View Posts By:
Richard Maltzman
Dave Shirley
Recent Posts
Saving the Sahel (Part 1)
You Can't Get They-ah From Hee-yah
Floating an idea into reality: the other side of the AI Project Paradox
The Environment of the Built Environment: an AI Paradox
Is plastic on your mind?
Categories
6th,
6th Edfition,
6th Edition PMBOK,
7th Edition,
7th Edition PMBOK,
8th Edition PMBOK,
8th Edition PMBOK Guide,
Activism,
actuarial,
actuary,
adapt,
addition by subtraction,
Africa,
africa,
agriculture,
airforce,
ajaita,
Alaska,
amazon,
analogous,
analytics,
ancient,
and more power,
antarctica,
anti-science,
apple,
apps,
architecture,
arctic,
arrakis,
Artificial Intelligence,
asch paradigm,
Assistant,
asthma,
astronomy,
automobile,
automotive,
autonomous cars,
b,
bankhar,
Banksy Crypto,
basalt,
baseball,
bats,
batter,
beauty products,
benefit,
benefits,
Benefits Realization,
beyond epica,
biases,
bicycle,
big data,
big dfata,
big dig,
bike,
biodiversity,
biomedicine,
birdhouse,
blockchain,
blood,
blue blood,
blue trees,
bluefin,
bluefin tuna,
book review,
boston,
boston university,
Boyce,
Brazil,
brazil,
Breakdown Structures,
BS,
building,
buildings,
built environment,
built environment,
bumblebee,
cake,
capacitor,
car,
Carbon,
carbon,
carbon capture,
carbon negative,
carbon neutral,
carbon pool,
carbon sequestration,
carbonate,
careers,
CEO,
ChatGPT,
chatGPT,
chatgpt,
chatgpt,
chess,
China,
china,
chopsticks,
citrus,
cli-fi,
climate,
climate change,
climate resilience,
climeworks,
Clumsy,
CO2,
co2,
CO2 Utilization,
coalition,
cobalt,
coffee pods,
cognition,
cognitive,
Collabortion,
colombia,
concrete,
Conflict,
construction 5.0,
cool projects xyloscope,
cooling,
coral,
corn,
cost of good quality,
cost of poor quality,
cost of quality,
crazy,
criticism of project management,
cryptocurrency,
CSR,
csr,
data,
data analytics,
data privacy,
datacenter,
dataset,
death spiral,
Decision Making,
decomposition,
Defense and Climate,
definition of a project,
deforestation,
dependencies,
dependency,
desert,
DIKW,
dikw,
dimopoulos,
disposal,
dna,
DOD,
dogs,
dolphins,
dream,
drilling,
drink,
dune,
dune,
dutch,
early start,
earth,
eatlocal,
eco-tourism,
ecological,
economic,
economics,
EKC,
electric grid,
electricity,
electronics,
elysis,
embodied carbon,
emerging technologies,
empower,
Energy,
energy efficiency,
environmental degradation,
escalate,
escalation,
ESG,
extreme weather,
fallacy,
FARC,
farming,
finance,
fish,
fish brains,
fishing,
fix,
fixing the earth,
flint water,
Flint Water Supply,
flood,
flooding,
Food supply chain,
food waste,
forest,
forest for the trees,
forestation,
forrestgump,
frank herbert,
Fruitcake,
fungus,
fusion,
Galvao,
garage,
gas,
gasoline,
geese,
gender equality,
gender partnerships,
generational differences,
Generative AI,
gladwell,
gold,
Goodness,
google,
Government,
GPT,
great pacific garbage patch,
green,
green building,
green buildings,
green energy,
green iguana,
green project,
green project management,
greening,
guest post,
gyre,
harkonnen,
Harvesting Benefits,
hawasina,
hedgehogs,
heursitics,
historical data,
hlb,
holitsic,
holland,
horseshoe crab,
human-caused climate change,
hydrogen,
hydrology,
ice,
iceland,
ignition,
iguana,
imagery,
impact,
india,
inequality,
information,
initiatives,
injection,
insurance,
intelligence,
interacting risk,
internal combustion engine,
invasive species,
investment,
isomer,
issue escalation,
issues,
ITER,
jobs,
Jupiter,
justification,
kids,
kill point,
knowledge,
koch brothers,
Kuznets,
laboratory,
LAL,
landscape mode,
lapampa,
launch,
LCA,
Leadership,
Leadership,
life cycle analyses,
life cycle analysis,
lifecycle,
Linkedin,
liquid,
lizard,
local,
long term,
long-term,
long-term thinking,
look up,
loud,
maintenance,
maker,
makermovement,
malcolm gladwell,
management,
marathon,
marine biology,
market,
mars,
Martin Luther King,
mean,
megawatt,
MeHg,
melting,
mercury,
metal,
Microgrid,
microplastics,
migration,
military,
millennial,
mindset,
minerals,
mission,
mitigate,
MLK,
mongolia,
museum,
museum of london,
nature,
nematodes,
net gain,
Net Project Success Score,
net zero,
netherlands,
network,
New book,
New Jersey,
New Practitioners,
new york,
NFT,
nitrogen,
noise,
noreaster,
norway,
nova,
NPSS,
NREL,
ocean,
ocean cleanup,
ocean life,
oil rig,
oil rigs,
oklahoma,
oman,
only murders in the building,
opportunity,
overall risk,
oxygen,
packaging,
pareto,
PBS,
permafrost,
persistence,
peru,
Pharmaceutical,
planet,
planet.com,
planning,
plant,
plasma,
plastic,
playground,
pm,
pm education,
pmbok,
pmbok guide,
pmnetwork,
PMXPO-2018,
podcast,
pollutants,
pollution,
poop,
poor,
portfolio,
power,
power skills,
privacy,
privacy concerns,
professors,
program,
Program Management,
project,
project leader,
project leadership,
project management,
project management 3.0,
project on fire,
project progress,
Project Success,
project success,
projecticity,
projectleadership,
projectmanagement,
projects,
psychology,
pulse of the profession,
purple bacteria,
purpose,
quiet,
rainforest,
rationale,
reef,
refugees,
renewable,
renewables,
Repair,
repair,
repeatable process,
repeatable processes,
repurpose,
research,
resource breakdown strucuture,
Resource Management,
reversing climate change,
revisionist history,
rich,
rigs2reefs,
ripe,
risk,
risk avoidance,
Risk Management,
risk mitigation,
risk response,
risk responses,
river,
robots,
rocks,
rules of thumb,
rural,
rural India,
russia,
Sarcasm/Irony,
satellite,
saudi,
schedule,
sci-fi,
Science,
science,
science-fiction,
scientific american,
screaming monkeys,
sea,
sea life,
Sea-Level Rise,
sea-level rise,
seagreens,
seawall,
seawater,
seawater temperature,
seaweed. beat;es. farming,
secondary risk,
selena gomez,
sequestration,
shipping,
skyscraper,
SLR,
smart cities,
smart city,
smelting,
social,
social pressure,
soil,
solar,
solar panels,
solar perovkites,
solar saheli,
sonic,
sponge cities,
SRI,
stage-gate,
stagegate,
stakeholder,
stakeholder management,
steward,
stewardship,
storage,
strategy,
stupid,
success,
suffer,
sulphur,
sunk cost,
supercapacitor,
supply chain,
survey,
Sustainability,
sustainability,
Sustainable Investing,
Sustainable Tourism,
sybiosis,
symbiosis,
system 03,
TBL,
temperature,
terraform,
terraforming,
test,
threat,
threats,
totem,
touchscreen,
tour,
tower,
Trains,
transparency,
transportation,
trash,
tree,
tree species,
trees,
trillion,
triple bottom line,
triple constraint,
truth to power,
UMass,
us army corps of engineers,
USDA,
vacuum,
value,
venus,
vision,
voice,
voltage optimization,
vw scandal,
washing machine,
waste,
wastewater,
water,
we mean business,
whales,
Whirlpool,
wind,
wisdom,
women,
Women in Project Management,
wood wide web,
woonerf,
Work Breakdown Structures (WBS),
world breakdown structure,
worms,
xian,
xylotron,
Yale
Date

A wing and a leg.
Sounds like a chicken dinner, right?
Not in this case. This post is about bumblebee wings, bumblebee legs, pyramids, and the advancement of data into information into wisdom, into data.
First of all, let’s talk about that advancement of data. In a book I co-authored with Loredana Abramo, entitled Bringing the PM Competency Gap, we describe this advancement using a puzzle as an example, we look at two axes, the vertical being the “Degree of connectedness” of data, and the horizontal axis being the level of understanding we have of that data.
When both are low – that is, the data points aren’t connected (at least apparently) with each other, and we don’t have a high level of understanding of the data, it is indeed, just … data. In our example, we are presented with random shapes of random colors – we don’t know if they have anything to do with each other, and we don’t know what they are.
As both of these attributes advance, things change. With a little more understanding and a degree of connectedness, we can tell that “wait a second, these are puzzle pieces!” and we can tell that they are meant to be connected.
Moving further up to the northeast, with more connectedness and understanding, we can assemble the puzzle pieces but still don’t know what image is on the puzzle.
Finally, with a great amount of connectedness (an assembled puzzle) and recognition of the image, we can see that this is a tropical aquarium.
Posted
by
Richard Maltzman
on: August 18, 2022 11:04 PM |
Permalink