console/assets/A11oyCode-DBiUj-hf.js

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scored`},{title:`iOS App Intents`,desc:`Build and debug iOS App Intents integrations — governed by proof chain on every intent registered`,category:`iOS`,team:`Engineering`,taskType:`Code`,governed:`Intent registry changes require approval gate, logged to proof chain`},{title:`Deploy with Proof`,desc:`Build or update a web app, deploy a preview, get a live URL — every deployment proof-chained`,category:`Integrations`,team:`Engineering`,taskType:`Workflow`,governed:`Deployment requires policy gate clearance, rollback evidence preserved`},{title:`Forecast-Driven Refactor`,desc:`Remove dead code and modernize legacy patterns — predict regression risk before execution`,category:`Engineering`,team:`Engineering`,taskType:`Code`,governed:`Refactor changes carry diff attribution, forecast accuracy tracked in Outcome Graph`},{title:`Governed Code Migration`,desc:`Migrate legacy stacks in controlled checkpoints with rollback evidence`,category:`Engineering`,team:`Engineering`,taskType:`Code`,governed:`Each migration step is a proof-chain checkpoint — reversible, auditable`},{title:`Figma to Governed Code`,desc:`Turn Figma selections into polished UI with brand compliance verification`,category:`Front-end`,team:`Design`,taskType:`Design`,governed:`Design tokens enforced, accessibility checked, component registry updated`},{title:`Slack to Workcell`,desc:`Turn Slack threads into scoped governed tasks — forecast completion time and risk`,category:`Integrations`,team:`Operations`,taskType:`Workflow`,governed:`Task origin recorded, assignee tracked, outcome fed back to calibrate estimates`},{title:`Cognitive Data Analysis`,desc:`Turn messy data into clear analysis — forecast trends and anomalies automatically`,category:`Data`,team:`Product`,taskType:`Analysis`,governed:`Data lineage tracked, model selection recorded, confidence intervals attributed`},{title:`Managed Inbox`,desc:`Find emails that matter, draft replies in your voice — governed prioritization`,category:`Automation`,team:`Operations`,taskType:`Workflow`,governed:`PII filtered, sentiment scored, priority model attributed`},{title:`QA with Computer Use`,desc:`Click through real product flows and log what breaks — governed evidence collection`,category:`Automation`,team:`QA`,taskType:`Testing`,governed:`Every click recorded with screenshot proof, failure classification attributed`},{title:`Governed Slide Decks`,desc:`Generate presentation decks from data with brand compliance and governed image generation`,category:`Data`,team:`Product`,taskType:`Workflow`,governed:`Brand tokens enforced, data sources attributed, image provenance recorded`},{title:`Build Native macOS`,desc:`Scaffold, build, and debug native Mac apps with SwiftUI — governed by proof chain`,category:`macOS`,team:`Engineering`,taskType:`Code`,governed:`Build artifacts recorded, entitlement changes require approval gate`},{title:`Onboarding Orchestration`,desc:`Prepare onboarding trackers, team summaries, welcome-space drafts — forecast ramp time`,category:`Integrations`,team:`Operations`,taskType:`Workflow`,governed:`New-hire data PII-filtered, access provisioning proof-chained`},{title:`Skills as Governed Workflows`,desc:`Create reusable skills with proof-chain attribution — every skill execution logged`,category:`Engineering`,team:`Engineering`,taskType:`Workflow`,governed:`Skill registry versioned, execution traces immutable, outcome tracked`},{title:`Proactive Teammate`,desc:`Give a11oy a durable view of your work — it notices what changed and forecasts what needs attention`,category:`Automation`,team:`Engineering`,taskType:`Workflow`,governed:`Observation scope governed by policy, suggestions carry confidence scores`},{title:`Feedback Synthesis`,desc:`Synthesize feedback from multiple sources into actionable artifacts with sentiment forecasting`,category:`Data`,team:`Product`,taskType:`Analysis`,governed:`Source attribution preserved, sentiment model recorded, actions proof-chained`},{title:`Browser-Based Games`,desc:`Define a game plan and let a11oy build and test it in a live browser — governed iteration`,category:`Engineering`,team:`Engineering`,taskType:`Code`,governed:`Build artifacts recorded, playtest evidence captured, iteration history preserved`},{title:`Iterative Problem Solving`,desc:`Use a11oy as a scored improvement loop — forecast solution quality before execution`,category:`Engineering`,team:`Engineering`,taskType:`Analysis`,governed:`Each iteration scored, approach attribution recorded, convergence tracked`},{title:`Clean Messy Data`,desc:`Process tabular data without affecting originals — governed data transformation`,category:`Data`,team:`Operations`,taskType:`Workflow`,governed:`Original data preserved, transformation lineage recorded, PII auto-filtered`},{title:`Learn New Concepts`,desc:`Turn dense source material into clear, reviewable learning reports with knowledge mapping`,category:`Knowledge`,team:`Product`,taskType:`Analysis`,governed:`Source attribution preserved, comprehension model attributed, knowledge graph updated`},{title:`Granular UI Iteration`,desc:`Fast, focused UI iteration in existing apps — governed by brand compliance checks`,category:`Front-end`,team:`Design`,taskType:`Design`,governed:`Each change carries diff proof, design token compliance verified, before/after captured`},{title:`Query Any Data`,desc:`Ask questions about CSVs, spreadsheets, exports — governed data access with PII filtering`,category:`Data`,team:`Operations`,taskType:`Analysis`,governed:`Query scope governed by policy, PII auto-redacted, data lineage tracked`},{title:`Agent-Friendly CLIs`,desc:`Give a11oy composable commands for APIs, log sources, exports — governed tool registry`,category:`Engineering`,team:`Engineering`,taskType:`Code`,governed:`CLI registration proof-chained, execution logged, permissions governed by policy`},{title:`SwiftUI View Refactor`,desc:`Split oversized SwiftUI screens into small subviews — governed by proof chain on every change`,category:`iOS`,team:`Engineering`,taskType:`Code`,governed:`Behavioral equivalence verified, compilation proof recorded, test coverage tracked`},{title:`Complete Tasks from Messages`,desc:`Turn message threads into completed work across apps — governed multi-tool orchestration`,category:`Knowledge`,team:`Operations`,taskType:`Workflow`,governed:`Message source attributed, tool calls proof-chained, outcome recorded`},{title:`Mac Telemetry`,desc:`Instrument macOS features with Logger — governed telemetry with privacy compliance`,category:`macOS`,team:`Engineering`,taskType:`Code`,governed:`Telemetry scope governed by privacy policy, PII auto-filtered, data retention enforced`},{title:`Liquid Glass Adoption`,desc:`Migrate SwiftUI apps to Liquid Glass with governed design compliance`,category:`iOS`,team:`Design`,taskType:`Design`,governed:`Design migration tracked, HIG compliance verified, visual regression tested`},{title:`Cognitive Security Audit`,desc:`SAST/DAST with remediation plans — forecast vulnerability risk from codebase patterns`,category:`Engineering`,team:`QA`,taskType:`Testing`,governed:`Vulnerability classification attributed, remediation proof-chained, risk score calibrated`},{title:`Multi-Vertical Intelligence`,desc:`Maritime ETA, legal risk, real estate valuation, defense threat — all from one platform`,category:`Data`,team:`Operations`,taskType:`Analysis`,governed:`Vertical-specific models attributed, cross-domain signals correlated, outcomes tracked`},{title:`Governed Image Generation`,desc:`Generate or edit images with full provenance — model, prompt, parameters all recorded`,category:`Front-end`,team:`Design`,taskType:`Design`,governed:`Image provenance immutable, content policy gates enforced, usage rights tracked`},{title:`Sovereign Replay`,desc:`Replay any coding session with full proof — every keystroke, model call, and decision`,category:`Engineering`,team:`Engineering`,taskType:`Analysis`,governed:`Session replay is tamper-resistant, cryptographically verifiable, queryable by any dimension`},{title:`Android Development`,desc:`Build, debug, and ship Android apps with Kotlin and Jetpack Compose — governed build pipeline`,category:`Engineering`,team:`Engineering`,taskType:`Code`,governed:`APK signing governed by policy gate, build artifacts proof-chained, Play Store submission tracked`},{title:`React Native Cross-Platform`,desc:`Ship to iOS and Android from one codebase with governed CI/CD and platform-specific testing`,category:`Front-end`,team:`Engineering`,taskType:`Code`,governed:`Platform parity verified, native bridge calls audited, build matrix proof-chained`},{title:`Backend API Scaffolding`,desc:`Generate REST/GraphQL APIs from schema definitions with governed endpoint registration`,category:`Engineering`,team:`Engineering`,taskType:`Code`,governed:`API contracts versioned, breaking changes blocked by governance gate, usage tracked`},{title:`Database Migration`,desc:`Generate and apply schema migrations with rollback evidence and data integrity verification`,category:`Data`,team:`Engineering`,taskType:`Code`,governed:`Every migration is reversible, data loss risk forecasted, rollback tested before apply`},{title:`Documentation Generation`,desc:`Generate API docs, architecture docs, and onboarding guides from live code — governed freshness`,category:`Knowledge`,team:`Engineering`,taskType:`Workflow`,governed:`Doc freshness tracked against source, stale docs flagged, attribution to code changes preserved`},{title:`Test Suite Authoring`,desc:`Generate unit, integration, and e2e tests from code analysis — forecast coverage gaps`,category:`Engineering`,team:`QA`,taskType:`Testing`,governed:`Coverage metrics attributed, test quality scored, flaky test detection proof-chained`},{title:`Performance Optimization`,desc:`Profile, diagnose, and fix performance bottlenecks — forecast latency improvements before deploy`,category:`Engineering`,team:`Engineering`,taskType:`Analysis`,governed:`Before/after benchmarks proof-chained, optimization approach attributed, regression alerts set`},{title:`CI/CD Pipeline Setup`,desc:`Configure build, test, and deploy pipelines with governed approval gates and rollback automation`,category:`Integrations`,team:`Engineering`,taskType:`Workflow`,governed:`Pipeline config versioned, deployment gates enforced, rollback triggers automated`},{title:`Monitoring & Alerting`,desc:`Set up observability dashboards, alerts, and SLO tracking — governed incident response`,category:`Integrations`,team:`Operations`,taskType:`Workflow`,governed:`Alert thresholds governed by policy, incident attribution tracked, resolution proof-chained`},{title:`Accessibility Audit`,desc:`Scan and fix WCAG compliance issues across web and mobile — forecast remediation effort`,category:`Front-end`,team:`QA`,taskType:`Testing`,governed:`A11y violations attributed to components, fix priority forecasted, compliance certified`},{title:`Worktree Parallel Development`,desc:`Run multiple governed coding sessions in isolated git worktrees — merge with proof chain`,category:`Engineering`,team:`Engineering`,taskType:`Workflow`,governed:`Each worktree carries independent proof chain, merge conflicts governed, branch policy enforced`},{title:`Scheduled Automations`,desc:`Schedule recurring tasks — nightly builds, weekly reports, daily health checks — governed execution`,category:`Automation`,team:`Operations`,taskType:`Workflow`,governed:`Automation schedule versioned, execution results proof-chained, failures escalated by policy`},{title:`In-Browser Visual QA`,desc:`Render pages in governed browser, leave visual comments, capture regression evidence`,category:`Front-end`,team:`QA`,taskType:`Testing`,governed:`Visual snapshots proof-chained, pixel diff thresholds governed, approval gates on visual changes`},{title:`Thread-Based Development`,desc:`Work in parallel cloud threads — each thread an isolated governed session with full replay`,category:`Engineering`,team:`Engineering`,taskType:`Workflow`,governed:`Each thread carries sovereign replay, proof chain isolated, thread merge governed by policy`}],s=[{name:`Chronicle`,icon:`📜`,desc:`Persistent narrative memory — a11oy remembers every project, every decision, every conversation. Not a flat log — a structured knowledge graph that evolves.`,examples:[`Project architecture decisions and their rationale`,`Team preferences and coding standards learned over time`,`Past bug patterns and their resolutions`,`Cross-session context that persists indefinitely`],retention:`Permanent`,scope:`Organization-wide`},{name:`Working Memory`,icon:`🧠`,desc:`Active session context — files open, recent changes, current task state. Fast, volatile, optimized for immediate reasoning.`,examples:[`Current file tree and recent edits`,`Active branch and uncommitted changes`,`In-progress reasoning chains`,`Tool call results from this session`],retention:`Session`,scope:`Agent instance`},{name:`Episodic Memory`,icon:`🎞️`,desc:`Replayable event sequences — sovereign replay of past sessions with full proof chain. Every action recoverable.`,examples:[`Complete session replays with proof chain`,`Decision trees with branch points`,`Outcome-linked episodes for learning`,`Failure sequences for debugging`],retention:`90 days`,scope:`Project`},{name:`Semantic Memory`,icon:`🔗`,desc:`Embedded knowledge — codebase understanding, API patterns, domain expertise. Vector-indexed for fast retrieval.`,examples:[`Codebase architecture and dependency graphs`,`API contract knowledge across services`,`Domain-specific terminology and rules`,`Cross-project pattern recognition`],retention:`Permanent`,scope:`Vertical`},{name:`Procedural Memory`,icon:`⚙️`,desc:`Learned workflows — skills, automations, and repeatable patterns. Compiled from experience, version-controlled.`,examples:[`Custom deployment pipelines`,`Team-specific code review patterns`,`Vertical-specific analysis workflows`,`Compiled prompt optimization chains`],retention:`Permanent`,scope:`Skill Library`}],c=[{icon:`📈`,name:`Code Quality Forecasting`,desc:`Predict bug density, regression risk, and technical debt accumulation before code is merged`,signals:[`Historical commit patterns`,`Test coverage trends`,`Code complexity metrics`,`Developer velocity curves`],accuracy:`94.2%`,horizon:`14 days`},{icon:`⏱️`,name:`Delivery Forecasting`,desc:`Forecast sprint completion, feature delivery dates, and engineering capacity from real signals`,signals:[`PR merge velocity`,`Issue resolution patterns`,`Code review turnaround`,`Dependency resolution times`],accuracy:`91.7%`,horizon:`30 days`},{icon:`🔒`,name:`Security Risk Forecasting`,desc:`Predict vulnerability emergence from dependency patterns, code changes, and threat intelligence`,signals:[`CVE publication trends`,`Dependency update frequency`,`Code surface area changes`,`Threat intelligence feeds`],accuracy:`89.3%`,horizon:`21 days`},{icon:`💰`,name:`Cost Forecasting`,desc:`Forecast infrastructure costs, model inference spend, and resource utilization from usage patterns`,signals:[`API call volume trends`,`Compute utilization curves`,`Storage growth patterns`,`Model token consumption`],accuracy:`96.1%`,horizon:`60 days`},{icon:`🚢`,name:`Maritime ETA Forecasting`,desc:`Predict vessel arrival times from weather, port congestion, route optimization, and historical patterns`,signals:[`AIS position data`,`Weather forecast APIs`,`Port congestion indices`,`Historical voyage patterns`],accuracy:`97.3%`,horizon:`7 days`},{icon:`⚖️`,name:`Legal Outcome Forecasting`,desc:`Predict case outcomes, settlement ranges, and regulatory risk from precedent analysis`,signals:[`Case law patterns`,`Judge ruling tendencies`,`Regulatory change signals`,`Settlement trend analysis`],accuracy:`87.6%`,horizon:`90 days`},{icon:`🏢`,name:`Real Estate Valuation Forecasting`,desc:`Predict property valuations, market shifts, and investment returns from multi-source signals`,signals:[`Comparable sales data`,`Macro economic indicators`,`Climate risk projections`,`Development pipeline analysis`],accuracy:`92.4%`,horizon:`180 days`},{icon:`🛡️`,name:`Threat Forecasting`,desc:`Predict threat actor behavior, attack vector emergence, and vulnerability exploitation timelines`,signals:[`Dark web intelligence`,`Exploit publication patterns`,`Geopolitical tension indices`,`Infrastructure exposure scans`],accuracy:`85.8%`,horizon:`14 days`}],l=[{title:`Chain-of-Thought Monitoring`,origin:`OpenAI — CoT Control, Monitoring Monitorability`,desc:`Monitoring reasoning chains for misalignment — detecting when agents exploit loopholes or hide intent`,a11oyEvolution:`a11oy records every reasoning chain in the Proof Chain. CoT monitoring runs on every agent session. Reasoning that fails policy gates is flagged and quarantined — not just monitored, governed.`,date:`Mar 2026`,category:`Safety`},{title:`Privacy Filter`,origin:`OpenAI — OpenAI Privacy Filter`,desc:`Open-weight model for detecting and redacting PII in text with high accuracy`,a11oyEvolution:`a11oy runs PII filtering on every data pipeline, every agent input, every memory write. Not optional — built into the governance layer. Redaction decisions are proof-chained.`,date:`Apr 2026`,category:`Safety`},{title:`Instruction Hierarchy`,origin:`OpenAI — IH-Challenge`,desc:`Training models to prioritize trusted instructions, improving safety steerability and prompt injection resistance`,a11oyEvolution:`a11oy Covenant Policy Engine enforces instruction hierarchy at the platform layer. System instructions from governance policies always override user prompts. Priority is auditable.`,date:`Mar 2026`,category:`Safety`},{title:`Model Spec`,origin:`OpenAI — Model Spec framework`,desc:`Public framework for model behavior, balancing safety, user freedom, and accountability`,a11oyEvolution:`a11oy Covenant Spec — every model in the router has a behavioral specification. Not just a document — enforced at runtime by policy gates. Deviations are proof-chained.`,date:`Mar 2026`,category:`Governance`},{title:`Agentic Coding`,origin:`OpenAI Codex — Multi-agent, worktrees, skills, automations, actions, cloud threads`,desc:`Cloud-native coding agents with parallel worktrees, reusable skills, background automations, repeatable actions, and thread management`,a11oyEvolution:`a11oy Code goes beyond — every file operation proof-chained, every skill execution governed, forecasting on every task. Multi-model (not locked to one provider). Outcome tracking closes the loop.`,date:`Apr 2026`,category:`Platform`},{title:`Deep Research`,origin:`OpenAI — ChatGPT Deep Research`,desc:`Multi-step research agent that finds, analyzes, and synthesizes hundreds of online sources`,a11oyEvolution:`a11oy Deep Research is governed — every source attributed, every synthesis step proof-chained, confidence intervals on every claim. Connects to MCP servers and restricts to trusted sources.`,date:`Feb 2026`,category:`Platform`},{title:`Realtime Voice`,origin:`OpenAI — Realtime API GA`,desc:`Low-latency bidirectional audio streaming for production-grade voice agents`,a11oyEvolution:`a11oy Voice is governed — wake-word detection, voice-initiated workflows, proof-chained verbal approvals. Every voice command recorded with attribution.`,date:`Dec 2025`,category:`Platform`},{title:`Computer Use`,origin:`OpenAI Codex — In-app browser, Computer Use, GUI automation`,desc:`Agents that interact with GUIs — clicking, typing, navigating real applications, rendering pages, and leaving visual comments`,a11oyEvolution:`a11oy Computer Use is governed — every click proof-chained, every screenshot recorded as evidence. Policy gates control which applications agents can interact with. Visual QA comments are attributed.`,date:`Apr 2026`,category:`Platform`},{title:`GPT-Rosalind`,origin:`OpenAI — Life Sciences Research Model`,desc:`Frontier reasoning model for drug discovery, genomics analysis, protein reasoning`,a11oyEvolution:`a11oy routes life sciences tasks to specialized models with governed research pipelines. Every analysis carries proof chain — reproducible, auditable, publishable.`,date:`Apr 2026`,category:`Research`},{title:`Deliberative Alignment`,origin:`OpenAI — Deliberative Alignment Research`,desc:`Models that explicitly reason about their instructions and policies before responding, improving faithfulness and safety`,a11oyEvolution:`a11oy Covenant Engine enforces deliberative alignment at the platform layer — every model call includes policy deliberation. Alignment reasoning is recorded in the proof chain.`,date:`Jan 2026`,category:`Safety`},{title:`Preparedness Framework`,origin:`OpenAI — Preparedness Scorecard`,desc:`Systematic evaluation of frontier model risks across cybersecurity, CBRN, persuasion, and model autonomy dimensions`,a11oyEvolution:`a11oy Preparedness Engine — every model in the router carries a risk scorecard. Deployment gates tied to risk thresholds. Preparedness scores are proof-chained and auditable.`,date:`Feb 2026`,category:`Safety`},{title:`SWE-Bench Leadership`,origin:`OpenAI Codex — SWE-Bench Verified, SWE-Bench Multimodal`,desc:`Strong performance on real-world software engineering benchmarks — resolving actual GitHub issues end-to-end`,a11oyEvolution:`a11oy Code consistently exceeds benchmark scores with governed execution — every solution carries proof chain, every fix is sovereign-replayable, outcomes feed back into forecast calibration.`,date:`Apr 2026`,category:`Platform`},{title:`Reinforcement Learning from Human Feedback`,origin:`OpenAI — RLHF Research, InstructGPT`,desc:`Training language models to follow human intent using reward models learned from human comparisons — the foundation of aligned AI`,a11oyEvolution:`a11oy Alignment Engine extends RLHF with governed feedback loops — every reward signal attributed, every preference pair proof-chained. Enterprise orgs contribute governed alignment data from real workflows.`,date:`Jan 2022`,category:`Research`},{title:`Scaling Laws for Neural Language Models`,origin:`OpenAI — Kaplan et al. Scaling Laws`,desc:`Empirical laws predicting model performance from compute, dataset size, and parameter count — enabling efficient frontier model training`,a11oyEvolution:`a11oy Forecast Engine applies scaling laws to predict model routing efficiency — choosing the right model size for each task. Cost-performance tradeoffs are proof-chained and continuously optimized.`,date:`Jan 2020`,category:`Research`},{title:`Constitutional AI Governance`,origin:`OpenAI — Rule-Based Rewards, Constitutional Methods`,desc:`Training models using principle-based reward signals rather than purely human-labeled data — scalable alignment`,a11oyEvolution:`a11oy Covenant Constitution — organization-specific principles compiled into governance rules. Every model output evaluated against constitutional policies. Violations proof-chained.`,date:`Mar 2024`,category:`Safety`},{title:`Multimodal Reasoning`,origin:`OpenAI — GPT-4V, GPT-4o, Multimodal Research`,desc:`Unified models that reason across text, images, audio, and video — understanding context from any input modality`,a11oyEvolution:`a11oy Multimodal Pipeline governs every modality transition — image analysis proof-chained, audio transcription attributed, video reasoning evidence-captured. Cross-modal hallucination detection enforced.`,date:`Mar 2024`,category:`Research`},{title:`Tool Use & Function Calling`,origin:`OpenAI — Function Calling, Parallel Tool Use, Structured Outputs`,desc:`Models that reliably call external tools, APIs, and functions with structured JSON outputs — enabling agentic workflows`,a11oyEvolution:`a11oy Tool Governance Layer — every function call proof-chained, every API invocation attributed, every structured output validated against schema. Tool permissions governed by policy.`,date:`Jun 2023`,category:`Platform`},{title:`Frontier Reasoning (o-series)`,origin:`OpenAI — o1, o3, o4-mini, Chain-of-Thought Reasoning Research`,desc:`Models trained to think step-by-step before answering — dramatically improving math, science, and coding performance through extended reasoning`,a11oyEvolution:`a11oy Reasoning Engine routes complex tasks to o-series models with governed reasoning chains. Every thinking step recorded, reasoning depth governed by policy, compute budget proof-chained.`,date:`Sep 2024`,category:`Research`},{title:`Whisper & Speech Intelligence`,origin:`OpenAI — Whisper ASR, TTS Research`,desc:`Open-source speech recognition approaching human-level accuracy and natural text-to-speech synthesis`,a11oyEvolution:`a11oy Speech Pipeline — governed transcription with PII auto-redaction, speaker attribution, sentiment analysis. Voice commands proof-chained. TTS output carries generation provenance.`,date:`Sep 2022`,category:`Platform`},{title:`DALL-E & Visual Generation`,origin:`OpenAI — DALL-E 3, Image Generation Research`,desc:`High-fidelity text-to-image generation with precise prompt following and safety filtering`,a11oyEvolution:`a11oy Visual Generation is governed — every generated image carries provenance (model, prompt, seed, parameters). Content policy gates enforced. Usage rights tracked. Brand compliance verified.`,date:`Oct 2023`,category:`Platform`},{title:`Sora & Video Generation`,origin:`OpenAI — Sora, Video World Models Research`,desc:`Video generation from text — world simulation models that understand physics, motion, and temporal coherence`,a11oyEvolution:`a11oy Video Pipeline — governed video generation with frame-level provenance. Content safety on every frame. Usage rights tracked. Enterprise brand guidelines enforced on generated video.`,date:`Feb 2024`,category:`Research`},{title:`Superalignment`,origin:`OpenAI — Superalignment Research, Weak-to-Strong Generalization`,desc:`Research on aligning AI systems smarter than their human supervisors — using weaker models to supervise stronger ones`,a11oyEvolution:`a11oy Alignment Hierarchy — multi-tier supervision where governance policies act as the alignment anchor. Stronger models are constrained by weaker model auditors. Alignment evidence proof-chained.`,date:`Dec 2023`,category:`Safety`},{title:`Red Teaming & Adversarial Robustness`,origin:`OpenAI — Red Teaming Network, Adversarial Attacks Research`,desc:`Systematic adversarial testing of AI systems by diverse external teams to discover failure modes before deployment`,a11oyEvolution:`a11oy Red Team Engine — automated adversarial testing runs on every model deployment. Red team findings proof-chained. Vulnerability patches governed. Continuous pen-testing, not one-time audits.`,date:`Aug 2023`,category:`Safety`},{title:`Embeddings & Retrieval`,origin:`OpenAI — text-embedding-3, Retrieval Research`,desc:`High-dimensional vector representations for semantic search, clustering, and retrieval-augmented generation`,a11oyEvolution:`a11oy Semantic Memory uses governed embeddings — every vector indexed with source attribution. Retrieval results carry confidence scores. Embedding model selection governed by data sensitivity policy.`,date:`Jan 2024`,category:`Platform`},{title:`Process Reward Models`,origin:`OpenAI — Let's Verify Step by Step, PRM Research`,desc:`Rewarding each step of reasoning rather than just the final answer — dramatically reducing hallucination in mathematical and logical tasks`,a11oyEvolution:`a11oy Step Verification Engine — every reasoning step validated independently. Process rewards proof-chained. Step-level confidence intervals on complex multi-hop reasoning tasks.`,date:`May 2023`,category:`Research`},{title:`Batch & Async Inference`,origin:`OpenAI — Batch API, Async Processing Research`,desc:`Cost-efficient batch processing for large-scale AI workloads — 50% cost reduction for non-time-sensitive tasks`,a11oyEvolution:`a11oy Batch Orchestrator — governed batch processing with job provenance, priority queuing, and cost attribution. Batch results carry proof chains. SLA compliance monitored per-job.`,date:`Apr 2024`,category:`Platform`},{title:`Model Distillation`,origin:`OpenAI — Model Distillation, Stored Completions Research`,desc:`Training smaller, faster models from larger frontier models while preserving capability — reducing cost and latency`,a11oyEvolution:`a11oy Distillation Pipeline — governed distillation with training data lineage. Distilled model quality verified against parent. Performance regression detection. Deployment governed by quality gates.`,date:`Oct 2024`,category:`Research`},{title:`Interpretability & Mechanistic Understanding`,origin:`OpenAI — Sparse Autoencoders, Feature Visualization, Circuit Analysis`,desc:`Understanding what neural networks learn internally — decomposing models into interpretable features and circuits`,a11oyEvolution:`a11oy Interpretability Layer — model decisions carry feature-level explanations. High-stakes outputs include interpretability reports. Unexplainable decisions flagged by governance policy.`,date:`Jun 2024`,category:`Research`},{title:`Structured Outputs & JSON Mode`,origin:`OpenAI — Structured Outputs, JSON Mode, Guaranteed Schema`,desc:`Guaranteed structured JSON output conforming to arbitrary schemas — eliminating parsing failures in production systems`,a11oyEvolution:`a11oy Schema Governance — every structured output validated against registered schemas. Schema evolution versioned. Breaking changes blocked by governance gates. Output provenance tracked.`,date:`Aug 2024`,category:`Platform`},{title:`Frontier Math & Scientific Reasoning`,origin:`OpenAI — FrontierMath, STEM Benchmarks, Mathematical Olympiad Performance`,desc:`Models achieving medal-level performance on international math olympiads and solving research-level mathematical problems`,a11oyEvolution:`a11oy Scientific Compute — governed access to frontier reasoning for mathematical proof verification, scientific hypothesis testing, and quantitative analysis. Every computation proof-chained.`,date:`Dec 2024`,category:`Research`},{title:`Multi-Agent Orchestration`,origin:`OpenAI — Agents SDK, Swarm Framework, Multi-Agent Research`,desc:`Frameworks for coordinating multiple specialized AI agents working together on complex tasks with handoff protocols`,a11oyEvolution:`a11oy Agent Mesh — governed multi-agent orchestration with proof-chained handoffs. Agent communication monitored. Task delegation attributed. Resource allocation governed by policy. Outcome tracking across all agents.`,date:`Mar 2025`,category:`Platform`},{title:`Evals & Capability Assessment`,origin:`OpenAI — Evals Framework, SimpleQA, Benchmark Development`,desc:`Systematic evaluation frameworks for measuring model capabilities, factuality, and safety across diverse benchmarks`,a11oyEvolution:`a11oy Eval Engine — continuous capability assessment for every model in the router. Eval results proof-chained. Performance regressions trigger automatic governance alerts. Custom enterprise evals supported.`,date:`Mar 2023`,category:`Governance`},{title:`Cognitive Forecasting`,origin:`a11oy — Original Innovation`,desc:`No other platform predicts outcomes before execution. a11oy forecasts bug density, delivery timelines, security risk, costs, and vertical-specific outcomes from real signals.`,a11oyEvolution:`The Outcome Graph closes the loop — recording what actually happened and feeding it back to calibrate future forecasts. Every prediction carries a confidence interval and a proof chain. Models recalibrate continuously.`,date:`Apr 2026`,category:`Innovation`},{title:`Governed Autonomy`,origin:`a11oy — Original Innovation`,desc:`The first platform where AI agents operate with full autonomy inside governance constraints. Not restricted. Governed. The difference between AGI that is useful and AGI that is safe.`,a11oyEvolution:`Governed Autonomy is the a11oy thesis — agents can do anything within the governance boundary. No capability restrictions, only governance gates. Full audit trail. Full replay. Full accountability.`,date:`Apr 2026`,category:`Innovation`},{title:`Proof Chain Architecture`,origin:`a11oy — Original Innovation`,desc:`Cryptographic evidence chain on every AI operation. Not logging. Proof. Tamper-resistant, content-addressed, queryable by any dimension.`,a11oyEvolution:`The Proof Chain is what makes a11oy enterprise-ready and AGI-safe simultaneously. Every action, every model call, every decision — cryptographically committed, independently verifiable, legally admissible.`,date:`Apr 2026`,category:`Innovation`},{title:`Outcome Graph`,origin:`a11oy — Original Innovation`,desc:`Closed-loop learning from real outcomes. What did the AI predict? What actually happened? Feed the delta back. Continuous calibration.`,a11oyEvolution:`The Outcome Graph is the learning engine — every forecast, every prediction, every recommendation is tracked against real-world outcomes. Models improve from governed experience, not just training data.`,date:`Apr 2026`,category:`Innovation`}],u=[{name:`Parallel Worktrees`,icon:`🌳`,desc:`Isolate concurrent coding tasks in parallel git worktrees. Each worktree runs its own governed session with independent proof chain.`,governed:`Branch policy enforced, merge gates require approval, worktree proof chains isolated until merge`},{name:`Scheduled Automations`,icon:`⏰`,desc:`Schedule recurring tasks — nightly builds, weekly reports, daily health checks. Wake up dormant threads for ongoing monitoring.`,governed:`Automation schedule versioned, execution results proof-chained, failures escalated by policy`},{name:`In-App Browser`,icon:`🌐`,desc:`Render pages directly inside a11oy. Leave visual comments, capture screenshots, run visual regression tests — all governed.`,governed:`Visual snapshots proof-chained, pixel diff thresholds governed, approval gates on visual changes`},{name:`Cloud Threads`,icon:`☁️`,desc:`Run parallel coding sessions in governed cloud environments. Each thread is isolated, replayable, and carries its own proof chain.`,governed:`Thread isolation enforced, resource quotas governed by policy, merge requires governance gate`},{name:`IDE Extension Sync`,icon:`🔗`,desc:`Share Auto Context and active threads across app, CLI, and IDE sessions. VS Code, JetBrains, and terminal — same governed experience.`,governed:`Context sync is proof-chained, IDE extensions respect governance policies, session handoff attributed`},{name:`Auto Context`,icon:`🧠`,desc:`Automatic codebase understanding without manual configuration. a11oy indexes your repo, learns your patterns, and builds context continuously.`,governed:`Context scope governed by policy, sensitive files excluded by rule, index freshness tracked`},{name:`Repeatable Actions`,icon:`⚡`,desc:`Define project-level commands that run with one click — build, test, deploy, lint. Each action execution is proof-chained.`,governed:`Action registry versioned, execution logged to proof chain, failure triggers governed escalation`},{name:`Sidebar Artifacts`,icon:`📋`,desc:`Track plans, sources, task summaries, and generated file previews in the sidebar. 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Enterprise is the moat.`]}),(0,_.jsxs)(`div`,{style:{display:`flex`,gap:`0.75rem`,justifyContent:`center`,flexWrap:`wrap`},children:[(0,_.jsx)(r,{href:x(`/terminal`),style:{display:`inline-flex`,alignItems:`center`,padding:`0.75rem 1.75rem`,background:v.text,color:v.bg,borderRadius:999,fontSize:`0.8125rem`,fontWeight:500,textDecoration:`none`},children:`Launch a11oy Code`}),(0,_.jsxs)(r,{href:x(`/sdk`),style:{display:`inline-flex`,alignItems:`center`,padding:`0.75rem 1.75rem`,background:`transparent`,color:v.accent,border:`1px solid rgba(201,183,135,0.3)`,borderRadius:999,fontSize:`0.8125rem`,fontWeight:500,textDecoration:`none`},children:[`SDK & Cookbook `,`→`]})]})]})})}),(0,_.jsx)(`footer`,{style:{borderTop:`1px solid ${v.border}`,padding:`3rem 2rem`},children:(0,_.jsxs)(`div`,{style:{maxWidth:1080,margin:`0 auto`,display:`flex`,justifyContent:`space-between`,alignItems:`center`},children:[(0,_.jsx)(`span`,{style:{fontSize:`0.75rem`,color:v.muted,fontFamily:v.mono},children:`a11oy code`}),(0,_.jsxs)(`span`,{style:{fontSize:`0.6875rem`,color:v.muted},children:[`\\u00A9 `,new Date().getFullYear(),` a11oy`]})]})})]})}export{D as A11oyCode};