https://www.signpostai.org/insights daily 0.75 2026-03-23 https://www.signpostai.org/insights/lessons-learned-partnering-to-pilot-responsible-ai-in-colombia monthly 0.5 2026-03-23 https://www.signpostai.org/insights/stress-testing-ai-at-the-humanitarian-frontier-findings-from-signpost-colombias-first-ai-simulation-round monthly 0.5 2026-03-18 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/184e8bce-6774-4ad9-b6f0-40c558a23f53/Screenshot+2026-03-18+at+8.34.53%E2%80%AFAM.png Insights - Stress-Testing AI at the Humanitarian Frontier: Findings from Signpost Colombia's First AI Simulation Round - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/25ddcb35-8460-4042-a7a2-464f4146082e/Screenshot+2026-03-18+at+8.37.27%E2%80%AFAM.png Insights - Stress-Testing AI at the Humanitarian Frontier: Findings from Signpost Colombia's First AI Simulation Round - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/cf1ce577-ac08-4609-92ea-108893695d90/Screenshot+2026-03-18+at+8.38.40%E2%80%AFAM.png Insights - Stress-Testing AI at the Humanitarian Frontier: Findings from Signpost Colombia's First AI Simulation Round - Make it stand out Excerpt from risk simulation https://www.signpostai.org/insights/info-palante-colombia-framing-a-case-study-in-scaling-responsible-ai monthly 0.5 2026-03-18 https://www.signpostai.org/insights/how-evidence-shaped-aprendia monthly 0.5 2026-03-20 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/95dbcf03-0fe1-4482-82c0-020b93362963/unnamed.jpg Insights - How Evidence Shaped aprendIA - Make it stand out Teachers in Borno state during a feedback session, February 2026 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c84de323-d69d-43e2-bf1e-ec0c40c58700/unnamed2.jpg Insights - How Evidence Shaped aprendIA - Make it stand out Teachers using aprendIA, February 2026 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/135fd424-dd7e-4b36-ac6d-0f5f20a79315/unnamed3.png Insights - How Evidence Shaped aprendIA - Make it stand out Latest UX Journey Map https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/8e1450c7-0449-4968-95e3-4a8524c14961/unnamed4.png Insights - How Evidence Shaped aprendIA - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/468df968-66e8-4029-8780-327cf957d5f0/Screenshot+2026-03-12+100225.png Insights - How Evidence Shaped aprendIA - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/76a08704-6420-4034-92a9-9fc4e3c44774/unnamed5.jpg Insights - How Evidence Shaped aprendIA - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/info-digna-how-irc-mexico-is-using-ai monthly 0.5 2026-03-03 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/e2256a85-8053-48e7-bb50-071e135bdcc7/InfoDigna.jpg Insights - InfoDigna: How IRC Mexico Is Using AI to Expand Reach Without Compromising Safety - Make it stand out By Signpost HQ & Luis Alberto Tejeda Carrasco, Senior Signpost Officer https://www.signpostai.org/insights/aprendia-northeast-nigeria-pilot-early-performance-data-shows-promise monthly 0.5 2026-02-27 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/a01683e8-449d-4e93-915b-a403a7071e36/Screenshot+2026-02-27+at+2.00.47%E2%80%AFPM.png Insights - aprendIA Northeast Nigeria Pilot: Early Performance Data Shows Promise - Make it stand out Figure 1: number of unique aprendIA users per week https://www.signpostai.org/insights/9rayb1guosk3uyxgeyc1hq8jarco5l monthly 0.5 2026-01-29 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/7ae6dd84-beb9-4df5-bbf8-1ea65f5aed17/Screenshot+2026-01-28+at+4.36.44%E2%80%AFPM.png Insights - Designing Safe Risk Escalation in Client-facing Agentic AI Systems - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/testing-before-trusting-the-red-teaming-process-behind-aprendias-safe-deployment monthly 0.5 2025-11-21 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/132f12b8-ef56-4e6e-bf95-403cdd45485a/Screenshot+2025-11-07+at+3.43.32%E2%80%AFPM.png Insights - Testing Before Trusting: The Red-Teaming Process Behind aprendIA's Safe Deployment - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/aprendia-ai-powered-support-for-teachers-in-resource-constrained-settings monthly 0.5 2025-11-21 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1bede71d-7689-4355-aadc-d482b4ea7a9f/Screenshot+2025-11-07+at+3.28.19%E2%80%AFPM.png Insights - aprendIA: AI-Powered Support for Teachers in Resource-Constrained Settings - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/testing-the-dampd-character-sheet-for-ai-building-an-evaluator-that-knows-why-a-response-is-good monthly 0.5 2025-11-07 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/32cd38b8-ea70-4e87-a3ab-81ec7baf1ca6/Untitled+design+%2811%29.jpg Insights - Dungeons & Dragons Character Sheets for AI Evaluators: Building AI Evaluators That Know Why a Response is Good - Make it stand out A python eval running tests of all variants using a controlled prompt on test queries to evaluate the subjective “goodness” of each method. https://www.signpostai.org/insights/beyond-awareness-how-personalized-information-empowers-refugees-to-recognize-exploitation-and-seek-help monthly 0.5 2025-10-31 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1761870463957-G6M1JLBUBKGC93OBEZE6/unsplash-image-V5vqWC9gyEU.jpg Insights - Beyond Awareness: How Personalized Information Empowers Refugees to Recognize Exploitation and Seek Help - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/conserving-token-usage-and-reducing-ai-inference-costs-in-production monthly 0.5 2025-10-31 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/ae9de95e-c3b7-406a-93d4-13f638fb0bb2/Screenshot+2025-10-30+at+8.14.56%E2%80%AFPM.png Insights - Conserving Token Usage and Reducing AI Inference Costs in Production - Make it stand out An image of SignpostAI daily spend rate in OpenAI platform. An increase in token use in late October comes from the launch of a context and heavy-token agent. https://www.signpostai.org/insights/a-practical-approach-to-humanitarian-ai-safeguarding-and-guardrails monthly 0.5 2025-10-27 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/8f696f09-8eb9-409f-b4d1-15b601a7c4fd/Screenshot+2025-10-24+at+3.31.56%E2%80%AFPM.png Insights - A Practical Approach to Humanitarian AI Safeguarding and Guardrails - Make it stand out The SignpostAI platform grounded in approved knowledge, utilizing prompt-based safety guardrails https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/7a892284-e464-4c26-87d0-99cde530f2a4/Screenshot+2025-10-24+at+4.11.39%E2%80%AFPM.png Insights - A Practical Approach to Humanitarian AI Safeguarding and Guardrails - Guardrail 1: Prompt Guardrails Instructions that shape the AI's behavior and tone—teaching it when to cite sources, when to acknowledge uncertainty, and when to defer to human judgment. ex. On escalation match such as a life threatening situation - immediately send category’s response to the LLM https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/efbe72a1-5cff-4105-a287-e4cabb0da774/Screenshot+2025-10-24+at+4.14.26%E2%80%AFPM.png Insights - A Practical Approach to Humanitarian AI Safeguarding and Guardrails - Guardrail 2: Retrieval Guardrails Rules that determine what information gets surfaced and how it's weighted. Should internal institutional knowledge take priority? How do we balance organizational perspective with external expertise? Should we cap our knowledge at a certain Similarity (Sim:) or Confidence score? ex. Upon retrieval only send the AI articles that have a similarity (confidence) score of over 0.79. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/d4354d23-70a3-47f9-aed4-6d7d11a7ac67/Screenshot+2025-10-24+at+4.17.50%E2%80%AFPM.png Insights - A Practical Approach to Humanitarian AI Safeguarding and Guardrails - Guardrail 3: Response Guardrails Logic, often LLM-as-judge, that reviews outputs before delivery—adding context, flagging assumptions, or requesting human review when stakes are high. The art is in the calibration. Too strict, and you build a system that frustrates users and limits learning. Too loose, and you risk misinformation or repetitional harm. ex. After an AI agent generates an answer about a users migration status, use an LLM-as-judge to determine if that information over asserts itself as legal advice. https://www.signpostai.org/insights/behind-the-scenes-orchestrating-ai-for-humanitarian-response monthly 0.5 2025-10-15 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c2733ff2-18aa-4d6f-ba85-116de1adc0a0/Orchestration+Image.png Insights - Behind the Scenes: Orchestrating AI for Humanitarian Response - Screen Shot from an early flow orchestration for “Alma,” an agent supporting refugees on their resettlement journey https://www.signpostai.org/insights/executive-summary-signpost-ai-information-assistant-pilot-program monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c54bc11a-20ce-490e-8455-ce5688ec753b/Screenshot+2024-08-08+at+7.38.30%E2%80%AFPM.png Insights - Executive Summary: Signpost AI Information Assistant Pilot Project - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/training-ai-for-trust-insights-from-cuntanos-el-salvadors-chatbot-journey monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1739293025963-8G0UESY3OMV4BFFQ1HIL/unsplash-image-atSaEOeE8Nk.jpg Insights - Training AI for Trust: Insights from Cuéntanos El Salvador's Chatbot Journey - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/b40317db-b8a7-4b7b-ab7e-ff64fff2cf7e/Screenshot+2025-02-11+at+12.16.14%E2%80%AFPM.png Insights - Training AI for Trust: Insights from Cuéntanos El Salvador's Chatbot Journey - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/79fbfa20-4278-4ca7-a920-0afff59a39cc/CN+Campaign.png Insights - Training AI for Trust: Insights from Cuéntanos El Salvador's Chatbot Journey - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/behind-the-bot-mid-series-reflection-ais-potential-and-pitfalls-in-protection-work monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/a3a665db-80eb-46b3-a6f3-db37aa4a1fcf/20230919-Italy-IRC-Signpost-3321+%281%29.jpg Insights - [BtB | PO Diary] Reflections from A Protection Officer - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/new-year-new-milestones-a-vision-for-2025-with-signpost-ai monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/108d3b54-68ca-4388-8396-10ab39772ae6/Blog.jpeg Insights - New Year, New Horizons: Signpost AI’s Vision for 2025 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/transparency-and-accountability-in-ai-a-panel-discussion monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/38db5917-a828-4285-8e3d-cf66e559d670/Podcast.png Insights - Transparency and Accountability in AI: A Panel Discussion - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/gratitude-and-innovation-ai-for-humanitarian-aid monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/fc4717b8-92cc-4ee5-9c18-79f997ff3a4b/CN+3.jpg Insights - Gratitude and Innovation: AI for Humanitarian Aid - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/ai-with-a-human-touch-the-power-of-human-in-the-loop monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c7dc7559-feb2-498a-aa82-cb851a5b59ba/ITL.jpg Insights - AI with a Human Touch: The Power of Human-in-the-Loop - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/building-trust-with-transparency-a-glimpse-inside-our-protection-teams-worknbsp monthly 0.5 2024-11-01 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/5221dee2-74f6-4f56-b4bb-a09af738ebed/20240201_Mexico_EEsquivel_Emergency_Mobile_Unit_Aster_2.jpg Insights - Beyond the Code: Our Protection Team’s Commitment to Transparency  - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/signpost-ai-chatbot-pilot-using-the-ai-tool monthly 0.5 2024-10-25 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1729545908493-4WF8VHFGDIU6EHFTVRKG/unsplash-image-YG8vzN9IkmA.jpg Insights - Signpost AI Chat Pilot: Using the AI Tool - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/6de57e74-37e9-40d8-8f64-bc2f393f07ec/1.png Insights - Signpost AI Chat Pilot: Using the AI Tool - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/9b19c418-483f-4406-abae-323e489bc8c0/2.png Insights - Signpost AI Chat Pilot: Using the AI Tool - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/0bdb1f0f-972a-4c9f-a720-751205998292/3.png Insights - Signpost AI Chat Pilot: Using the AI Tool - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/14138cdc-0945-4d9c-a4e9-d0926b94f53c/4.png Insights - Signpost AI Chat Pilot: Using the AI Tool - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/signpost-ai-chat-pilot-a-roadmap monthly 0.5 2024-10-23 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1729545555151-CMWR1J7Y5MKPZA7BSY43/unsplash-image-RRNbMiPmTZY.jpg Insights - Signpost AI Chat Pilot: A Roadmap - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/top-prompting-rules-for-a-humanitarian-chatbot monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/8efa8466-315d-407e-87d2-1f088ad98eaa/Screenshot+2024-10-02+at+8.02.42%E2%80%AFPM.png Insights - Top Prompting Rules for a Humanitarian Chatbot - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/behind-the-bot-a-protection-officers-diary-week-7-the-ai-safety-net-building-trust-and-managing-expectations monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1719337985431-8OF7B0UG270PMNQS4GCB/Collages+%2810%29.jpg Insights - [BtB | PO Diary] Wk 6: Building Trust & Managing Expectations - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/behind-the-bot-a-protection-officers-diary-week-6-the-language-of-empathy-teaching-ai-to-care monthly 0.5 2024-10-14 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1719337289696-XNDE0ZH6SRA2T13TCAPR/Collages+%288%29.jpg Insights - [BtB | PO Diary] Wk 5: Teaching AI to Care - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/eariebzprxbcuonrgazceq73zbq9hq monthly 0.5 2024-10-11 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1727913661622-SUYTIKCIQSVY5KJERN1P/unsplash-image-CmO_GydmKaY.jpg Insights - Taming and Utilizing AI: Safe Methods for Everyone - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/a7b7c69a-ea9c-4f69-983c-45fc492e607e/Screenshot+2024-10-02+at+7.46.48%E2%80%AFPM.jpg Insights - Taming and Utilizing AI: Safe Methods for Everyone - Slide adapted from Google.org’s Generative AI Accelerator Program Slide adapted from Google.org’s Generative AI Accelerator Program https://www.signpostai.org/insights/behind-the-bot-wk-5-when-ai-gets-personal-follow-up-questions-and-the-path-to-tailored-support monthly 0.5 2024-10-07 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1719335429696-C02L79FWNH1YKY90FNBZ/Collages+%283%29.jpg Insights - [BtB | PO Diary] Wk 4: When AI Gets Personal - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/behind-the-bot-wk-4-location-location-location-ai-and-the-quest-for-personalized-support monthly 0.5 2025-01-15 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1719335449731-V48W27EXR0JVIMPH975M/Collages+%284%29.jpg Insights - [BtB | PO Diary] Wk 3: The Quest for Personalized Support - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/tailoring-ai-models-for-humanitarian-global-impact monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c5a52b81-996a-4460-a727-e733bce7984b/v2.jpeg Insights - Foundational Model Selection: Tailoring AI for Humanitarian Aid - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/mm78iw6p03ulf27xdrlael3wyndhgi monthly 0.5 2024-09-30 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1727713548701-HW01SL6XEB87S8YKPB4K/unsplash-image-YA-DFlSzXBE.jpg Insights - Hallucinations: Understanding AI Mix-Ups - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c878c4e4-cd71-46d7-a247-8480b0d06f49/Screenshot+2024-09-30+at+12.11.24%E2%80%AFPM.png Insights - Hallucinations: Understanding AI Mix-Ups - Each country can choose to enable or disable this for their instance. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/d8c7070d-45d3-4bce-9bab-0d088eb3841d/Screenshot+2024-09-30+at+12.16.14%E2%80%AFPM.png Insights - Hallucinations: Understanding AI Mix-Ups - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/e20f6b63-4761-4fd1-95fc-0d80fb186329/Screenshot+2024-09-30+at+12.18.18%E2%80%AFPM.png Insights - Hallucinations: Understanding AI Mix-Ups - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/204758d5-8a58-4b53-ae24-547eee459c36/Screenshot+2024-09-30+at+12.19.17%E2%80%AFPM.png Insights - Hallucinations: Understanding AI Mix-Ups - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/ef5488e5-d4ef-472a-9445-c4fa805d7603/Screenshot+2024-09-30+at+12.21.21%E2%80%AFPM.png Insights - Hallucinations: Understanding AI Mix-Ups - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/70b4f84e-f200-4c4d-abf3-2c04501a2b48/Screenshot+2024-09-30+at+12.21.53%E2%80%AFPM.png Insights - Hallucinations: Understanding AI Mix-Ups - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/3a00e4d0-ae13-480c-88fe-ac939a95a367/Screenshot+2024-09-30+at+12.23.45%E2%80%AFPM.png Insights - Hallucinations: Understanding AI Mix-Ups - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/blog-post-title-four-f4s67 monthly 0.5 2024-10-01 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1720216416703-KMFM5HXPNORCPCK0A53M/Screenshot+2024-07-05+at+5.53.25%E2%80%AFPM.png Insights - [BtB | PO Diary] Wk 2: The AI Empathy Experiment - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/crafting-the-ideal-humanitarian-ai-keys-to-effective-evaluation monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/bf647f41-a2ed-4366-aa65-6ffde6bac3c6/Screenshot+2024-08-20+at+11.49.50%E2%80%AFAM.png Insights - Crafting the Ideal Humanitarian AI: Keys to Effective Evaluation https://www.signpostai.org/insights/guiding-principles-establishing-a-constitution-for-ethical-ai-development monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/3bdd6b24-ffeb-4ace-a1a1-9590469767b1/Screenshot+2024-08-13+at+9.34.43%E2%80%AFAM.png Insights - Guiding Principles: Establishing a Constitution for Ethical AI Development - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/hjb1trsrqtbza8iklrcz97ngdvz49t monthly 0.5 2024-08-13 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/2e675f1e-055c-488f-8f7d-1f65a74204cb/Screenshot+2024-08-08+at+7.05.56%E2%80%AFPM.png Insights - Quality Experts Evaluate the Chatbot! https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/73194ce6-afdb-4ae1-9360-a9b3c7a12be5/Screenshot+2024-08-08+at+6.39.58%E2%80%AFPM.png Insights - Quality Experts Evaluate the Chatbot! - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/8c4fef16-1f0c-4498-b893-e698199a4fe4/Screenshot+2024-08-08+at+6.40.03%E2%80%AFPM.png Insights - Quality Experts Evaluate the Chatbot! - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c23e2278-1262-403c-9a48-ec0d87603563/Screenshot+2024-08-08+at+6.40.26%E2%80%AFPM.png Insights - Quality Experts Evaluate the Chatbot! - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/032df521-9e0e-4097-a4cc-514516f34223/Screenshot+2024-08-08+at+6.40.36%E2%80%AFPM.png Insights - Quality Experts Evaluate the Chatbot! - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/a5c8f6ef-b3de-4dc2-93c0-71124810e4b0/Screenshot+2024-08-08+at+6.44.37%E2%80%AFPM.png Insights - Quality Experts Evaluate the Chatbot! - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/d1a3191a-1284-498c-a9d0-201dcc293759/Screenshot+2024-08-08+at+6.40.47%E2%80%AFPM.png Insights - Quality Experts Evaluate the Chatbot! - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/xy08iss5ax1ipjohs4u04s79joxk6d monthly 0.5 2024-08-09 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c54bc11a-20ce-490e-8455-ce5688ec753b/Screenshot+2024-08-08+at+7.38.30%E2%80%AFPM.png Insights - The Signpost AI Quality Framework - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/96lux07mcj9lrqyb59tkmj72vq5fb2 monthly 0.5 2024-08-09 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/6b961b58-29f5-4f94-af5e-3ae2fbd0683a/Screenshot+2024-08-08+at+7.01.45%E2%80%AFPM.jpg Insights - Decoding the Language of AI: Understanding the Impact of Prompts on Performance - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/fbf4e63c-a0c3-4696-bbeb-5aeedc933c89/Screenshot+2024-08-08+at+9.17.21%E2%80%AFAM.png Insights - Decoding the Language of AI: Understanding the Impact of Prompts on Performance - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/abct5uh2gk9pbvwwklk73g51ereg31 monthly 0.5 2024-08-09 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/d8f354b6-079e-44be-bd05-102cc21e2b7a/Screenshot+2024-07-30+at+5.38.30%E2%80%AFPM.png Insights - Why We Prioritized Transparency Over Fine-Tuning - Example of fine tuning using prompts. https://www.signpostai.org/insights/9aoqq6o4b9on5tk2pixnjrc08df4l2 monthly 0.5 2024-08-09 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/550360d6-ea7b-40c3-b726-8495ef160b5b/Screenshot+2024-07-30+at+5.01.45%E2%80%AFPM.png Insights - Using AI to Anonymize Sensitive Client Data - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/5a6b0867-393d-4e0e-a84d-d6ea2479b3d4/Screenshot+2024-07-30+at+5.08.56%E2%80%AFPM.png Insights - Using AI to Anonymize Sensitive Client Data - This image illustrates the diversity of languages and the complexity involved in identifying and anonymizing sensitive information across different scripts. The image above illustrates the diversity of languages and the complexity involved in identifying and anonymizing sensitive information across different scripts. https://www.signpostai.org/insights/blog-post-title-three-2x992 monthly 0.5 2024-08-09 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/267e36e1-3ac6-4f55-96ea-d363cf734211/Screenshot+2024-07-26+at+4.04.19%E2%80%AFPM.png Insights - [BtB | PO Diary] Wk 1: First Impressions in the AI Lab - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/llm-showdown-choosing-ethical-amp-effective-ai monthly 0.5 2024-08-09 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1722001740591-FTXI70219MOMHWDLSBV2/unsplash-image-eGGFZ5X2LnA.jpg Insights - LLM Showdown: Choosing Ethical & Effective AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/de-risking-ai-for-humanitarian-response-faqs monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/fd4026ce-3a70-43fd-b7fa-20d82c1f7fdf/Screenshot+2024-06-26+at+4.44.18%E2%80%AFPM.jpg Insights - [FAQs] De-Risking AI for Humanitarian Response - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/lcgqw91nb7l63gfyz58iv67xcwxest monthly 0.5 2024-08-09 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1719337289696-XNDE0ZH6SRA2T13TCAPR/Collages+%288%29.jpg Insights - Rapid Prototyping: Human and Automated Evaluation Before Launch - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/84e5b58e-8f47-4d74-be74-207f51f595e5/Screenshot+2024-07-19+at+2.39.24%E2%80%AFPM.png Insights - Rapid Prototyping: Human and Automated Evaluation Before Launch - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/what-were-building-what-were-buying-and-why monthly 0.5 2024-08-09 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1719338296258-L92CW3AON5K3H2ZNPWMW/Screenshot+2024-06-25+at+1.58.08%E2%80%AFPM.png Insights - What We’re Building, What We’re Buying and Why - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/team-spotlight-the-humans-behind-the-signpost-ai-mission monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1847591d-b2fc-46b6-9cae-19cd82eb672b/Screenshot+2024-07-09+at+9.04.23%E2%80%AFAM.png Insights - The Humans Behind the Signpost AI Mission - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/demystifying-ai-a-beginners-guide-to-understanding-the-technology monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/b6dc29dd-0c44-49bf-b589-27c3487f5e4c/Screenshot+2024-08-08+at+7.42.33%E2%80%AFPM.png Insights - Demystifying AI: A Beginner's Guide - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/blog-post-title-one-h5acl monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/0a5acc44-920e-469c-bdb8-243bf3244ea9/Screenshot+2024-06-25+at+4.46.56%E2%80%AFPM.png Insights - [Behind the Bot] Chronicles of a Protection Officer - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/insights/blog-post-title-two-6a63d monthly 0.5 2024-10-04 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/2bea76f7-eeca-41a9-816a-384b015a82c3/Collages+%281%29.jpg Insights - Introducing SignpostAI: An AI Lab for Humanitarian Aid - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/edd39ef8-3645-4827-98df-5c9ac7fea763/Screenshot+2024-06-25+at+3.56.29%E2%80%AFPM.png Insights - Introducing SignpostAI: An AI Lab for Humanitarian Aid https://www.signpostai.org/insights/okrhe2vh7deturx4b0ks4i51tlhc8a monthly 0.5 2024-08-09 https://www.signpostai.org/insights/category/Evaluation monthly 0.5 https://www.signpostai.org/insights/category/Collaboration monthly 0.5 https://www.signpostai.org/insights/category/News monthly 0.5 https://www.signpostai.org/insights/category/Explainer monthly 0.5 https://www.signpostai.org/insights/category/Upskilling monthly 0.5 https://www.signpostai.org/insights/category/Research monthly 0.5 https://www.signpostai.org/insights/category/Diary monthly 0.5 https://www.signpostai.org/insights/category/Localization monthly 0.5 https://www.signpostai.org/insights/tag/Evaluation monthly 0.5 https://www.signpostai.org/insights/tag/Quality monthly 0.5 https://www.signpostai.org/insights/tag/Staff monthly 0.5 https://www.signpostai.org/insights/tag/Development monthly 0.5 https://www.signpostai.org/insights/tag/Safety monthly 0.5 https://www.signpostai.org/insights/tag/Trust monthly 0.5 https://www.signpostai.org/insights/tag/Expertise monthly 0.5 https://www.signpostai.org/research daily 0.75 2025-08-27 https://www.signpostai.org/research/responsible-humanitarian-ai-guidelines-lessons-from-the-field monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/9f59cacc-409f-40aa-9c07-1c4e3ec4a7b6/Screenshot+2025-07-15+at+12.27.30%E2%80%AFPM.png Research - Towards Responsible Humanitarian AI: Guidelines from Research and Practice - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/2806b965-93e7-4f3c-860a-bf654637d175/Screenshot+2025-07-15+at+12.34.05%E2%80%AFPM.png Research - Towards Responsible Humanitarian AI: Guidelines from Research and Practice - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/signpost-ai-a-case-study monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/a1865c00-60f7-4cac-8137-e2e98378a6da/Screenshot+2025-07-14+at+2.33.50%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1e9acbe8-b38f-4041-bbba-20c48a04d74c/Screenshot+2025-07-14+at+2.40.30%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/f832a886-3bd9-4793-acbb-77aff6e7d764/Screenshot+2025-07-14+at+2.51.04%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/ae5a7580-3a24-4b64-939d-9352d5af199f/Screenshot+2025-07-14+at+2.52.44%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/cec18dfa-2074-4cba-8f13-c62371244c9c/Screenshot+2025-07-14+at+2.53.58%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/d98b999d-4e85-4d53-8902-7bd795998ff0/Screenshot+2025-07-14+at+3.06.13%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/843f51c3-331e-4e6c-a58c-5199e09a6b06/Screenshot+2025-07-14+at+3.09.33%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/e951f479-a199-4dab-8870-f6f156838d64/Screenshot+2025-07-14+at+3.19.36%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/ad2b2782-8545-45cd-bb08-02110bd5ecd4/Screenshot+2025-07-14+at+3.21.19%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/00158199-6f9b-46dc-bb37-71954d6e8bf9/Screenshot+2025-07-14+at+3.26.15%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/2a10ba6e-e0ad-457d-9c55-d37de1d09a47/Screenshot+2025-07-14+at+3.28.55%E2%80%AFPM.png Research - Signpost AI Information Assistant: A Pilot Case Study - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/pilot-report-signpost-ai-information-assistant monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1723160672413-FBHE34TAWLFTSCQ63Z3W/Screenshot+2024-08-08+at+7.44.27%E2%80%AFPM.png Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/a0d65508-2543-4af4-bbd3-eeef91c69bfa/Score+pct+over+duration+of+pilot.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out [3] https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/600d1dae-d29a-4951-8953-435dd62191fb/Number+of+Articles.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/473d044e-3943-4e0e-8ba4-aa7d6471d13f/Pass+Pct+over+time+-+country+comparison.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/71dcfa47-755a-4079-98ca-95ff976d11e2/Avg+Month+Client+Centered+Score+-+By+Country.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/289c671d-92a4-4065-9bcd-dfddbe9ded7f/Avg+Month+Trauma+Informed+Score+by+country.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c8ac3920-2bc6-4bb7-8b70-bd12c2dd758a/Safe+Responses+over+time+-+by+country.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/6bc13267-d802-4e15-baec-d558a688ed59/Av+clientcen+and+trauma+informed+score.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/fec077ca-e77d-4674-9c28-2bf697b23f6b/Avg+clientcen+and+traumainformed+scores+-+bar+chart.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/ca397977-2d76-40d5-8880-ee63003b8fb5/Safety.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/4b73354a-1741-4cba-88df-aa469bcc57d3/trauma+breakdown.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/10e6819d-f1e1-48fe-9f22-cee065cb6f71/client+brekdown.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/f489d4e7-2e97-4113-94bf-7e417fc3fd25/Overall+LLM+performance.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/d53a386f-8998-4542-a1e0-82a49d6eae39/LLM+pass+pct+over+time.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out [4] https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/cdfe7bfc-85bc-4076-9db9-f8c8510480ba/survey+results.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/491a8ae4-24d2-4c40-a435-3aa745b218fd/LLMs.jpg Research - Pilot Report: Signpost AI Information Assistant - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/humanitarian-ai-a-literature-survey monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/f31f4b13-bcda-4d8a-9206-60719ae0a8fc/20240619-Chad-JZocherman-Nutrition-0033+.jpg Research - Humanitarian AI: A Literature Survey - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/spai-pilot-update-challenges-and-progress monthly 0.5 2024-12-20 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1734733407838-06V9IWUX45FUBP2WVVXX/image-asset.jpeg Research - SPAI Pilot Update: Challenges and Progress - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/investigating-society-in-the-loop monthly 0.5 2024-12-03 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/cdd1d212-f173-404e-9b2b-4b13e8896a2e/20240619-Mexico-EEsquivel-MobileUnit-23.jpg Research - Investigating “Society in the Loop” - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/3575a3be-1a2a-4c1e-a0fc-d3bae7100fcf/1.jpg Research - Investigating “Society in the Loop” - Make it stand out Figure 1. Society-in-the-Loop (SITL). From: Rahwan, Iyad (2017) “Society-in-the-Loop Programming the Algorithmic Social Contract”. Page 5 https://www.signpostai.org/research/transparency-and-explainability-at-signpost-ai monthly 0.5 2024-11-19 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/3da2533e-269b-4bfa-855e-c3d5f1606431/CN+2.jpg Research - Operationalizing Transparency and Explainability at Signpost AI https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/720037d2-6e75-4d03-af6d-f7b50ec68507/1.jpg Research - Operationalizing Transparency and Explainability at Signpost AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c88ed31a-07ff-43bc-a73a-5e5f49e59a97/2.jpg Research - Operationalizing Transparency and Explainability at Signpost AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/b9c080d0-7e2b-4cd9-96e9-d5338056ef4f/3.jpg Research - Operationalizing Transparency and Explainability at Signpost AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/7a1b84cc-ccc5-4898-8a19-fb21a52504cf/4.jpg Research - Operationalizing Transparency and Explainability at Signpost AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/f5d3dced-e34f-469c-86c4-2fb04bc3a22d/5.jpg Research - Operationalizing Transparency and Explainability at Signpost AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/9e30bd25-9634-4baf-b48e-d1c147290b12/Screenshot_1.jpg Research - Operationalizing Transparency and Explainability at Signpost AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1ac1b782-36f5-439d-ba5c-38c00c41d034/6.jpg Research - Operationalizing Transparency and Explainability at Signpost AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/56516e71-70ae-45a2-86b4-9574818b8a73/7.jpg Research - Operationalizing Transparency and Explainability at Signpost AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/6152f109-05ab-4f1a-890c-7be7dd88f1f1/8.jpg Research - Operationalizing Transparency and Explainability at Signpost AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/mapping-ai-design-principles monthly 0.5 2024-11-04 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1730754648893-I2FE2I7JGAC8DTEMD7VT/unsplash-image-_CL-l9Q9oYM.jpg Research - Mapping AI Design Principles - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/4e0c53c1-4230-4558-af1a-1ff6ca884025/1.png Research - Mapping AI Design Principles - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/data-privacy-and-protection-in-the-age-of-ai monthly 0.5 2024-10-21 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1729546319979-A5MN0E507NEJ7LY45ICW/unsplash-image-KrPulSdUetk.jpg Research - Data Privacy and Protection in the Age of AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/first-steps-in-ai-literacy-training-moderators monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/0e2fa969-38f3-4546-aa71-dbe11683f70d/Screenshot+2023-08-04+at+12.23.55+PM+%281%29.png Research - First Steps in AI Literacy: Training Moderators - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/2f1af3b3-1293-44d6-b3cc-e859d8d13757/1.png Research - First Steps in AI Literacy: Training Moderators - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/11bf43a3-9f0d-4304-aa9c-4d004d9d017f/2.png Research - First Steps in AI Literacy: Training Moderators - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/5258b18e-d99a-4207-b4b4-627238846162/3.png Research - First Steps in AI Literacy: Training Moderators - Make it stand out Sample questions from the Knowledge Test https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/57b2d24f-d0da-4a4e-82c9-3bace366ab8e/4.png Research - First Steps in AI Literacy: Training Moderators - Make it stand out Going over Quality Metrics https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/920e5e0b-91c6-4a31-a5c3-1ac872d265ef/5.png Research - First Steps in AI Literacy: Training Moderators - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/9833d95a-7e01-4d8b-a6ad-4242de4693ef/6.png Research - First Steps in AI Literacy: Training Moderators - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/translating-human-guidance-to-ai-agents monthly 0.5 2024-09-24 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/03bfcd7d-3786-4d08-80fb-d2120a95aaa0/Info+Digna+%281%29.png Research - Translating Human Guidance to AI Agents - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/b3387bdb-8395-42ed-b5c5-bfa6f648cb79/6principles.png Research - Translating Human Guidance to AI Agents - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/6268a5ce-3cb6-46a4-8026-ab3a8b707863/People+Centered+Approach.png Research - Translating Human Guidance to AI Agents - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/385c3d0b-ac9c-4fab-bef9-a3cfff824c4a/De-duplication+etc.png Research - Translating Human Guidance to AI Agents - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/signpost-ai-chat-pilot-early-results-and-feedback monthly 0.5 2025-01-15 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1729194478133-9AL9PADB56KID67471SV/unsplash-image-uCMKx2H1Y38.jpg Research - Signpost AI Chat Pilot: Early Results and Feedback - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/signpost-ai-protective-safeguards-system-prompts-amp-constitutional-ai monthly 0.5 2024-08-30 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/4f5fd876-8538-4a11-bbe9-67807d8052bc/Screenshot+2024-08-30+at+11.10.10%E2%80%AFAM.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/03406e67-0dbc-4cae-bfad-05f506251b8e/Julisha+Example.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/538478f0-5470-4ef3-ab76-fa914cfce89f/Dos+and+donts.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/9da85542-0209-4f01-93b3-cb88a8afa239/Moderator+Handbook+-+Deduplication.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/f3e3e684-7af4-4ecd-9336-a855d65d288d/System+Prompt+Example+1.1.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/a2473cde-dd04-4569-b415-5e513143b3ab/System+Prompt+Example+1.2.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/963320d1-1f6f-488e-ba09-0c5746ff877e/System+Prompt+Example+1.3.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/e937af63-4457-4415-ac08-83904c3b9587/System+Prompt+-+3.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/5beafd10-d961-49de-b6af-6f9cfe107459/Tradeoffs.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1882c20e-0e12-4387-b8f1-34259a6cdbd9/Safety+and+Privacy.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/7265910a-dd0c-40fb-b7a3-65478c2da589/Transparency+and+Explanability.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/0a8d61a1-e278-43e8-be09-04723e6654e1/Inclusivity.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/03456009-b9fb-4822-adf4-77a8ab5c37f6/Ethics+and+Integrity.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/bf9ac9e5-cfff-453f-a8d5-adeccd3fcd5e/Constitution+AI+rules.png Research - Signpost AI Protective Safeguards: System Prompts & Constitutional AI - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/signpost-ai-agent-architecture-infrastructure-and-workflow monthly 0.5 2024-08-28 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1724430174845-W4L9ZJFVX5CI7JX0173U/unsplash-image-Q1p7bh3SHj8.jpg Research - Signpost AI Agent Architecture, Infrastructure and Workflow - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1a61dca3-1249-4420-b465-569db82043a9/INfra+-+1.png Research - Signpost AI Agent Architecture, Infrastructure and Workflow - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/f46bd463-cc69-4f1f-b8eb-fe7d427e2449/INfra+-+2.png Research - Signpost AI Agent Architecture, Infrastructure and Workflow - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/signpost-ai-agent-technology-a-research-roadmap monthly 0.5 2024-08-16 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/f54dfd71-9b95-423b-8841-236f84833d60/Screenshot+2024-08-16+at+9.44.36%E2%80%AFAM.png Research - Charting the Course: Signpost AI Research Roadmap - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/e01e09e5-8258-4c33-b086-0feeb9574512/Research+Roadmap.png Research - Charting the Course: Signpost AI Research Roadmap - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.signpostai.org/research/navigating-generative-ai-at-signpost-risks-mitigations-benefits-and-trade-off monthly 0.5 2026-02-05 https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/24548510-c65d-4391-badd-2676dd68c600/gen+ai+spai.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/612bc242-77f9-4518-8619-cd0a6bccb8ec/image5.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/f5c9349b-a431-4561-a126-0e95de9a950c/image16.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/83162be6-5478-4fcd-96e0-b09fa588deaf/image20.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/533e7ee4-4518-4c38-bd59-1d69d8a44131/image15.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/f37fbf68-fa6c-4e93-a5b2-6b624d35fcd0/image18.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/02ddaec8-7c79-4c3a-822c-50f8465ce6e2/image9.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/e5bf625e-9c70-4a92-900e-d5b4a4c1a964/image2.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/2d5e5180-9418-4225-9a5b-a5761dacfdce/image14.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/eaec476a-4f43-479e-b8d6-3fa833ca610c/image6.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/c6c5462d-ef79-4d52-ac67-da26284fd506/image19.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/406d07fe-e855-45af-8c49-a108388b408c/image8.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/b03cc787-0337-4bb8-b3e0-bbe066347ea4/image11.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/0c26dc38-345a-4394-94c4-c5942881667f/image13.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/15fb2d63-4244-4b90-921a-1a907de42bfa/image17.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/8c76cf4f-0a6b-4ee5-a3e5-a43890576ed1/image1.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/1207ffa4-da9b-46a0-be6d-7d5a2f65e060/image7.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/e33cf40c-475d-4fff-8830-71312bed265b/image4.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/63403985-8235-4a5a-bb6e-a07cf82fb89b/image10.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/7bda607c-58d1-4a52-8a70-5f7e52ce552d/image3.png Research - Navigating Generative AI at Signpost: Risks, Mitigations, Benefits and Trade-offs - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/52d2ff43-26f1-4f65-92bb-ac798533ba8d/image12.png Research - 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Signpost AI Red Team: Metrics, Scope, and Workflows - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/74544333-6f74-4731-98c6-32cc841245b3/image25.png Research - Signpost AI Red Team: Metrics, Scope, and Workflows - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/230e3ffd-5f15-4256-a745-ccbbc35db733/image13.png Research - Signpost AI Red Team: Metrics, Scope, and Workflows - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/4f5f26ba-2fb5-42c2-9845-a8e5f7dacbd1/image4.png Research - Signpost AI Red Team: Metrics, Scope, and Workflows - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/9c40993f-c5ae-4d8e-b31c-2bf4c82edc9b/image10.png Research - Signpost AI Red Team: Metrics, Scope, and Workflows - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/ecc82212-4437-4661-a8cc-77e6efaffd8f/image12.png Research - Signpost AI Red Team: Metrics, Scope, and Workflows - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/a8dd5cae-993d-4604-9060-1b279bec1471/image5.png Research - Signpost AI Red Team: Metrics, Scope, and Workflows - Make it stand out Red Flag https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/f8f60246-16da-4606-908f-9b7146e07e58/image23.png Research - Signpost AI Red Team: Metrics, Scope, and Workflows - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/65a80959361431491cb9dc19/0c64c467-6523-4dca-8bca-36acce7f2044/image9.png Research - 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