Eva Lothian

@rhalin.bsky.social

103 Followers 57 Following

Architect | C#, React Native, Typescript, Node.js | Azure | Product | Cognitive AI Integrative Social Scientist, PhD | Trust, Group Dynamics, Digital Spaces she/her 🏳️‍⚧️ #OpenToWork https://github.com/jmlothian https://www.linkedin.com/in/lothian

Corpus analysis progress box showing 1331 docs staged pending release analysis and roughly 9 days of processing for that.
Liminalis model selection screen showing 7 roles - analysis, reply, retrieval scaffolding, critique/revise, summarization, extraction, narration support. Along the side are different LLM selected (gpt 5.4 mini and Qwen)
Failed to create record because the disk is full
Bart chart showing two reaaaly tall bars next to a lil one highlighted showing $0.81
Project settings screen showing selection of lenses available - novel, campaign, legislation.
Context window viewer showing the current context window usage, estimated use next turn, specific documents and reason for inclusion, as well as any folder notes attached.
Liminalis - main UI view. Lefthand side shows a treeview with different document types, center shows a chat in progress and the planning steps for retrieval, right hand shows the reverse index.
Liminalis analysis of LGBT legislation, semantic similarity analysis of bills, family listed as "These bills all regulate school athletics by defining eligibility for teams and events based on sex at birth or “biological sex,” rather than gender identity. They use the same basic mechanism: require sports to be designated male, female, or coed, then restrict participation on female teams to students classified as female, while generally allowing female students to join male teams if no girls’ team exists. The Tennessee 2023 bill is narrower than the others because it focuses on private schools and TSSAA-linked interscholastic sports, while the Tennessee 2021 and New Hampshire 2025 bills apply more broadly to public-school athletics and add related provisions like locker rooms or enforcement."
Cognitive map of Aislinn's working memory and associated connections between memories. Each node represents a chunk in memory. This graph shows the memories shes made related to her self concept, depth 3 nodes away.
Cognitive map of Aislinn's working memory and associated connections between memories. Each node represents a chunk in memory. This graph shows the memories shes made related to reading Alice in Wonderland. Her self-concept network is on the right as well.
Cognitive map of Aislinn's working memory and associated connections between memories. Each node represents a chunk in memory. This graph shows the memories shes made related to reading Alice in Wonderland.
Cognitive map of Aislinn's working memory and associated connections between memories. Each node represents a chunk in memory. Its turning into quite the spiderweb.
screenshot of a node graph, showing a bunch of nodes (memories) connected by lines that are labeled by relationships between them. Its very busy.
Diagram model of Trust, showing how it breaks down into cognitive, temporal, contextual, and historic factors, recursively.
Node graph showing memories as nodes linked by associations. There are three different graphs - a large graph that is the ongoing reply/response linked to the conversation, and two smaller topics from earlier in the conversation that are still active in memory.
RAINA Aislinn Screenshot Environment Internal Raina.ExpertiseLevel: Raina.EngagementLevel: Rhaliana.Emotion: Al Assistant with general and technical knowledge High curious and positive Social Rhaliana.UserRole: Rhaliana.Emotion: Conversation Tone: Developer Curious and Positive Casual and Focused Task PrimaryActivity: DomainFocus: ConversationGoal: Progress: Temporal ConversationPhase: TimeOfDay: DayOfWeek: Resource Debugging and Discussion TypeScript and Star Trek Troubleshooting and casual chat Making progress on debug logs Wrap-Up Afternoon to Evening Friday ToolsDiscussed: TypeScript, Markdown Communication Quote: Rhaliana: I think we should switch topics and discuss Star Trek Information Topic: Star Trek discussion
RAINA screenshot showing entities she's detected and classified herself as "entity.phsyical.living.human"
Screenshot of RAINA Aislinn UI showing "extracted entities" listing "bug fix" as "entity.event.action" and "ya" as "entity.physical.living.human"
Bluesky English language community graph, in variations of pinks and blues. Clusters of various size bubbles floating around an amorphous circle.
Bluesky Account Suspended page
blown up node graphs highlighting some of the connections the user is making.
Node graph of bluesky users grouped by interactions communities. Katie of team bzky is heighlighted, and a few of her connections - many of which are clustered tightly around her.
Node graph of some of bluesky's overlapping communities. Lots of colorful dots that look like of like a semi-organized galaxy, each representing a subset of users.
Uhhh... view of white cloudy swirly ring from 30 degrees, a jet of bluish cloudy energy somethin or other shoots up towards the sky from an amorphous mass of blue orby things flowing from the inside.
Pie chart for user engagement, mostly Passive, with a sliver of folks who are both active and passive, and a smaller sliver of just active.
Pie chart and table showing Interaction Distribution ❤️ Like 3,937,720 82.3% 4.8 🔄 Repost 533,106 11.1% 0.7 🔁 Quote 36,406 0.8% 0.0 💬 Reply 74,903 1.6% 0.1
Bluesky Interaction Analytics Social Network Analysis Dashboard Generated on 5/27/2025, 3:13:57 PM Overview Statistics 818,775 Total Users 4,785,357 Total Interactions 3,475,611 Total Connections 5.8 Avg Interactions/User
Screenshot of a linux directory listing showing a 43GB file.
-- User Engagement Breakdown Active Interactors (replies/quotes): 8321 (4%) Passive Interactors (likes/reposts): 126110 (58%) Highly Engaged (both active+passive): 7018 (3%) Content-Only Users: 89729 (41%)
7. Samuel (@samuel.bsky.team) https://bsky.app/profile/did:plc:p2cp5gopk7mgjegy6wadk3ep Total Activities: 689 Active Interactions: 5 | Unique Connections: 19 Last Active: 4:07:05 PM Passive: 23
"did": "did:plc:3eatnvb2dim417fiwln5wow6", "reason": "content-producer", "detectedAt": 1748256847968, "profile": { "did": "did:plc:3eatnvb2dim417fiwln5wow6", "handle": "dailybunnies.bsky. social", "displayName": "daily bunnies "followerCount": 62784, "followsCount": 0, "labels": [], "lastUpdated": 1748202761093
Console output showing: "Total/sec : 234.72, 'Total events': 5852, Interval: '24.93s'
=== COMPREHENSIVE ACTIVITY STATS === lil Total Active Users: 8027 Total Connections: 5259 Total Interactions: 6772 --- User Engagement Breakdown --- C Active Interactors (replies/quotes): 1373 (17%) Passive Interactors (likes/reposts): 2355 (29%) + Highly Engaged (both active+passive): 188 (2%) | Content-Only Users: 4487 (56%) --- Interaction Type Distribution --- Replies: 2590 Quotes: 200 Likes: 0 Reposts: 3982 - Memory & Performance - Memory Usage: 26.04 MB @ Activity Window: 16 minutes / Inactivity Threshold: 16 minutes === TOP ACTIVE INTERACTORS === 1. Katie Tightpussy, Editor-In-Chief (@katie.bzky.team) https://bsky.app/profile/did:plc:ywbm3iywnhzep3ckt6efhoh7 Total Activities: 26 Active Interactions: 9 | C Unique Connections: 6 Last Active: 1:22:55 AM 2. Unassuming Local Guy (@bionicslingshot.bsky.social) https://bsky.app/profile/did:plc:hjfeoazwa4hszmev2k5plckb Total Activities: 20 Active Interactions: 9 | C Unique Connections: 9 Last Active: 1:21:49 AM Passive: 0 Passive: 0
=== COMPREHENSIVE ACTIVITY STATS === Total Active Users: 14610 Total Connections: 10783 Total Interactions: 13840 --- User Engagement Breakdown Active Interactors (replies/quotes): 3089 (21%) Passive Interactors (likes/reposts): 4325 (30%) + Highly Engaged (both active+passive): 501 (3%) | Content-Only Users: 7697 (53%) --- Interaction Type Distribution Replies: 5786 Quotes: 490 Likes: 0 Reposts: 7564 --- Memory & Performance Memory Usage: 31.48 MB Activity Window: 5 minutes Inactivity Threshold: 10 minutes
=== Activity Stats === Active Users: 41946 Users with Interactions: 22300 Total Connections: 23153 Interaction Rate: 53% --- Top Active Users --- 1. https://bsky.app/profile/did:plc:mfrcz3kv7bsth54bkyrridp5/ - 115 activities (interactive) 2. https://bsky.app/profile/did:plc:ahcborosqrfchi3iiyhoixch/ - 75 activities (interactive) 3. https://bsky.app/profile/did:plc:dwaduijo6ngdgzmir5vovzrh/ - 65 activities (interactive) 4. https://bsky.app/profile/did:plc:7umvpuxe2vbrc3zrzuquzniu/ - 62 activities (interactive) 5. https://bsky.app/profile/did:plc:x4qyokjtdzgl7gmqhsw4ajqj/ - 51 activities (interactive) 6. https://bsky.app/profile/did:plc:rjcqo6bkgdrkneziupjty7xm/ - 50 activities (interactive) 7. https://bsky.app/profile/did:plc:e3cyxeqboiqsybc3u6wvzysz/ - 48 activities (interactive) 8. https://bsky.app/profile/did:plc:xuotk5nxqcwssa6gtuo3byzh/ - 45 activities (interactive) 9. https://bsky.app/profile/did:plc:m4iv7aguerjav5w7wrd57el6/ - 44 activities (interactive) 10. https://bsky.app/profile/did:plc:4p2civbp5qvabihjsxaquen2/ - 40 activities (interactive) 11. https://bsky.app/profile/did:plc:kphswifq4jemzu4beupjav6p/ - 39 activities (interactive) --- Top Connected Users --- 1. https://bsky.app/profile/did:plc:m4iv7aguerjav5w7wrd57el6/ - 42 connections 2. https://bsky.app/profile/did:plc:2oa3t2z2na4zzyc7t455uwtf/ - 30 connections 3. https://bsky.app/profile/did:plc:ecpaxm553okgh65ountlauen/ - 27 connections 4. https://bsky.app/profile/did:plc:v3aosce3a5gule5aef27s5r3/ - 25 connections 5. https://bsky.app/profile/did:plc:x6rj5jwy37pp75nfu65b7sbw/ - 25 connections 6. https://bsky.app/profile/did:plc:plpviiolyyfxmopm6cqloy2b/ - 25 connections 7. https://bsky.app/profile/did:plc:k57okn6rxrt75nouyaozs5gv/ - 21 connections 8. https://bsky.app/profile/did:plc:menziagft2jyzfefooeoqjuj/ - 21 connections 9. https://bsky.app/profile/did:plc:43xgvx2pqzzn47tbdaiofiir/ - 19 connections
profile 367047 BLOCKS_DIRECTLY 331586 FOLLOWS 21795513
""" AT Protocol OAuth Handlers This module implements the web request handlers for OAuth authentication with AT Protocol. It provides endpoints for initiating authentication, handling callbacks from the AT Protocol authorization server, refreshing tokens, and debugging authentication information. OAuth Flow with AT Protocol: 1. User enters their handle/DID in the login form 2. Application initiates OAuth flow by redirecting to AT Protocol authorization server 3. User authenticates with their AT Protocol PDS (Personal Data Server) 4. PDS redirects back to the application with an authorization code 5. Application exchanges the code for access and refresh tokens 6. Application stores tokens and returns an auth token to the client 7. Tokens are refreshed before they expire The handlers in this module provide the following endpoints: - GET /auth/atproto - Login form for entering AT Protocol handle/DID - POST /auth/atproto - Submit login form to initiate OAuth flow - GET /auth/atproto/callback - OAuth callback from AT Protocol authorization server - GET /auth/atproto/refresh - Manually refresh tokens - GET /auth/atproto/debug - Display debug information about authentication - GET /.well-known/jwks.json - JWKS endpoint for key verification - GET /auth/atproto/client-metadata.json - OAuth client metadata """
Moderation dashboard screenshot, showing intercoder reliability assessments on moderation labels.
A very busy node graph showing multiple types of connections overlapping representing labels, block lists, starter packs, and followings.
Visualization showing users as nodes. Each node is colored to represent its aggregated trust value, and a line is drawn to show the path of highest trust from Rhalin to Urbanddesign. It has an analysis of the path showing in text the same thing.