Application map · explore the portfolio
One portfolio. Focused applications.
Ten core learning applications, three standalone labs, two horizon bridges, and one long-term horizon. The three-letter code is the permanent key between each application, repository, and aserdargun.com subdomain.
| Code | Application | Repository | Address |
|---|---|---|---|
aia | AI Ecosystem AtlasAn evidence-backed research console for comparing AI products and developer ecosystems.Current
Evidence & related knowledge | aia-aserdargun-com opens in a new tab | aia.aserdargun.com opens in a new tab |
llm | LLM Runtime & Serving AtlasA source-backed field guide to LLM runtimes and serving engines across seven architectural layers, with an interactive learning layer.Current
Evidence & related knowledge | llm-aserdargun-com opens in a new tab | llm.aserdargun.com opens in a new tab |
hns | Harness Engineering ObservatoryA bilingual, source-backed observatory for comparing the harnesses, runtimes, orchestration, execution, verification, and observability layers that turn model capability into reliable agent systems.Current
Evidence & related knowledge | hns-aserdargun-com opens in a new tab | hns.aserdargun.com opens in a new tab |
sec | AI Systems Security ObservatoryA bilingual, evidence-aware observatory for tracing AI-agent trust from model intent through identity, authorization, constrained action, audit, and incident recovery.Current
Evidence & related knowledge | sec-aserdargun-com opens in a new tab | sec.aserdargun.com opens in a new tab |
ctx | Context & Knowledge EngineeringA bilingual, source-backed field guide to the information system that runs before a model answers, from ingestion and retrieval through citation, caching, and memory.Current
Evidence & related knowledge | ctx-aserdargun-com opens in a new tab | ctx.aserdargun.com opens in a new tab |
evl | AI Evaluation & Reliability LabA bilingual, evidence-aware workbench for evaluation contracts and deterministic AI release decisions across output, trajectory, outcome, robustness, safety, and operations.Current
Evidence & related knowledge | evl-aserdargun-com opens in a new tab | evl.aserdargun.com opens in a new tab |
usl | Unsloth Studio Learning AtlasA bilingual, evidence-aware learning atlas for Unsloth Studio, LoRA, QLoRA, dataset engineering, evaluation, and local model deployment.Current
Evidence & related knowledge | usl-aserdargun-com opens in a new tab | usl.aserdargun.com opens in a new tab |
gpu | GPU Kernel Engineering — Kernel AtlasA bilingual 12-week interactive atlas for CUDA, Triton, GPU memory, LLM operators, correctness, profiling, inference, and multi-GPU systems.Current
Evidence & related knowledge | gpu-aserdargun-com opens in a new tab | gpu.aserdargun.com opens in a new tab |
cld | Cloud Provider Cost ComparisonA source-backed decision tool comparing pre-tax USD costs for cloud services available from Türkiye.Current
Evidence & related knowledge | cld-aserdargun-com opens in a new tab | cld.aserdargun.com opens in a new tab |
lcl | Local Compute LabA source-backed decision workbench matching open-weight model requirements with NVIDIA, AMD, and Apple devices for a local AI lab.Current
Evidence & related knowledge | lcl-aserdargun-com opens in a new tab | lcl.aserdargun.com opens in a new tab |
wfm | World Models AtlasA living research atlas tracing how world models connect perception, prediction, planning, and action through primary sources.Current
Evidence & related knowledge | wfm-aserdargun-com opens in a new tab | wfm.aserdargun.com opens in a new tab |
swi | SWI — Swarm IntelligenceA bilingual research platform connecting biological mechanisms, source-backed studies, and agent experiment recipes. ANT and BEE extend its collective-intelligence research into interactive colony laboratories.Current
Evidence & related knowledge | swi-aserdargun-com opens in a new tab | swi.aserdargun.com opens in a new tab |
ant | ANT — Ant Colony Intelligence LaboratoryA colony experiment lab within SWI’s research family. Explore how local rules, pheromone trails, evaporation, and exploration produce collective foraging through reproducible simulations.Current
Evidence & related knowledgeGuiding questionHow does a colony find a shared trail without a central plan? | ant-aserdargun-com opens in a new tab | ant.aserdargun.com opens in a new tab |
bee | BEE — Honey Bee Collective Intelligence LaboratoryA colony experiment lab within SWI’s research family. Study honey bee discovery, waggle-dance recruitment, and resource allocation, including a paired control colony with dance communication disabled.Current
Evidence & related knowledgeGuiding questionHow does dance communication change a colony’s foraging choices? | bee-aserdargun-com opens in a new tab | bee.aserdargun.com opens in a new tab |
itl | Industrial Twin LabA public research publication and deterministic concept demonstrator for isolated, reproducible industrial machine-intelligence experiments in digital twins.Current
Evidence & related knowledge | itl-aserdargun-com opens in a new tab | itl.aserdargun.com opens in a new tab |
eng | Open Humanoid EngineeringA live manifesto for project-based, AI-native humanoid engineering education and the long-term embodied horizon the learning system serves.Current
Evidence & related knowledge | eng-aserdargun-com opens in a new tab | eng.aserdargun.com opens in a new tab |
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