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Etiqueta: permanent
30 artículos con esta etiqueta.
01 may 2026
Context Engineering — Designing the LLM Context Window as a System
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
MCP — Model Context Protocol: Architecture, Security, and PUMA Integration
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
RLHF and Constitutional AI — LLM Alignment Training Paradigms
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
Transformer Architecture and Mixture of Experts — Technical Reference for PUMA Models
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
Tree of Thoughts — Deliberate Multi-Path Reasoning for LLMs
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
01 may 2026
Knowledge Coverage Report — PUMA Vault Expansion (April 2026)
report
knowledge-coverage
vault-expansion
literature-review
gaps
puma-core
research
zettelkasten
bibliography
moc
permanent
literature-note
keshav
14 abr 2026
Marco Veritas — AI Transparency and Academic Integrity Framework
permanent
framework
veritas
marco-veritas
ai-transparency
academic-integrity
ethics
prisma-traice
proactive-disclosure
hallucination-detection
ai-use-log
puma-core
research
methodology
accountability
open-science
13 abr 2026
Algorithmic Bias in AI-Assisted Project Management
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
Prompting Frameworks — CO-STAR, Self-Consistency, and Structured Prompting
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
Computational Sustainability — Carbon Footprint of LLM Experiments
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
Evaluation Metrics — Comprehensive Reference for PUMA
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
Fine-Tuning LLMs — LoRA, QLoRA, GGUF Quantization, and PUMA Considerations
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
Generative Agents — Memory Stream, Reflection, and Planning Architecture
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
Human-in-the-Loop (HITL) and Bounded Autonomy for AI Agents
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
LLM Models Used in PUMA — Technical Reference
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
Reflexion — Verbal Self-Reflection for Agent Self-Improvement
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
Statistical Validation — Wilcoxon, Bootstrap, Effect Size, and CI for PUMA
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
The Uniqueness Trap — Why PM Estimation Fails and How PUMA Fixes It
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
01 abr 2026
LLM Wiki
permanent
method
dsr
research-paradigm
hevner
peffers
academic-writing
ai-tools
anthropic
architecture
artefact
bdd
benchmark
bias
carbon-footprint
claude
code-review
codecarbon
cornell-notes
dataset
effort-estimation
elicit
ethics
finer
github
ict
issue-triage
jira
literature-review
llm
local-llm
metrics
moc
non-parametric
note-taking
ollama
permanent-note
perplexity
pipeline
precision-recall
prisma
project-management
quantitative-research
research
research-methodology
research-tools
sdd
semantic-scholar
slr
software-engineering
spec-driven-development
statistics
story-points
sustainability
tawos
triage
validity
wilcoxon
workflow
llm-wiki
01 mar 2026
Chain-of-Thought (CoT) Prompting
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
Issue Triage in Software Project Management
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
LLM Agents — Definition and Taxonomy
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
🧠 Concepts — Zettelkasten Guide
readme
concepts
zettelkasten
permanent
agile
backlog
chain-of-thought
cot
few-shot
issue-triage
llm
project-management
rag
retrieval
sprint
template
triage
01 mar 2026
Design Science Research (DSR)
permanent
method
dsr
research-paradigm
hevner
peffers
academic-writing
ai-tools
anthropic
architecture
artefact
bdd
benchmark
bias
carbon-footprint
claude
code-review
codecarbon
cornell-notes
dataset
effort-estimation
elicit
ethics
finer
github
ict
issue-triage
jira
literature-review
llm
local-llm
metrics
moc
non-parametric
note-taking
ollama
permanent-note
perplexity
pipeline
precision-recall
prisma
project-management
quantitative-research
research
research-methodology
research-tools
sdd
semantic-scholar
slr
software-engineering
spec-driven-development
statistics
story-points
sustainability
tawos
triage
validity
wilcoxon
workflow
01 mar 2026
Methods: Wilcoxon · FINER · Cornell
permanent
method
wilcoxon
statistics
finer
cornell
research-quality
academic-writing
ai-tools
anthropic
baseline
benchmark
bias
carbon-footprint
chain-of-thought
claude
code-review
codecarbon
contextual-anchoring
cornell-notes
cot
dsr
effect-size
egi
elicit
ethics
evaluation
fairness
falsifiability
github
human-in-the-loop
hypothesis
ict
iipr
issue-triage
literature-review
llm
metrics
non-parametric
note-taking
obsidian
permanent-note
perplexity
pipeline
popper
precision-recall
prisma
privacy
project-management
prompting
python
rcoif
reasoning
research
research-methodology
research-tools
slr
software-engineering
sustainability
template
transformer
triage
vault
zotero
01 mar 2026
AMI — Autodiagnóstico y Mejora Iterativa
permanent
framework
prompting
ami
iteration
self-improvement
academic-writing
anthropic
claude
drca
falsifiability
hypothesis
iipr
issue-triage
literature-review
llm
local-llm
ollama
permanent-note
popper
prompt-engineering
rcoif
research
research-methodology
sdd
slr
spec-driven-development
template
triage
validity
zettelkasten
01 mar 2026
EGI — Exploración Guiada Interactiva (Guided Interactive Exploration)
permanent
framework
prompting
egi
exploration
methodology
academic-writing
ami
anthropic
claude
llm
permanent-note
project-management
rcoif
thesis
01 mar 2026
RCOIF — Role·Context·Objective·Instructions·Format
permanent
framework
prompting
rcoif
rcof
methodology
accuracy
ai-tools
ami
anthropic
benchmark
chain-of-thought
claude
code-review
cot
dataset
drca
egi
github
hypothesis
iipr
issue-triage
llm
local-llm
metrics
moc
ollama
one-shot
permanent-note
perplexity
reasoning
research-methodology
software-engineering
template
triage
zero-shot
01 mar 2026
Spec-Driven Development (SDD) + BDD + BMAD
permanent
framework
sdd
bdd
tdd
bmad
specification
engineering
anthropic
architecture
artefact
carbon-footprint
claude
code-review
codecarbon
critical-thinking
data-formats
dataset
dev-tools
dsr
effort-estimation
few-shot
github
ide
issue-triage
jira
json
literature-review
local-llm
metrics
multi-agent
ollama
openspec
permanent-note
precision-recall
prompt-engineering
prompting
rcoif
reasoning
red-teaming
research-methodology
slr
spec-driven-development
spec-kit
story-points
sustainability
template
triage
workflow
01 mar 2026
📊 Results — Stage 1 Triage Summary
permanent
results
triage
stage1
f1-macro
h1
puma
baseline
code-review
effect-size
effort-estimation
evaluation
github
issue-triage
metrics
non-parametric
permanent-note
precision-recall
statistics
story-points
wilcoxon