",
      "markdown": "https://hypler.com/ai-news/anthropic-unintended-model-actions-correction-2026.md"
    },
    {
      "path": "/ai-news/doe-genesis-mission-phase-two-awards-2026",
      "title": "DOE announces Genesis Mission awards for super-intelligence science | Hypler",
      "description": "DOE announced Genesis Mission awards for scientific computing and energy research. Hypler separates funded objectives from measured breakthroughs and deployment claims.",
      "url": "https://hypler.com/ai-news/doe-genesis-mission-phase-two-awards-2026",
      "markdown": "https://hypler.com/ai-news/doe-genesis-mission-phase-two-awards-2026.md"
    },
    {
      "path": "/ai-news/super-intelligence-executive-order-14434-2026",
      "title": "Executive Order 14434: From AI to Super Intelligence | Hypler",
      "description": "Executive Order 14434 directs executive-branch terminology from Artificial Intelligence (AI) to Super Intelligence (SI). Hypler examines the naming change and the separate engineering work required for capable, controlled intelligence systems.",
      "url": "https://hypler.com/ai-news/super-intelligence-executive-order-14434-2026",
      "markdown": "https://hypler.com/ai-news/super-intelligence-executive-order-14434-2026.md"
    },
    {
      "path": "/ai-news/rangoon-capability-composition-before-deployment",
      "title": "Rangoon: Inspectable SI Capabilities | Hypler",
      "description": "Rangoon is a workspace in development for examining the parts of an SI capability before a team plans deployment. It keeps profiles, skills, workflows, connector operations, model targets, tests, and versioned artifacts visible as related engineering records rather than treating a prompt or tool list as a complete system description.",
      "url": "https://hypler.com/ai-news/rangoon-capability-composition-before-deployment",
      "markdown": "https://hypler.com/ai-news/rangoon-capability-composition-before-deployment.md"
    },
    {
      "path": "/ai-news/lnsat-execution-authorization-and-evidence",
      "title": "LNSAT: Authority for Agent Actions | Hypler",
      "description": "LNSAT is pre-release open-source 0.1.0 source for policy-governed execution authorization and evidence. Its model treats a consequential request as a bounded packet, evaluates that exact request, requires scoped approval when policy demands it, and preserves receipts and reconciliation evidence for known and unknown outcomes.",
      "url": "https://hypler.com/ai-news/lnsat-execution-authorization-and-evidence",
      "markdown": "https://hypler.com/ai-news/lnsat-execution-authorization-and-evidence.md"
    },
    {
      "path": "/ai-news/nist-cyber-ai-profile-draft-2025",
      "title": "NIST releases a draft Cybersecurity Framework Profile for AI | Hypler",
      "description": "NIST released a preliminary draft of NISTIR 8596, the Cybersecurity Framework Profile for Artificial Intelligence. The agency said the draft adapts the NIST Cybersecurity Framework 2.0 to AI adoption and organizes guidance around securing AI systems, using AI for cyber defense, and thwarting AI-enabled attacks. NIST opened a 45-day public comment period and characterized the document as a draft, not a final standard.",
      "url": "https://hypler.com/ai-news/nist-cyber-ai-profile-draft-2025",
      "markdown": "https://hypler.com/ai-news/nist-cyber-ai-profile-draft-2025.md"
    },
    {
      "path": "/ai-news/microsoft-agent-framework-preview-2025",
      "title": "Microsoft previews Microsoft Agent Framework | Hypler",
      "description": "Microsoft announced the public preview of Microsoft Agent Framework, an open-source SDK and runtime for multi-agent orchestration. The company positioned it alongside Azure AI Foundry capabilities for building, observing, and governing agent systems. The announcement described a framework that combines ideas from AutoGen and Semantic Kernel and emphasized workflow composition, agent-to-agent coordination, observability, and governance for enterprise scenarios.",
      "url": "https://hypler.com/ai-news/microsoft-agent-framework-preview-2025",
      "markdown": "https://hypler.com/ai-news/microsoft-agent-framework-preview-2025.md"
    },
    {
      "path": "/ai-news/anthropic-usage-policy-update-2025",
      "title": "Anthropic updates its usage policy for agentic and cybersecurity risks | Hypler",
      "description": "Anthropic published usage-policy updates that added detail for malicious computer, network, and infrastructure compromise activities. The company framed the changes around more capable agentic tools and cybersecurity risks, with an effective date stated in the announcement for the revised policy and explicit prohibited conduct categories.",
      "url": "https://hypler.com/ai-news/anthropic-usage-policy-update-2025",
      "markdown": "https://hypler.com/ai-news/anthropic-usage-policy-update-2025.md"
    },
    {
      "path": "/ai-news/openai-gpt-5-developers-2025",
      "title": "OpenAI introduces GPT-5 for developers | Hypler",
      "description": "OpenAI announced GPT-5 API models for coding and agentic tasks. The release described configurable verbosity, reasoning effort including a minimal setting, custom tools that accept plaintext, and GPT-5, GPT-5 mini, and GPT-5 nano options. It differentiated API models from the routing and model experience used in ChatGPT.",
      "url": "https://hypler.com/ai-news/openai-gpt-5-developers-2025",
      "markdown": "https://hypler.com/ai-news/openai-gpt-5-developers-2025.md"
    },
    {
      "path": "/ai-news/openai-gpt-oss-open-weight-models-2025",
      "title": "OpenAI releases gpt-oss open-weight reasoning models | Hypler",
      "description": "OpenAI released gpt-oss-120b and gpt-oss-20b as Apache 2.0 open-weight reasoning models. The announcement says the models were optimized for efficient deployment, including gpt-oss-120b on a single 80 GB GPU and gpt-oss-20b on systems with 16 GB of memory. OpenAI also published reference implementations, a Harmony renderer, and safety evaluation work addressing malicious fine-tuning before the release.",
      "url": "https://hypler.com/ai-news/openai-gpt-oss-open-weight-models-2025",
      "markdown": "https://hypler.com/ai-news/openai-gpt-oss-open-weight-models-2025.md"
    },
    {
      "path": "/ai-news/anthropic-claude-opus-4-1-2025",
      "title": "Anthropic releases Claude Opus 4.1 | Hypler",
      "description": "Anthropic announced Claude Opus 4.1 as an update to Claude Opus 4, focused on agentic tasks, coding, research, and data analysis. The company said the model was available through its API, paid Claude plans, Amazon Bedrock, and Google Cloud Vertex AI. Its announcement reported evaluation results and named multi-file refactoring, detail tracking, and agentic search as areas of improvement over the earlier release.",
      "url": "https://hypler.com/ai-news/anthropic-claude-opus-4-1-2025",
      "markdown": "https://hypler.com/ai-news/anthropic-claude-opus-4-1-2025.md"
    },
    {
      "path": "/ai-news/us-ai-action-plan-2025",
      "title": "White House unveils America's AI Action Plan | Hypler",
      "description": "The White House released America's AI Action Plan, describing federal policy actions organized around accelerating innovation, building AI infrastructure, and leading in international diplomacy and security. The release announced an executive-branch policy plan and implementation direction; it did not itself establish a product certification or a universal technical compliance standard.",
      "url": "https://hypler.com/ai-news/us-ai-action-plan-2025",
      "markdown": "https://hypler.com/ai-news/us-ai-action-plan-2025.md"
    },
    {
      "path": "/ai-news/openai-chatgpt-agent-2025",
      "title": "OpenAI introduces ChatGPT agent | Hypler",
      "description": "OpenAI announced ChatGPT agent, a product feature that combined web interaction, research, code execution, and document work in a virtual computer environment. The launch post said the agent could navigate sites, ask users to take over or log in when needed, and complete multi-step tasks. OpenAI described user controls, including permission requests for consequential actions, alongside a system card and added biological-risk safeguards.",
      "url": "https://hypler.com/ai-news/openai-chatgpt-agent-2025",
      "markdown": "https://hypler.com/ai-news/openai-chatgpt-agent-2025.md"
    },
    {
      "path": "/ai-news/aws-bedrock-agentcore-preview-2025",
      "title": "AWS previews Amazon Bedrock AgentCore | Hypler",
      "description": "AWS announced the preview of Amazon Bedrock AgentCore, a modular set of services for deploying and operating AI agents. The release named isolated runtime sessions, memory, gateway, browser, code-interpreter, identity, and observability services. AWS said AgentCore could work with models inside or outside Bedrock and with open-source agent frameworks. The preview was announced for selected AWS regions, including two U.S. regions.",
      "url": "https://hypler.com/ai-news/aws-bedrock-agentcore-preview-2025",
      "markdown": "https://hypler.com/ai-news/aws-bedrock-agentcore-preview-2025.md"
    },
    {
      "path": "/ai-news/aws-nova-act-sdk-preview-2025",
      "title": "AWS previews the Amazon Nova Act SDK | Hypler",
      "description": "AWS announced a preview of the Amazon Nova Act SDK for building browser automation agents. The company said the SDK used a Nova Act model fine-tuned for browser execution and included integration with IAM credential management, Amazon S3 data controls, and a browser tool. AWS positioned the release around multi-step browser workflows, Python scripting, and testing or debugging agent behavior before deployment.",
      "url": "https://hypler.com/ai-news/aws-nova-act-sdk-preview-2025",
      "markdown": "https://hypler.com/ai-news/aws-nova-act-sdk-preview-2025.md"
    },
    {
      "path": "/ai-news/docker-compose-agent-era-2025",
      "title": "Docker adds agent-focused building blocks to Compose | Hypler",
      "description": "Docker announced agent-focused building blocks for Docker Compose, describing a compose.yaml-based way to define models, agents, and MCP-compatible tools together. The company named integrations and examples involving several agent frameworks, with local development and cloud deployment integrations. Compose provides a packaging layer for these multi-service agent applications.",
      "url": "https://hypler.com/ai-news/docker-compose-agent-era-2025",
      "markdown": "https://hypler.com/ai-news/docker-compose-agent-era-2025.md"
    },
    {
      "path": "/ai-news/docker-mcp-gateway-2025",
      "title": "Docker open-sources an MCP Gateway | Hypler",
      "description": "Docker announced an open-source MCP Gateway intended to sit between AI agents and multiple MCP servers. The company described the gateway as a centralized enforcement point that works with Docker Compose and can apply options such as signature verification, call logging, and secret blocking. Docker said the gateway was available in Docker Desktop and as an open-source project for community use.",
      "url": "https://hypler.com/ai-news/docker-mcp-gateway-2025",
      "markdown": "https://hypler.com/ai-news/docker-mcp-gateway-2025.md"
    },
    {
      "path": "/ai-news/microsoft-foundry-deep-research-preview-2025",
      "title": "Microsoft previews Deep Research in Azure AI Foundry | Hypler",
      "description": "Microsoft announced a public preview of Deep Research in Azure AI Foundry Agent Service. The company described an API and SDK offering based on OpenAI's research capability, with Bing Search grounding and source-backed output. Microsoft positioned the service as a composable agent tool that could be invoked by applications, workflows, or other agents and orchestrated with Foundry connectors, Logic Apps, and Azure Functions.",
      "url": "https://hypler.com/ai-news/microsoft-foundry-deep-research-preview-2025",
      "markdown": "https://hypler.com/ai-news/microsoft-foundry-deep-research-preview-2025.md"
    },
    {
      "path": "/ai-news/anthropic-claude-code-remote-mcp-2025",
      "title": "Anthropic adds remote MCP support to Claude Code | Hypler",
      "description": "Anthropic announced remote Model Context Protocol support in Claude Code. The company said developers could connect Claude Code to remote MCP servers by adding a vendor URL instead of operating local servers. The release described access to exposed tools and resources, examples involving Sentry and Linear, and native OAuth support. It presented remote servers as a lower-maintenance connection option, while vendors retain responsibility for their services.",
      "url": "https://hypler.com/ai-news/anthropic-claude-code-remote-mcp-2025",
      "markdown": "https://hypler.com/ai-news/anthropic-claude-code-remote-mcp-2025.md"
    },
    {
      "path": "/ai-news/microsoft-foundry-agent-service-ga-2025",
      "title": "Microsoft makes Azure AI Foundry Agent Service generally available | Hypler",
      "description": "Microsoft announced the general availability of Azure AI Foundry Agent Service, together with a unified API and SDK for building and orchestrating multi-agent workflows. The company described Foundry as a platform for models, tools, and services, and said developers could use the agent service from development tools including GitHub and Visual Studio. The announcement also covered model choice and model-routing features in the broader Foundry product.",
      "url": "https://hypler.com/ai-news/microsoft-foundry-agent-service-ga-2025",
      "markdown": "https://hypler.com/ai-news/microsoft-foundry-agent-service-ga-2025.md"
    },
    {
      "path": "/ai-news/anthropic-claude-4-2025",
      "title": "Anthropic introduces Claude 4 | Hypler",
      "description": "Anthropic announced Claude Opus 4 and Claude Sonnet 4, highlighting coding, reasoning, agent workflows, extended thinking with tool use, and parallel tool calls. The release described product and API capabilities, but it did not remove the need for application-level tool permissions, review, and integration controls.",
      "url": "https://hypler.com/ai-news/anthropic-claude-4-2025",
      "markdown": "https://hypler.com/ai-news/anthropic-claude-4-2025.md"
    },
    {
      "path": "/ai-news/anthropic-agent-capabilities-api-2025",
      "title": "Anthropic adds code execution, MCP connector, Files API, and caching | Hypler",
      "description": "Anthropic announced four API capabilities for agents: a code-execution tool, an MCP connector, a Files API, and extended prompt caching. The release described hosted computation, remote-tool connections, persistent files, and longer context, each with its own access, data-lifecycle, availability, billing, adoption, and developer implementation considerations.",
      "url": "https://hypler.com/ai-news/anthropic-agent-capabilities-api-2025",
      "markdown": "https://hypler.com/ai-news/anthropic-agent-capabilities-api-2025.md"
    },
    {
      "path": "/ai-news/openai-codex-research-preview-2025",
      "title": "OpenAI introduces Codex as a cloud software-engineering agent | Hypler",
      "description": "OpenAI introduced Codex as a cloud-based software-engineering agent intended to work on tasks in parallel. The announcement described isolated cloud environments, repository task execution, and review-oriented workflows. It also emphasized that developers remain responsible for reviewing generated changes and deciding what to integrate into production.",
      "url": "https://hypler.com/ai-news/openai-codex-research-preview-2025",
      "markdown": "https://hypler.com/ai-news/openai-codex-research-preview-2025.md"
    },
    {
      "path": "/ai-news/anthropic-web-search-api-2025",
      "title": "Anthropic introduces web search on the API | Hypler",
      "description": "Anthropic introduced web search as an API tool for supported Claude models. The company said the tool can retrieve and analyze web results and return citations, giving developers a way to build applications using more current public information than a model training cutoff provides on its own.",
      "url": "https://hypler.com/ai-news/anthropic-web-search-api-2025",
      "markdown": "https://hypler.com/ai-news/anthropic-web-search-api-2025.md"
    },
    {
      "path": "/ai-news/aws-nova-premier-2025",
      "title": "AWS makes Amazon Nova Premier generally available | Hypler",
      "description": "AWS announced general availability of Amazon Nova Premier, a multimodal foundation model for long documents, video, large codebases, and multistep agentic workflows. The company also described it as a teacher model for Amazon Bedrock Model Distillation. AWS reported a one-million-token context window, selected benchmark results, and availability through cross-region inference in named U.S. regions.",
      "url": "https://hypler.com/ai-news/aws-nova-premier-2025",
      "markdown": "https://hypler.com/ai-news/aws-nova-premier-2025.md"
    },
    {
      "path": "/ai-news/docker-mcp-catalog-toolkit-2025",
      "title": "Docker announces an MCP Catalog and Toolkit | Hypler",
      "description": "Docker announced the Docker MCP Catalog and MCP Toolkit for discovering, launching, and managing Model Context Protocol servers. The company said the catalog would use Docker Hub distribution, publisher verification, versioned releases, and curated collections. It described the toolkit as providing one-click local startup, credential and OAuth management, a gateway server, and container isolation for MCP tools used with compatible AI clients.",
      "url": "https://hypler.com/ai-news/docker-mcp-catalog-toolkit-2025",
      "markdown": "https://hypler.com/ai-news/docker-mcp-catalog-toolkit-2025.md"
    },
    {
      "path": "/ai-news/openai-o3-o4-mini-2025",
      "title": "OpenAI introduces o3 and o4-mini | Hypler",
      "description": "OpenAI released o3 and o4-mini as reasoning models that could use ChatGPT tools including web search, file analysis, Python, and image generation. The announcement also described custom-tool access through function calling in the API and reported results from its evaluation and safety programs at launch.",
      "url": "https://hypler.com/ai-news/openai-o3-o4-mini-2025",
      "markdown": "https://hypler.com/ai-news/openai-o3-o4-mini-2025.md"
    },
    {
      "path": "/ai-news/openai-gpt-4-1-api-2025",
      "title": "OpenAI introduces GPT-4.1 in the API | Hypler",
      "description": "OpenAI released GPT-4.1, GPT-4.1 mini, and GPT-4.1 nano in the API, describing gains in coding, instruction following, and long-context use. The announcement specified a one-million-token context window for the series and differentiated API availability from ChatGPT products within stated service limits, pricing, and deployment conditions.",
      "url": "https://hypler.com/ai-news/openai-gpt-4-1-api-2025",
      "markdown": "https://hypler.com/ai-news/openai-gpt-4-1-api-2025.md"
    },
    {
      "path": "/ai-news/google-agent-development-kit-2025",
      "title": "Google announces the Agent Development Kit | Hypler",
      "description": "Google announced the Agent Development Kit, an open-source framework for building and evaluating multi-agent applications. The company described model flexibility, tool use, workflow composition, and Vertex AI deployment integration. Application security, evaluation quality, data handling, and operational ownership remain work for each implementing team directly.",
      "url": "https://hypler.com/ai-news/google-agent-development-kit-2025",
      "markdown": "https://hypler.com/ai-news/google-agent-development-kit-2025.md"
    },
    {
      "path": "/ai-news/google-agent2agent-protocol-2025",
      "title": "Google introduces the Agent2Agent protocol | Hypler",
      "description": "Google introduced Agent2Agent, an open protocol intended to help agents communicate, collaborate, and delegate work across frameworks. The announcement described interoperability patterns including capability discovery and task exchanges, while leaving authentication, authorization, trust policy, and risk acceptance to implementers and operators for each participating service.",
      "url": "https://hypler.com/ai-news/google-agent2agent-protocol-2025",
      "markdown": "https://hypler.com/ai-news/google-agent2agent-protocol-2025.md"
    },
    {
      "path": "/ai-news/omb-m-25-21-federal-ai-use-2025",
      "title": "OMB issues M-25-21 on federal AI use | Hypler",
      "description": "The U.S. Office of Management and Budget issued Memorandum M-25-21, \"Accelerating Federal Use of AI through Innovation, Governance, and Public Trust.\" The memorandum directs executive agencies to pursue AI adoption while maintaining safeguards for civil rights, civil liberties, and privacy. It rescinds and replaces M-24-10 and includes implementation requirements in an appendix for agency strategy, governance, risk management, and public transparency.",
      "url": "https://hypler.com/ai-news/omb-m-25-21-federal-ai-use-2025",
      "markdown": "https://hypler.com/ai-news/omb-m-25-21-federal-ai-use-2025.md"
    },
    {
      "path": "/ai-news/google-gemini-2-5-pro-2025",
      "title": "Google introduces Gemini 2.5 Pro Experimental | Hypler",
      "description": "Google introduced Gemini 2.5 Pro Experimental as its first Gemini 2.5 release, describing a thinking model with native multimodality, a one-million-token context window, and availability through Google AI Studio and the Gemini app. The announcement characterized the release as experimental and said Vertex AI availability would follow.",
      "url": "https://hypler.com/ai-news/google-gemini-2-5-pro-2025",
      "markdown": "https://hypler.com/ai-news/google-gemini-2-5-pro-2025.md"
    },
    {
      "path": "/ai-news/nist-adversarial-machine-learning-taxonomy-2025",
      "title": "NIST updates its adversarial machine learning taxonomy | Hypler",
      "description": "NIST published NIST AI 100-2e2025, an update to its voluntary taxonomy and terminology for adversarial machine-learning attacks and mitigations. The report covers predictive and generative AI systems, including evasion, poisoning, privacy, and misuse attacks. NIST said the document was developed with input from U.S. and U.K. AI security institutes, industry, and academia, and that it would be updated annually.",
      "url": "https://hypler.com/ai-news/nist-adversarial-machine-learning-taxonomy-2025",
      "markdown": "https://hypler.com/ai-news/nist-adversarial-machine-learning-taxonomy-2025.md"
    },
    {
      "path": "/ai-news/openai-audio-api-models-2025",
      "title": "OpenAI introduces next-generation audio models in the API | Hypler",
      "description": "OpenAI announced new speech-to-text and text-to-speech models in its API for voice-agent applications. The release described improvements to transcription, voice generation, and customization, and separated those models from later Realtime API availability updates. Product access, pricing, and terms remain specific to the stated release channels.",
      "url": "https://hypler.com/ai-news/openai-audio-api-models-2025",
      "markdown": "https://hypler.com/ai-news/openai-audio-api-models-2025.md"
    },
    {
      "path": "/ai-news/nvidia-blackwell-ultra-and-dynamo-2025",
      "title": "NVIDIA announces Blackwell Ultra and Dynamo inference software | Hypler",
      "description": "NVIDIA announced Blackwell Ultra, including the GB300 NVL72 and HGX B300 NVL16 systems, alongside NVIDIA Dynamo open-source inference software. The company framed the platform around training and test-time inference for reasoning, agentic, and physical-AI workloads. Its release also described Spectrum-X networking updates and reported generation-over-generation performance comparisons for selected large-language-model inference workloads.",
      "url": "https://hypler.com/ai-news/nvidia-blackwell-ultra-and-dynamo-2025",
      "markdown": "https://hypler.com/ai-news/nvidia-blackwell-ultra-and-dynamo-2025.md"
    },
    {
      "path": "/ai-news/nvidia-ai-data-platform-2025",
      "title": "NVIDIA introduces the AI Data Platform reference design | Hypler",
      "description": "NVIDIA announced the NVIDIA AI Data Platform, a reference design for storage providers building infrastructure for AI inference and data-query agents. The company said the design combined accelerated computing, networking, and NVIDIA AI Enterprise software, including NIM microservices and AI-Q blueprints. The announcement named certified storage providers and described an aim of helping agents retrieve and reason over enterprise data with lower latency.",
      "url": "https://hypler.com/ai-news/nvidia-ai-data-platform-2025",
      "markdown": "https://hypler.com/ai-news/nvidia-ai-data-platform-2025.md"
    },
    {
      "path": "/ai-news/google-gemma-3-2025",
      "title": "Google introduces Gemma 3 | Hypler",
      "description": "Google introduced Gemma 3, a family of open models based on Gemini 2.0 technology. The announcement described model sizes, multimodal capabilities for supported sizes, a 128K-token context window, function calling, and deployment options. It also described safety work and hardware-specific performance claims under the release's conditions.",
      "url": "https://hypler.com/ai-news/google-gemma-3-2025",
      "markdown": "https://hypler.com/ai-news/google-gemma-3-2025.md"
    },
    {
      "path": "/ai-news/openai-responses-api-agents-sdk-2025",
      "title": "OpenAI launches the Responses API and Agents SDK | Hypler",
      "description": "OpenAI introduced the Responses API, built-in web search, file search, and computer-use tools, plus an Agents SDK and tracing features. The company presented the API as a foundation for agent applications and described a future transition path from the Assistants API, with tool behavior and data boundaries remaining application design concerns.",
      "url": "https://hypler.com/ai-news/openai-responses-api-agents-sdk-2025",
      "markdown": "https://hypler.com/ai-news/openai-responses-api-agents-sdk-2025.md"
    },
    {
      "path": "/ai-news/anthropic-claude-3-7-sonnet-2025",
      "title": "Anthropic introduces Claude 3.7 Sonnet and Claude Code | Hypler",
      "description": "Anthropic announced Claude 3.7 Sonnet, describing a hybrid-reasoning model with controls for response time, and introduced Claude Code as a research preview for terminal-based engineering tasks. The announcement presented new capabilities, while access controls and human review remain application responsibilities under provider terms and stated preview limits.",
      "url": "https://hypler.com/ai-news/anthropic-claude-3-7-sonnet-2025",
      "markdown": "https://hypler.com/ai-news/anthropic-claude-3-7-sonnet-2025.md"
    },
    {
      "path": "/ai-news/anthropic-economic-index-2025",
      "title": "Anthropic launches the Economic Index | Hypler",
      "description": "Anthropic launched the Economic Index to publish aggregate analyses of how Claude is used across work tasks and occupations. The project used privacy-preserving analysis of usage data to study observed patterns.",
      "url": "https://hypler.com/ai-news/anthropic-economic-index-2025",
      "markdown": "https://hypler.com/ai-news/anthropic-economic-index-2025.md"
    },
    {
      "path": "/ai-news/github-copilot-agent-mode-2025",
      "title": "GitHub announces Copilot agent mode in VS Code preview | Hypler",
      "description": "GitHub announced agent mode for Copilot in Visual Studio Code as a preview. It described an assistant that can iterate across a codebase, propose edits, suggest terminal commands, and respond to command output. The release positioned developers as the reviewers and controllers of the resulting code changes.",
      "url": "https://hypler.com/ai-news/github-copilot-agent-mode-2025",
      "markdown": "https://hypler.com/ai-news/github-copilot-agent-mode-2025.md"
    },
    {
      "path": "/ai-news/openai-deep-research-2025",
      "title": "OpenAI introduces deep research | Hypler",
      "description": "OpenAI introduced deep research in ChatGPT as an agentic capability that searches, analyzes, and synthesizes multi-step research from online sources. The release described cited outputs and a browser-and-data-analysis workflow. It also acknowledged limitations, making source quality, query framing, and user verification material to any result.",
      "url": "https://hypler.com/ai-news/openai-deep-research-2025",
      "markdown": "https://hypler.com/ai-news/openai-deep-research-2025.md"
    },
    {
      "path": "/ai-news/openai-o3-mini-2025",
      "title": "OpenAI introduces o3-mini | Hypler",
      "description": "OpenAI introduced o3-mini as a small reasoning model for science, coding, and mathematics. The announcement described adjustable reasoning effort, function calling, Structured Outputs, and API availability, as well as a staged ChatGPT rollout. Benchmark results in the release remain vendor-reported measurements under stated evaluation conditions.",
      "url": "https://hypler.com/ai-news/openai-o3-mini-2025",
      "markdown": "https://hypler.com/ai-news/openai-o3-mini-2025.md"
    },
    {
      "path": "/ai-news/mistral-small-3-2025",
      "title": "Mistral releases Mistral Small 3 under Apache 2.0 | Hypler",
      "description": "Mistral announced Mistral Small 3, a 24B-parameter model released under Apache 2.0 and positioned for low-latency generative AI tasks. The announcement discussed local deployment suitability and comparative performance claims, which require workload-specific confirmation by adopters against the intended workload and safety policy in local deployment practice.",
      "url": "https://hypler.com/ai-news/mistral-small-3-2025",
      "markdown": "https://hypler.com/ai-news/mistral-small-3-2025.md"
    },
    {
      "path": "/ai-news/anthropic-api-citations-2025",
      "title": "Anthropic introduces Citations on the Claude API | Hypler",
      "description": "Anthropic announced a Citations feature for the Claude API, designed to associate answers with source passages from supplied documents. The feature supports source-aware interfaces, while document selection, extraction quality, and presentation context still require application-level validation and must not be mistaken for factual proof by users.",
      "url": "https://hypler.com/ai-news/anthropic-api-citations-2025",
      "markdown": "https://hypler.com/ai-news/anthropic-api-citations-2025.md"
    },
    {
      "path": "/ai-news/openai-operator-2025",
      "title": "OpenAI introduces Operator | Hypler",
      "description": "OpenAI introduced Operator as a research-preview agent that uses a browser to complete tasks through web interfaces. The announcement described its Computer-Using Agent model, user takeover for sensitive inputs, confirmations before significant actions, and limitations. It was initially available to Pro users in the United States.",
      "url": "https://hypler.com/ai-news/openai-operator-2025",
      "markdown": "https://hypler.com/ai-news/openai-operator-2025.md"
    },
    {
      "path": "/ai-news/openai-sora-2024",
      "title": "OpenAI releases Sora | Hypler",
      "description": "OpenAI released Sora, a video-generation product, to certain ChatGPT users. The announcement described creating video from text, image, and video inputs, plus built-in safety measures and provenance tooling. It specified a staged availability model rather than a claim that all video generation use cases were supported or safe.",
      "url": "https://hypler.com/ai-news/openai-sora-2024",
      "markdown": "https://hypler.com/ai-news/openai-sora-2024.md"
    },
    {
      "path": "/ai-news/aws-bedrock-multimodal-knowledge-bases-2024",
      "title": "AWS adds multimodal data processing to Bedrock Knowledge Bases | Hypler",
      "description": "AWS announced that Bedrock Knowledge Bases could process text and visual content such as images, charts, diagrams, and tables. The release described extraction, embeddings, vector storage, and source attribution, with distinct availability statements for preview and foundation-model parsing options that teams need to check before use.",
      "url": "https://hypler.com/ai-news/aws-bedrock-multimodal-knowledge-bases-2024",
      "markdown": "https://hypler.com/ai-news/aws-bedrock-multimodal-knowledge-bases-2024.md"
    },
    {
      "path": "/ai-news/amazon-nova-bedrock-2024",
      "title": "AWS announces Amazon Nova models in Bedrock | Hypler",
      "description": "AWS announced Amazon Nova Micro, Lite, Pro, Canvas, and Reel in Amazon Bedrock. The release positioned the portfolio across text, multimodal, image, and video tasks, and described region-specific access, tuning options, watermarking, content-moderation features, and supported account configuration boundaries across its named product and deployment categories.",
      "url": "https://hypler.com/ai-news/amazon-nova-bedrock-2024",
      "markdown": "https://hypler.com/ai-news/amazon-nova-bedrock-2024.md"
    },
    {
      "path": "/ai-news/anthropic-model-context-protocol-2024",
      "title": "Anthropic introduces the Model Context Protocol | Hypler",
      "description": "Anthropic introduced the Model Context Protocol as an open protocol for connecting AI applications to external systems such as data sources, tools, and workflows. The launch included reference implementations and developer tooling. Protocol adoption itself does not confer trust on a server, a tool, or an authorization decision.",
      "url": "https://hypler.com/ai-news/anthropic-model-context-protocol-2024",
      "markdown": "https://hypler.com/ai-news/anthropic-model-context-protocol-2024.md"
    },
    {
      "path": "/ai-news/openai-chatgpt-search-2024",
      "title": "OpenAI introduces ChatGPT search | Hypler",
      "description": "OpenAI introduced ChatGPT search, a product feature intended to provide timely web answers with links to relevant sources. The announcement described availability for certain account types and its use of search providers. Search-linked answers remain dependent on source selection, page changes, and the user's review of cited material.",
      "url": "https://hypler.com/ai-news/openai-chatgpt-search-2024",
      "markdown": "https://hypler.com/ai-news/openai-chatgpt-search-2024.md"
    },
    {
      "path": "/ai-news/anthropic-computer-use-2024",
      "title": "Anthropic introduces computer use with Claude | Hypler",
      "description": "Anthropic announced computer use in beta alongside updated Claude 3.5 Sonnet and Claude 3.5 Haiku. The feature lets models interpret screenshots and interact with software through tool actions. The announcement described safeguards and limitations for the early release rather than an unrestricted automation capability in practice.",
      "url": "https://hypler.com/ai-news/anthropic-computer-use-2024",
      "markdown": "https://hypler.com/ai-news/anthropic-computer-use-2024.md"
    },
    {
      "path": "/ai-news/openai-realtime-api-2024",
      "title": "OpenAI introduces the Realtime API | Hypler",
      "description": "OpenAI introduced a public beta Realtime API for low-latency speech-to-speech applications. The release described streaming audio over WebRTC and WebSocket connections, realtime function calling, and a preview model. It also documented an initial developer path rather than a blanket readiness claim for every voice workflow.",
      "url": "https://hypler.com/ai-news/openai-realtime-api-2024",
      "markdown": "https://hypler.com/ai-news/openai-realtime-api-2024.md"
    },
    {
      "path": "/ai-news/anthropic-contextual-retrieval-2024",
      "title": "Anthropic publishes Contextual Retrieval guidance | Hypler",
      "description": "Anthropic published an engineering discussion of Contextual Retrieval, a retrieval-augmented generation approach that adds context to chunks before embedding and indexing them. The post compared retrieval strategies on its cited benchmark and discussed combining contextual embeddings with reranking, while noting accuracy remains dependent on corpus and evaluation design.",
      "url": "https://hypler.com/ai-news/anthropic-contextual-retrieval-2024",
      "markdown": "https://hypler.com/ai-news/anthropic-contextual-retrieval-2024.md"
    },
    {
      "path": "/ai-news/openai-o1-preview-2024",
      "title": "OpenAI releases the o1 reasoning-model preview | Hypler",
      "description": "OpenAI released o1-preview and o1-mini in ChatGPT and the API, describing models trained to spend more time reasoning through difficult tasks. The announcement included benchmark claims and preview constraints, emphasizing that the series would receive regular updates and access patterns for user workloads and providers.",
      "url": "https://hypler.com/ai-news/openai-o1-preview-2024",
      "markdown": "https://hypler.com/ai-news/openai-o1-preview-2024.md"
    },
    {
      "path": "/ai-news/anthropic-prompt-caching-2024",
      "title": "Anthropic introduces prompt caching | Hypler",
      "description": "Anthropic introduced prompt caching for the Claude API, describing reuse of stable prompt prefixes to reduce cost and latency on repeated long-context requests. The announcement defined cache creation and read pricing and a time-to-live policy, making cache lifecycle and changing-context behavior engineering concerns rather than invisible implementation details.",
      "url": "https://hypler.com/ai-news/anthropic-prompt-caching-2024",
      "markdown": "https://hypler.com/ai-news/anthropic-prompt-caching-2024.md"
    },
    {
      "path": "/ai-news/openai-structured-outputs-2024",
      "title": "OpenAI introduces Structured Outputs in the API | Hypler",
      "description": "OpenAI introduced Structured Outputs, allowing developers to supply JSON Schema constraints for model responses and function-call arguments. The announcement described support in the Chat Completions API and positioned strict schema adherence as a way to reduce parsing failures, while application validation and business rules remain necessary.",
      "url": "https://hypler.com/ai-news/openai-structured-outputs-2024",
      "markdown": "https://hypler.com/ai-news/openai-structured-outputs-2024.md"
    },
    {
      "path": "/ai-news/eu-ai-act-enters-into-force-2024",
      "title": "European AI Act enters into force | Hypler",
      "description": "The European Commission announced that the EU AI Act entered into force. The regulation uses a risk-based approach and creates obligations on different timelines, including transparency, governance, and general-purpose AI provisions.",
      "url": "https://hypler.com/ai-news/eu-ai-act-enters-into-force-2024",
      "markdown": "https://hypler.com/ai-news/eu-ai-act-enters-into-force-2024.md"
    },
    {
      "path": "/ai-news/aws-bedrock-fedramp-high-2024",
      "title": "AWS announces FedRAMP High authorization for Amazon Bedrock | Hypler",
      "description": "AWS announced that Amazon Bedrock was FedRAMP High authorized in the AWS GovCloud (US-West) Region. The release described managed-model access for covered public-sector customers, while authorization scope, region, account configuration, workload data classification, and application controls remain separate verification matters for every proposed workload individually.",
      "url": "https://hypler.com/ai-news/aws-bedrock-fedramp-high-2024",
      "markdown": "https://hypler.com/ai-news/aws-bedrock-fedramp-high-2024.md"
    },
    {
      "path": "/ai-news/nist-ai-rmf-generative-ai-profile-2024",
      "title": "NIST publishes the AI RMF Generative AI Profile | Hypler",
      "description": "NIST published AI 600-1, a voluntary companion profile for applying its AI Risk Management Framework to generative AI. It describes risks and suggested actions across the AI lifecycle, organized around the framework's Govern, Map, Measure, and Manage functions rather than prescribing one implementation for organizations.",
      "url": "https://hypler.com/ai-news/nist-ai-rmf-generative-ai-profile-2024",
      "markdown": "https://hypler.com/ai-news/nist-ai-rmf-generative-ai-profile-2024.md"
    },
    {
      "path": "/ai-news/nist-dioptra-ai-evaluation-2024",
      "title": "NIST publishes Dioptra testing platform work with AI risk guidance | Hypler",
      "description": "NIST's July 2024 release package included Dioptra, open-source software for testing how attacks can degrade AI-system performance. NIST presented it alongside guidance and drafts for AI evaluation and risk mitigation.",
      "url": "https://hypler.com/ai-news/nist-dioptra-ai-evaluation-2024",
      "markdown": "https://hypler.com/ai-news/nist-dioptra-ai-evaluation-2024.md"
    },
    {
      "path": "/ai-news/mistral-large-2-2024",
      "title": "Mistral announces Mistral Large 2 | Hypler",
      "description": "Mistral announced Mistral Large 2, describing improvements in code, reasoning, multilingual work, function calling, and long-context tasks. The company said it was available through its platform and partners, with deployment, pricing, regional availability, contractual service terms, and product feature availability determined by the chosen service.",
      "url": "https://hypler.com/ai-news/mistral-large-2-2024",
      "markdown": "https://hypler.com/ai-news/mistral-large-2-2024.md"
    },
    {
      "path": "/ai-news/meta-llama-3-1-2024",
      "title": "Meta releases Llama 3.1 including a 405B model | Hypler",
      "description": "Meta announced Llama 3.1 models at 8B, 70B, and 405B parameters, describing multilingual support, a 128K context window, and reference materials for agent systems. The models broadened open-weight options, but hosting and inference requirements vary substantially by size, deployment target, and operational environment chosen by operators.",
      "url": "https://hypler.com/ai-news/meta-llama-3-1-2024",
      "markdown": "https://hypler.com/ai-news/meta-llama-3-1-2024.md"
    },
    {
      "path": "/ai-news/openai-gpt-4o-mini-2024",
      "title": "OpenAI introduces GPT-4o mini | Hypler",
      "description": "OpenAI introduced GPT-4o mini as a smaller model positioned for lower-cost, lower-latency workloads. The announcement described text and vision input support, function calling, structured-output support, and an initial text-output release, with benchmark comparisons for the model.",
      "url": "https://hypler.com/ai-news/openai-gpt-4o-mini-2024",
      "markdown": "https://hypler.com/ai-news/openai-gpt-4o-mini-2024.md"
    },
    {
      "path": "/ai-news/aws-bedrock-guardrails-grounding-2024",
      "title": "AWS adds contextual grounding checks to Bedrock Guardrails | Hypler",
      "description": "AWS announced contextual grounding checks and an ApplyGuardrail API for Amazon Bedrock Guardrails. The feature was described as a way to assess grounding and relevance for RAG and conversational applications, including use with custom and third-party foundation models, rather than a guarantee that an answer is true.",
      "url": "https://hypler.com/ai-news/aws-bedrock-guardrails-grounding-2024",
      "markdown": "https://hypler.com/ai-news/aws-bedrock-guardrails-grounding-2024.md"
    },
    {
      "path": "/ai-news/anthropic-claude-3-5-sonnet-2024",
      "title": "Anthropic introduces Claude 3.5 Sonnet | Hypler",
      "description": "Anthropic introduced Claude 3.5 Sonnet, describing improvements over Claude 3 Opus on selected benchmarks and an Artifacts workspace for users. The announcement listed API and product availability and positioned the release within the Claude 3.5 family.",
      "url": "https://hypler.com/ai-news/anthropic-claude-3-5-sonnet-2024",
      "markdown": "https://hypler.com/ai-news/anthropic-claude-3-5-sonnet-2024.md"
    },
    {
      "path": "/ai-news/google-gemini-1-5-flash-2024",
      "title": "Google announces Gemini 1.5 Flash and agent research updates | Hypler",
      "description": "Google announced Gemini 1.5 Flash as a lighter model for speed and efficiency, along with Gemini API updates, Gemma 2, and Project Astra research. The announcement highlighted long-context and multimodal work, but product availability, service limits, and terms were specified separately by Google for customers.",
      "url": "https://hypler.com/ai-news/google-gemini-1-5-flash-2024",
      "markdown": "https://hypler.com/ai-news/google-gemini-1-5-flash-2024.md"
    },
    {
      "path": "/ai-news/openai-gpt-4o-2024",
      "title": "OpenAI introduces GPT-4o | Hypler",
      "description": "OpenAI introduced GPT-4o as a model family designed to accept and generate across text, vision, and audio modalities. The announcement described rollout across ChatGPT and the API, with model capability and availability varying by product surface, release stage, and separately supported user and developer channels.",
      "url": "https://hypler.com/ai-news/openai-gpt-4o-2024",
      "markdown": "https://hypler.com/ai-news/openai-gpt-4o-2024.md"
    },
    {
      "path": "/ai-news/aws-titan-text-premier-bedrock-2024",
      "title": "AWS makes Amazon Titan Text Premier generally available in Bedrock | Hypler",
      "description": "AWS announced general availability of Amazon Titan Text Premier in Bedrock, describing optimizations for retrieval-augmented generation, knowledge bases, function calling, and agents. The managed service provides serverless access in stated regions, rather than a portable deployment guarantee across environments, regions, account configurations, or customers today.",
      "url": "https://hypler.com/ai-news/aws-titan-text-premier-bedrock-2024",
      "markdown": "https://hypler.com/ai-news/aws-titan-text-premier-bedrock-2024.md"
    },
    {
      "path": "/ai-news/meta-llama-3-2024",
      "title": "Meta releases Llama 3 open models and safety tools | Hypler",
      "description": "Meta released Llama 3 8B and 70B pretrained and instruction-tuned models, alongside Llama Guard 2, Code Shield, and CyberSec Eval 2 resources. The post described an open ecosystem strategy and availability through multiple platforms, subject to the model license, platform terms, and infrastructure requirements internally.",
      "url": "https://hypler.com/ai-news/meta-llama-3-2024",
      "markdown": "https://hypler.com/ai-news/meta-llama-3-2024.md"
    },
    {
      "path": "/ai-news/omb-ai-governance-agency-use-2024",
      "title": "OMB issues federal agency AI governance and risk-management guidance | Hypler",
      "description": "OMB Memorandum M-24-10 directed U.S. federal agencies to establish AI governance, manage risks, publish inventories, and apply safeguards for safety-impacting and rights-impacting uses. It is binding guidance for covered federal agencies, with controls, timelines, accountability, and reporting mechanisms that differ from private-sector practice for covered uses.",
      "url": "https://hypler.com/ai-news/omb-ai-governance-agency-use-2024",
      "markdown": "https://hypler.com/ai-news/omb-ai-governance-agency-use-2024.md"
    },
    {
      "path": "/ai-news/anthropic-claude-3-family-2024",
      "title": "Anthropic introduces the Claude 3 model family | Hypler",
      "description": "Anthropic announced Claude 3 Opus, Sonnet, and Haiku, positioning the three models at different capability, speed, and cost points. The release described benchmark results, vision capabilities, and API availability, while model selection and production behavior remain workload-specific under explicitly stated provider terms and rate limits.",
      "url": "https://hypler.com/ai-news/anthropic-claude-3-family-2024",
      "markdown": "https://hypler.com/ai-news/anthropic-claude-3-family-2024.md"
    },
    {
      "path": "/ai-news/nist-ai-rmf-1-0-2023",
      "title": "NIST releases AI Risk Management Framework 1.0 | Hypler",
      "description": "NIST released AI RMF 1.0 as a voluntary framework for managing risks in the design, development, deployment, and use of AI systems. Its core organizes work around Govern, Map, Measure, and Manage, offering a common vocabulary and process structure rather than a mandatory compliance regime.",
      "url": "https://hypler.com/ai-news/nist-ai-rmf-1-0-2023",
      "markdown": "https://hypler.com/ai-news/nist-ai-rmf-1-0-2023.md"
    },
    {
      "path": "/integrations",
      "title": "SI tools and integration boundaries | Hypler",
      "description": "The tools in our engineering workflow, the interfaces we can design around, and the evidence needed before calling an integration compatible.",
      "url": "https://hypler.com/integrations",
      "markdown": "https://hypler.com/integrations.md"
    },
    {
      "path": "/repositories",
      "title": "Repositories, source, and release evidence | Hypler",
      "description": "Public source where it is available, product evidence where it is not, and the engineering checks that connect a repository to a useful release.",
      "url": "https://hypler.com/repositories",
      "markdown": "https://hypler.com/repositories.md"
    },
    {
      "path": "/super-intelligence",
      "title": "Super Intelligence: Hypler's Engineering Direction | Hypler",
      "description": "Hypler is moving from AI-first language to Super Intelligence (SI): software engineering for increasingly capable models, connected systems and accountable execution. AI remains the earlier term in our archive and a search alias for this work.",
      "url": "https://hypler.com/super-intelligence",
      "markdown": "https://hypler.com/super-intelligence.md"
    },
    {
      "path": "/vusl",
      "title": "VUSL: A Shared Language Across Platforms | Hypler",
      "description": "VUSL is a shared language for describing capabilities, observations and relationships across software platforms while preserving each system’s meaning and origin.",
      "url": "https://hypler.com/vusl",
      "markdown": "https://hypler.com/vusl.md"
    }
  ]
}