Carpeta: 30---Permanent/31-Concepts

01 may 2026

• permanent
• context-engineering
• prompt-engineering
• llm
• context-window
• rag
• memory
• tools
• system-prompt
• puma-core
• research
• agents
• architecture
• prompting
• planning
• agent-design
• information-retrieval

01 may 2026

• permanent
• mcp
• model-context-protocol
• anthropic
• tool-use
• agent-infrastructure
• jira
• github
• smart-pmo
• security
• puma-core
• research
• api
• architecture
• agentic-ai
• protocol
• standards
• ethics
• governance

01 may 2026

• permanent
• rlhf
• constitutional-ai
• rlaif
• ppo
• reward-model
• alignment
• ai-safety
• fine-tuning
• sft
• anthropic
• openai
• puma-core
• research
• training
• ethics
• llm
• models
• hitl

01 may 2026

• permanent
• transformer
• attention
• moe
• mixture-of-experts
• architecture
• deepseek
• mixtral
• llama
• scaling
• puma-core
• research
• llm
• models
• technical-reference
• self-attention
• feed-forward
• positional-encoding

01 may 2026

• permanent
• tree-of-thoughts
• tot
• deliberate-reasoning
• planning
• backtracking
• bfs
• dfs
• beam-search
• cot
• llm-reasoning
• puma-core
• research
• prompting
• agents
• reasoning
• issue-triage
• backlog-prioritisation

13 abr 2026

• permanent
• algorithmic-bias
• fairness
• ethics
• discrimination
• project-management
• ai-safety
• puma-core
• research
• hitl
• issue-triage
• effort-estimation
• accountability
• social-impact
• diversity

13 abr 2026

• permanent
• prompting
• costar
• self-consistency
• chain-of-thought
• few-shot
• zero-shot
• structured-output
• prompt-engineering
• puma-core
• research
• agents
• llm
• benchmark
• issue-triage
• effort-estimation
• architecture

13 abr 2026

• permanent
• sustainability
• carbon-footprint
• co2
• codecarbon
• green-ai
• energy
• emissions
• puma-core
• research
• ethics
• llm
• benchmark
• local-models
• experiment
• cloud-vs-local

13 abr 2026

• permanent
• evaluation
• metrics
• f1
• mae
• rmse
• spearman
• wilcoxon
• auc-roc
• bleu
• rouge
• perplexity
• co2
• inference-latency
• puma-core
• research
• benchmark
• statistics
• story-points
• issue-triage
• effort-estimation
• statistical-validation
• nlp
• sustainability

13 abr 2026

• permanent
• fine-tuning
• lora
• qlora
• quantization
• gguf
• ollama
• llm
• training
• puma-core
• research
• agents
• benchmark
• local-models
• effort-estimation
• issue-triage
• architecture

13 abr 2026

• permanent
• generative-agents
• memory-stream
• reflection
• planning
• agent-architecture
• llm
• simulation
• emergent-behavior
• puma-core
• research
• agents
• architecture
• multi-agent
• smart-pmo
• persistent-memory

13 abr 2026

• permanent
• hitl
• human-in-the-loop
• bounded-autonomy
• ai-safety
• ethics
• oversight
• control
• human-ai-collaboration
• puma-core
• research
• agents
• architecture
• project-management
• accountability
• alignment

13 abr 2026

• permanent
• llm
• models
• llama
• mistral
• phi
• gemma
• deepseek
• gpt4o
• claude
• qwen
• moe
• quantization
• ollama
• puma-core
• research
• benchmark
• effort-estimation
• issue-triage
• agents
• architecture

13 abr 2026

• permanent
• reflexion
• self-reflection
• agent
• llm
• verbal-reinforcement
• self-critique
• episodic-memory
• actor-evaluator
• puma-core
• research
• agents
• architecture
• benchmark
• coding
• issue-triage
• effort-estimation
• iterative-improvement

13 abr 2026

• permanent
• statistics
• wilcoxon
• bootstrap
• effect-size
• confidence-interval
• shapiro-wilk
• cohen-d
• non-parametric
• hypothesis-testing
• puma-core
• research
• evaluation
• benchmark
• effort-estimation
• story-points
• statistical-validation

13 abr 2026

• permanent
• uniqueness-trap
• flyvbjerg
• reference-class-forecasting
• planning-fallacy
• cognitive-bias
• project-management
• puma-core
• research
• effort-estimation
• story-points
• benchmark
• critical-thinking
• scope-creep
• cost-overrun

07 abr 2026

• permanent-note
• ai-science
• knowledge-generation
• puma
• agentic-science
• pec2
• academic-writing
• accuracy
• ai-scientist
• alphafold
• anthropic
• claude
• code-review
• critical-thinking
• gemini
• github
• gnome
• google
• gpt
• graphcast
• hypothesis
• llm
• materials-science
• metrics
• moc
• multi-agent
• notebooklm
• openai
• pec
• pipeline
• plasma-physics
• project-management
• protein-folding
• red-teaming
• reinforcement-learning
• research
• research-methodology
• research-tools
• scientific-knowledge
• smart-pmo
• weather-prediction

07 abr 2026

• permanent-note
• agentic-science
• robot-scientists
• ai-discovery
• puma
• academic-writing
• ai-science
• ai-scientist
• alphafold
• automation
• code-review
• github
• gnome
• hypothesis
• issue-triage
• llm
• materials-science
• moc
• multi-agent
• orchestration
• planning
• project-management
• protein-folding
• react
• reasoning
• reasoning-action
• research
• research-methodology
• smart-pmo
• sprint
• triage

07 abr 2026

• permanent-note
• puma
• agentic-science
• positioning
• lecun
• pec2
• academic-writing
• ai-ethics
• ai-science
• ai-scientist
• alphafold
• anthropic
• automation
• baseline
• claude
• code-review
• ethics
• evaluation
• github
• gnome
• graphcast
• hypothesis
• issue-triage
• jira
• literature-review
• llm
• materials-science
• moc
• multi-agent
• notebooklm
• orchestration
• pec
• project-management
• protein-folding
• research-methodology
• research-tools
• slr
• smart-pmo
• thesis
• triage
• weather-prediction
• workflow

06 abr 2026

• permanent-note
• reading
• cognition
• research-methodology
• mit-ai-lab
• keshav
• academic-writing
• ai-tools
• anthropic
• claude
• elicit
• gtd
• literature-review
• moc
• notebooklm
• para
• perplexity
• pipeline
• reading-method
• research
• research-tools
• slr
• wp316
• zettelkasten

06 abr 2026

• permanent-note
• llm
• local-inference
• reproducibility
• sustainability
• puma
• anthropic
• api
• benchmark
• carbon-footprint
• claude
• code-review
• critical-thinking
• effort-estimation
• embeddings
• falsifiability
• github
• gpt
• llama
• local-llm
• meta
• mistral
• moc
• ollama
• openai
• popper
• privacy
• project-management
• rag
• reasoning
• red-teaming
• retrieval
• software-engineering
• story-points
• vector-db

06 abr 2026

• permanent-note
• multi-agent
• architecture
• specialisation
• pm-agents
• masai
• metagpt
• artefact
• backlog
• baseline
• benchmark
• bmad
• critical-thinking
• dsr
• effort-estimation
• evaluation
• gpt
• human-in-the-loop
• hypothesis
• issue-triage
• llm
• moc
• openai
• orchestration
• planning
• project-management
• react
• reasoning
• reasoning-action
• red-teaming
• research-methodology
• sdd
• smart-pmo
• spec-driven-development
• story-points
• swe-bench
• triage

06 abr 2026

• permanent-note
• rag
• embeddings
• vector-database
• llm
• puma
• architecture
• chain-of-thought
• cot
• critical-thinking
• dataset
• effort-estimation
• few-shot
• fine-tuning
• issue-triage
• jira
• llama
• local-llm
• memory
• meta
• metrics
• moc
• nlp
• ollama
• pipeline
• precision-recall
• project-management
• react
• reasoning-action
• red-teaming
• retrieval
• story-points
• triage
• vector-db

06 abr 2026

• permanent-note
• react
• hallucination
• grounding
• agent-pattern
• reasoning
• api
• chain-of-thought
• cot
• effort-estimation
• embeddings
• few-shot
• hypothesis
• issue-triage
• llm
• metrics
• moc
• multi-agent
• precision-recall
• project-management
• rag
• reasoning-action
• research-methodology
• retrieval
• story-points
• triage
• vector-db
• zettelkasten

06 abr 2026

• permanent-note
• tool-selection
• reproducibility
• local-inference
• puma-design
• api
• architecture
• autogen
• code-review
• effort-estimation
• embeddings
• github
• gpt
• langgraph
• llama
• llm
• lm-studio
• local-llm
• meta
• metrics
• mistral
• moc
• ollama
• openai
• precision-recall
• pydantic
• python
• rag
• retrieval
• story-points
• vector-db

01 mar 2026

• permanent
• concept
• prompting
• cot
• reasoning
• llm
• academic-writing
• api
• baseline
• bias
• chain-of-thought
• dashboard
• dataset
• effort-estimation
• ethics
• evaluation
• few-shot
• hypothesis
• issue-triage
• jira
• llama
• meta
• metrics
• mistral
• moc
• permanent-note
• precision-recall
• project-management
• rcoif
• react
• reasoning-action
• research
• research-methodology
• story-points
• tawos
• template
• triage
• zero-shot
• zettelkasten

01 mar 2026

• permanent
• concept
• triage
• project-management
• jira
• priority
• classification
• academic-writing
• agile
• automation
• baseline
• bias
• chain-of-thought
• code-review
• cot
• critical-thinking
• dataset
• effort-estimation
• ethics
• evaluation
• few-shot
• github
• glossary
• gpt
• hypothesis
• ict
• issue-triage
• llm
• metrics
• moc
• openai
• permanent-note
• planning
• precision-recall
• red-teaming
• research
• research-methodology
• security
• software-engineering
• sprint
• story-points
• tawos

01 mar 2026

• permanent
• concept
• llm-agents
• agents
• orchestration
• ai-ethics
• ami
• anthropic
• api
• architecture
• artefact
• baseline
• bias
• chain-of-thought
• claude
• code-review
• cot
• crewai
• critical-thinking
• data-formats
• dataset
• dev-tools
• devops
• docker
• drca
• dsr
• effort-estimation
• ethics
• evaluation
• few-shot
• github
• hypothesis
• iipr
• issue-triage
• jira
• json
• langgraph
• llama
• llm
• local-llm
• memory
• meta
• mistral
• moc
• multi-agent
• ollama
• opencode
• permanent-note
• planning
• project-management
• prompt-engineering
• prompting
• python
• rag
• rcoif
• reasoning
• red-teaming
• research-methodology
• retrieval
• software-engineering
• story-points
• tawos
• tool-use
• triage
• validity
• zero-shot
• zettelkasten

01 mar 2026

• readme
• concepts
• zettelkasten
• permanent
• agile
• backlog
• chain-of-thought
• cot
• few-shot
• issue-triage
• llm
• project-management
• rag
• retrieval
• sprint
• template
• triage