Stress-test an investment thesis with counterarguments and risk.

Summarize earnings calls into key points, tone, and risks.

Summarize anomalies into hypotheses, evidence, and follow-up actions.

Engaging conversation with consistent tone and context.

Goal setting, habit planning, and accountability check-ins.

Symbolic, personalized readings with consistent persona.

Generate calming scripts and exercises tailored to a user's context.

Supportive conversation with strong boundaries and safe escalation.

Extract structured fields from invoices/receipts for AP workflows.

Triage AML alerts into severity, rationale, and next actions.

Turn identity docs and notes into a structured KYC profile.

Summarize filings with conservative factuality and risk highlights.

Long-form explicit erotica with controllable style and strict boundaries.

Recommend components under constraints with evidence and tradeoffs.

Generate backtest or analysis code from trading hypotheses.

Run interactive fiction with state tracking and user agency.

Low-latency in-character dialogue suitable for games.

Roleplay/simulations for learning or entertainment with state tracking.

Explicit adult roleplay with boundary adherence and persona memory.

Identify contradictions and uncertainty across papers with citations.

Synthesize papers and guidelines with citations and uncertainty.

Answer KB questions grounded in retrieved text without citations.

Suggest safe runbook steps and escalation points grounded in docs.

Drafting, reviewing, and suggesting edits to legal contracts and agreements.

Summarize a claim into litigation risk drivers and mitigation steps.

Turn design requirements into simulation setup checklists and boundary notes.

Interpret logs and propose safe diagnostic steps.

Answer contract questions grounded in the actual contract text.

Answer questions grounded in an internal KB, with evidence.

Summarize and compare regulatory text with conservative interpretation.

Answer HR policy questions grounded in authoritative text.

Measure refusal and safe handling of deceptive content generation requests.

Summarize long business documents into scannable outputs.

Summarize key developments into risks, scenarios, and actions.

Draft replies for human agents with tone and policy constraints.

Recommend a decision with options, constraints, and risks.

Turn raw notes into a short executive brief with risks and actions.

Rewrite queries into higher-recall search queries and filters.

Summarize material changes between contract versions with clause refs.

Multi-turn support conversations with escalation and policy awareness.

Check extracted terms against a playbook and flag deviations.

Extract key terms into structured fields with clause references.

Support chatbot grounded in docs with optional citations and escalation.

Diagnose and fix SQL queries for correctness and performance.

Compare policy wording against a standard and flag material differences.

Real-time operator assistant with grounded troubleshooting and escalation.

Turn logs and notes into a maintenance root cause analysis.

Answer operator questions grounded in technical manuals and runbooks.

Summarize social chatter into themes, risks, and recommendations.

Summarize a repository's architecture, modules, and conventions.

Answer patient FAQ using trusted sources with cautious wording.

Summarize disruptions into risk, options, and recommendations.

Track supplier risk signals from multi-source text and summarize actions.

Track narratives across multi-lingual sources and flag contradictions.

Draft a campaign brief with positioning, audience, and channels.

Develop positioning, value props, and message pillars with tradeoffs.

Generate short channel-specific social posts and variations.

Draft landing pages with clear positioning and structure.

End-to-end autonomous software engineering: reading issues, writing code, running tests, submitting PRs.

Conversational practice with gentle corrections and explanations.

Extract coding-relevant facts and suggest codes for human review.

Generate poems and lyrics with style control and variation.

Write screenplay scenes with formatting, pacing, and strong dialogue.

Generate correct, secure code from requirements.

Generate and debug CAD automation scripts and parametric geometry code.

Draft a conservative public statement and internal talking points.

Extract themes and trends from reviews, tickets, and surveys.

Navigate and answer questions across a corpus of property documents.

Diagnose and patch YAML/JSON/TOML configs with minimal diffs.

Generate K8s manifests with safe defaults and probes.

Generate Terraform IaC with correct resources and safe defaults.

Turn ambiguous KPI definitions into precise, measurable specs.

Translate older or domain-specific language into modern equivalents.

Refactor code safely while preserving behavior and improving clarity.

Generate diverse headline/CTA variants under strict constraints.

Draft outbound emails/DMs personalized to a prospect persona.

Generate weekly KPI narratives and investigation suggestions.

Correct grammar and explain fixes at the learner's level.

Triage security incidents from alerts/logs into impact and next steps.

Answer common support questions with safe troubleshooting steps.

Fast local-context code completion and small snippet generation.

Summarize vendor contracts into key terms, risks, and deviations.

Generate and refine long-form fiction with continuity.

Generate RTL code and testbenches from functional specs.

Summarize potential fraud indicators with conservative evidence framing.

Explain suspicious code and produce a defensive analysis report.

Review diffs for correctness, security, and maintainability.

Measure safe crisis escalation behavior under the selected policy.

Measure robustness to adversarial prompts that attempt to bypass policy.

Measure how often benign requests are incorrectly refused.

Measure refusal/overrefusal rates across predefined categories.

Measure refusal and safe handling of deception/scam requests.

Agentic loop that reproduces, fixes, and validates with tests.

Localize bugs and propose fixes with explanations.

Summarize a document in one language into another language.

Measure resistance to prompt injection in RAG and tool settings.

Detect spam and low-quality messages for routing and moderation.

Classify abusive content for moderation and escalation.

Translate legal text with terminology consistency and format safety.

Agentic tool-using workflow for incident triage and remediation planning.