Category Archives: supply chains

“Eon and RWE just killed the utility as we know it”

The story’s at Bloomberg.

Posted in Bloomberg, Bloomberg New Energy Finance, bridge to somewhere, Buckminster Fuller, business, CleanTechnica, decentralized electric power generation, decentralized energy, demand-side solutions, economics, EIA, electricity, electricity markets, energy utilities, grid defection, investing, investment in wind and solar energy, investments, Joseph Schumpeter, local generation, local self reliance, marginal energy sources, microgrids, nonlinear systems, regulatory capture, risk, Sankey diagram, solar democracy, solar domination, solar power, stranded assets, supply chains, sustainability, the energy of the people, the green century, the value of financial assets, tragedy of the horizon, unreason, utility company death spiral, wind energy, wind power

“Carbon emissions and climate: Where do we stand, and what can be done if it all goes wrong?”

On Sunday, 11th February 2018, I presented an Abstract of a 3 hour talk on the subject, “Carbon emissions and climate: Where do we stand, and what can be done if it all goes wrong?” at the Needham Lyceum, hosted … Continue reading

Posted in Anthropocene, being carbon dioxide, Carbon Cycle, carbon dioxide, carbon dioxide capture, carbon dioxide sequestration, Carbon Tax, civilization, clear air capture of carbon dioxide, climate, climate change, climate disruption, COP21, Cult of Carbon, differential equations, dynamical systems, ecology, emissions, environment, exponential growth, fossil fuel divestment, fossil fuel infrastructure, fossil fuels, geoengineering, geophysics, Glen Peters, Global Carbon Project, global warming, greenhouse gases, Humans have a lot to answer for, Hyper Anthropocene, investments, James Hansen, Kerry Emanuel, liberal climate deniers, Mark Carney, Michael Bloomberg, Minsky moment, mitigation, nonlinear, nonlinear systems, oceanography, phytoplankton, population biology, population dynamics, precipitation, Principles of Planetary Climate, quantitative biology, quantitative ecology, radiative forcing, rationality, Ray Pierrehumbert, risk, sea level rise, sociology, stranded assets, supply chains, sustainability, T'kun Olam, the right to be and act stupid, the right to know, the tragedy of our present civilization, the value of financial assets, thermohaline circulation, tragedy of the horizon, unreason, UU, UU Needham, Wally Broecker, zero carbon

Michael Bloomberg speaks on the Sustainability Accounting Standards Board

Posted in Amory Lovins, Anthropocene, Bloomberg, Bloomberg New Energy Finance, BNEF, Michael Bloomberg, Michael Osborne, planning, resiliency, Richard Branson, stranded assets, supply chains, sustainability, Tony Seba | Tagged

reality of natural gas prices: volatile, undependable, and contrary to social interest

Updated, 11th January 2018 There’s been a lot written about natural gas, New England, and supposed price spikes due to constraints on pipeline capacity. I’ve had my turn a couple of times here (and here), as a matter of fact … Continue reading

Posted in Amory Lovins, anomaly detection, Anthropocene, Bloomberg New Energy Finance, clean disruption, Cult of Carbon, decentralized electric power generation, distributed generation, electricity markets, evidence, explosive methane, financial series, fossil fuel infrastructure, fossil fuels, gas pipeline leaks, greenhouse gases, Hyper Anthropocene, investment in wind and solar energy, ISO-NE, leaving fossil fuels in the ground, local generation, local self reliance, natural gas, pipelines, public utility commissions, rate of return regulation, regulatory capture, reworking infrastructure, rights of the inhabitants of the Commonwealth, risk, stranded assets, supply chains, the stack of lies, the tragedy of our present civilization, Tony Seba, utility company death spiral, zero carbon

Impacts of Hurricane Harvey upon regional manufacturing

See the report from AIR Worldwide.

Posted in adaptation, American Meteorological Association, capricious gods, causal diagrams, climate disruption, corporate litigation on damage from fossil fuel emissions, corporate supply chains, floods, resiliency, supply chains

Amory Lovins, 2008: `Natural Capitalism: The Next Industrial Revolution with Amory Lovins`

An excellent presentation from über successful dropout from Harvard University and Oxford University, Dr Amory Lovins, at University of California at Berkeley:

Posted in Adam Smith, affordable mass goods, American Association for the Advancement of Science, Amory Lovins, Anthropocene, Bloomberg New Energy Finance, bridge to somewhere, capitalism, climate economics, destructive economic development, ecological services, ecology, Ecology Action, economic trade, economics, environment, ILSR, internal inconsistency, Joseph Schumpeter, leaving fossil fuels in the ground, population biology, population dynamics, quantitative biology, resource producitivity, solid waste management, stranded assets, supply chains, sustainability, the green century, the right to know, the tragedy of our present civilization, the value of financial assets, transparency

Greenwashing

Painted signage on the side of a delivery truck parked outside a neighbor’s home deliverying oil made me curious about this, so I checked out their Web site. Here is what I found: (To see larger figure, click on image … Continue reading

Posted in Anthropocene, being carbon dioxide, biofuels, bridge to nowhere, carbon dioxide, clean disruption, CleanTechnica, climate business, climate change, climate disruption, climate economics, economics, energy, environment, false advertising, fossil fuels, global warming, greenhouse gases, greenwashing, Hyper Anthropocene, regulatory capture, rhetoric, sociology, supply chains, the tragedy of our present civilization

Westwood Solar & Energy Fair

Today. Flyer. Position yourself to ride the Energy Revolution. Adapt to warming due to human-caused climate change in the Northeast U.S. by changing over your heating and cooling sources. Make Money. Increase the value of your home. Move towards your … Continue reading

Posted in Anthropocene, Bloomberg New Energy Finance, BNEF, bridge to somewhere, Buckminster Fuller, business, citizenship, civilization, clean disruption, CleanTechnica, climate business, climate economics, consumption, Debbie Dooley, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, disruption, distributed generation, economics, education, efficiency, EIA, electricity, electricity markets, energy, energy reduction, energy storage, engineering, environment, Epcot, Equiterre, exponential growth, feed-in tariff, fossil fuel divestment, global warming, Green Tea Coalition, green tech, grid defection, Hermann Scheer, Hyper Anthropocene, investing, investment in wind and solar energy, Joseph Schumpeter, leaving fossil fuels in the ground, local generation, local self reliance, making money, marginal energy sources, Massachusetts Clean Energy Center, Massachusetts Interfaith Coalition for Climate Action, New England, public utility commissions, PUCs, rate of return regulation, rationality, reason, reasonableness, regime shifts, RevoluSun, Sankey diagram, solar democracy, solar domination, solar energy, solar power, Solpad, Spaceship Earth, stranded assets, SunPower, supply chains, sustainability, Tea Party, the energy of the people, the green century, the value of financial assets, Tony Seba, wind energy, zero carbon

A state that doesn’t provide zero Carbon energy is at a competitive disadvantage

From Utilities squeezed as corporations seek renewable energy elsewhere, as seen on Google+: As of September, 62 of the country’s largest corporations had indicated their energy priorities by endorsing the Corporate Renewable Energy Buyers Principles. Other large institutions such as … Continue reading

Posted in Anthropocene, Bloomberg New Energy Finance, BNEF, clean disruption, CleanTechnica, climate economics, corporate litigation on damage from fossil fuel emissions, corporate supply chains, data centers, decentralized electric power generation, decentralized energy, destructive economic development, distributed generation, electricity, electricity markets, energy, energy utilities, extended supply chains, fossil fuel divestment, green tech, grid defection, Hermann Scheer, Hyper Anthropocene, investment in wind and solar energy, John Farrell, Joseph Schumpeter, leaving fossil fuels in the ground, local generation, marginal energy sources, microgrids, public utility commissions, PUCs, rate of return regulation, reasonableness, regulatory capture, resiliency, Sankey diagram, solar domination, solar energy, solar power, Spaceship Earth, stranded assets, supply chains, sustainability, the green century, the value of financial assets, Tony Seba, utility company death spiral, wind energy, wind power, zero carbon

“BlackRock Investment Fund will include climate change as risk factor for portfolio”

BlackRock, the world’s largest private investment fund, has announced that it will include climate change as an important factor in how it assigns risks to its investment portfolio … BlackRock is not your average investment fund. With $4.9 trillion in … Continue reading

Posted in adaptation, American Association for the Advancement of Science, American Meteorological Association, American Solar Energy Society, American Statistical Association, AMETSOC, Anthropocene, Bloomberg, Bloomberg New Energy Finance, BNEF, Buckminster Fuller, business, Carbon Worshipers, central banks, clean disruption, CleanTechnica, climate business, climate change, climate disruption, consumption, corporate litigation on damage from fossil fuel emissions, decentralized electric power generation, decentralized energy, destructive economic development, distributed generation, Ecology Action, economics, electricity markets, environment, Equiterre, extended supply chains, fossil fuel divestment, fossil fuels, geophysics, global warming, green tech, greenhouse gases, grid defection, Hyper Anthropocene, investing, investment in wind and solar energy, Joseph Schumpeter, leaving fossil fuels in the ground, liberal climate deniers, Mark Jacobson, meteorology, Our Children's Trust, Principles of Planetary Climate, quantitative ecology, Sankey diagram, science, science denier, Science magazine, Scripps Institution of Oceanography, sea level rise, shorelines, solar democracy, solar domination, solar energy, solar power, Spaceship Earth, Stanford University, stranded assets, supply chains, sustainability, the energy of the people, the green century, the right to be and act stupid, the right to know, the tragedy of our present civilization, the value of financial assets, Tony Seba, transparency, UNFCCC, utility company death spiral, wind energy, wind power, Woods Hole Oceanographic Institution, zero carbon | Tagged ,

Who paved the roads?

Professor Tony Seba of Stanford University is a great leader, visionary, speaker, and business expert. He often starts his talks with two successive public domain images to illustrate technological and business disruption. These are shown below. One is a photograph … Continue reading

Posted in adaptation, Anthropocene, Bloomberg New Energy Finance, BNEF, Carbon Worshipers, clean disruption, CleanTechnica, climate business, climate disruption, climate economics, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, disruption, distributed generation, economics, electricity markets, energy, energy reduction, energy storage, energy utilities, feed-in tariff, fossil fuel divestment, Gaylord Nelson, global warming, green tech, grid defection, Hyper Anthropocene, ILSR, investment in wind and solar energy, ISO-NE, Joseph Schumpeter, leaving fossil fuels in the ground, local generation, marginal energy sources, Mark Jacobson, Massachusetts Clean Energy Center, meteorology, microgrids, Minsky moment, planning, public utility commissions, PUCs, rate of return regulation, rationality, reason, reasonableness, regime shifts, regulatory capture, resiliency, risk, Sankey diagram, solar democracy, solar domination, solar energy, solar power, Stanford University, stranded assets, supply chains, sustainability, the energy of the people, the green century, the right to know, the value of financial assets, Tony Seba, wind energy, wind power, zero carbon

Once more, with feeling: Responding to Kostrzewa in The Providence Journal

It’s making the rounds. Today it’s John Kostrzewa, Assistant Managing Editor of The Providence Journal, arguing the necessity of natural gas and its pipelines with his “Why R.I.’s economy needs a natural-gas pipeline”. And my response, below, which allowed me … Continue reading

Posted in adaptation, Anthropocene, Bloomberg New Energy Finance, BNEF, bridge to nowhere, Carbon Worshipers, citizen science, citizenship, clean disruption, CleanTechnica, climate business, decentralized electric power generation, decentralized energy, demand-side solutions, denial, disruption, distributed generation, electricity, electricity markets, energy, energy utilities, evidence, extended supply chains, FERC, fossil fuels, fracking, gas pipeline leaks, global warming, greenhouse gases, Hermann Scheer, Hyper Anthropocene, investment in wind and solar energy, Joseph Schumpeter, leaving fossil fuels in the ground, methane, microgrids, natural gas, pipelines, public utility commissions, PUCs, regime shifts, regulatory capture, Rhode Island, risk, Sankey diagram, solar democracy, solar domination, solar energy, solar power, stranded assets, supply chains, the energy of the people, the green century, the right to be and act stupid, the right to know, the stack of lies, the tragedy of our present civilization, the value of financial assets, Tony Seba, utility company death spiral, zero carbon

Can the City of Boston adapt to and help mitigate climate disruption?

(See the major update at the bottom of this post as well.) (On “Less Science and More Social Science” at And Then There’s Physics) And Then There’s Physics is one of my favorite blogs discussing climate disruption and related policy … Continue reading

Posted in adaptation, anomaly detection, Anthropocene, Bill Nye, Bloomberg New Energy Finance, BNEF, bollocks, Boston, bridge to somewhere, citizenship, civilization, clean disruption, climate business, climate change, climate disruption, climate economics, climate education, climate justice, Daniel Kahneman, destructive economic development, economics, engineering, environment, finance, floods, forecasting, Gaylord Nelson, global warming, Hermann Scheer, Hyper Anthropocene, insurance, investing, John Englander, Joseph Schumpeter, Kerry Emanuel, MA, Massachusetts, meteorology, Minsky moment, nor'easters, organizational failures, politics, risk, sea level rise, sociology, statistics, supply chains, sustainability, the right to be and act stupid, the right to know, the tragedy of our present civilization, the value of financial assets | 6 Comments

TOO LATE: “There will be no golden age of [natural] gas”

Last month, Tom Randall at Bloomberg New Energy Finance (“BNEF”) profiled a new forecast which shows costs for zero Carbon energy and energy are plummetting so fast that coal, oil, and natural gas will begin their terminal decline within a … Continue reading

Posted in adaptation, American Petroleum Institute, Anthropocene, Bloomberg, Bloomberg New Energy Finance, BNEF, bridge to nowhere, Buckminster Fuller, Chevron, citizenship, clean disruption, climate change, climate disruption, climate economics, climate justice, decentralized electric power generation, decentralized energy, disruption, distributed generation, Ecology Action, economics, efficiency, electricity, electricity markets, energy, energy storage, energy utilities, engineering, explosive methane, Exxon, false advertising, forecasting, fossil fuel divestment, fossil fuels, fracking, geoengineering, global warming, green tech, greenhouse gases, grid defection, Gulf Oil, Hermann Scheer, Hyper Anthropocene, investment in wind and solar energy, ISO-NE, Joseph Schumpeter, leaving fossil fuels in the ground, Mathematics and Climate Research Network, methane, microgrids, natural gas, petroleum, pipelines, rate of return regulation, rationality, reason, reasonableness, regime shifts, risk, solar domination, solar energy, solar power, Standard Oil of California, stranded assets, supply chains, sustainability, the energy of the people, the green century, the right to be and act stupid, the right to know, the stack of lies, the tragedy of our present civilization, the value of financial assets, utility company death spiral, wind energy, wind power, zero carbon | 3 Comments

A model of an electrical grid: A vision

Many people seem to view the electrical grid of the future being much like the present one. I think a lot about networks, because of my job. And I especially think a lot about network topologies, although primarily concerning the … Continue reading

Posted in abstraction, American Meteorological Association, anomaly detection, Anthropocene, Bloomberg New Energy Finance, BNEF, Boston, bridge to somewhere, Buckminster Fuller, Canettes Blues Band, clean disruption, climate business, climate economics, complex systems, corporate supply chains, decentralized electric power generation, decentralized energy, demand-side solutions, differential equations, distributed generation, efficiency, EIA, electricity, electricity markets, energy, energy reduction, energy storage, energy utilities, engineering, extended supply chains, green tech, grid defection, Hermann Scheer, Hyper Anthropocene, investment in wind and solar energy, ISO-NE, Kalman filter, kriging, Lawrence Berkeley National Laboratory, leaving fossil fuels in the ground, Lenny Smith, local generation, marginal energy sources, Massachusetts Clean Energy Center, Mathematics and Climate Research Network, mesh models, meteorology, microgrids, networks, New England, New York State, open data, organizational failures, pipelines, planning, prediction markets, public utility commissions, PUCs, rate of return regulation, rationality, reason, reasonableness, regime shifts, regulatory capture, resiliency, risk, Sankey diagram, smart data, solar domination, solar energy, solar power, Spaceship Earth, spatial statistics, state-space models, statistical dependence, statistics, stochastic algorithms, stochastics, stranded assets, supply chains, sustainability, the energy of the people, the green century, the value of financial assets, thermodynamics, time series, Tony Seba, utility company death spiral, wave equations, wind energy, wind power, zero carbon

Natural gas: The Zaphod Beeblebrox of energy

Amber Lin at The Bulletin of the Atomic Scientists describes the two-headed character of natural gas plants needed to implement “natural gas as a bridge fuel”, and sketches the stark reality proponents of that argument are embracing if they are … Continue reading

Posted in adaptation, Anthropocene, atmosphere, Bloomberg, Bloomberg New Energy Finance, BNEF, bridge to nowhere, bridge to somewhere, carbon dioxide, Carbon Tax, Carbon Worshipers, citizenship, civilization, climate, climate change, climate disruption, climate economics, consumption, decentralized electric power generation, decentralized energy, distributed generation, electricity, electricity markets, energy, energy utilities, explosive methane, fossil fuel divestment, fossil fuels, fracking, gas pipeline leaks, global warming, greenhouse gases, greenwashing, Hyper Anthropocene, investment in wind and solar energy, leaving fossil fuels in the ground, Massachusetts, Massachusetts Clean Energy Center, methane, natural gas, networks, petroleum, pipelines, planning, politics, public utility commissions, PUCs, rate of return regulation, rationality, reason, reasonableness, regulatory capture, Sankey diagram, solar domination, stranded assets, supply chains, the energy of the people, the green century, the right to be and act stupid, the right to know, the tragedy of our present civilization, the value of financial assets, zero carbon | 2 Comments

Now, if we could only say the same thing about Massachusetts …

Massachusetts is supposed to be a Blue State. Massachusetts is supposed to be concerned about the environment, full of tree-hugging eco-weenies (like myself!), and sprouting solar panels from every other rooftop. Massachusetts is supposed to have aggressive support for zero … Continue reading

Posted in Anthropocene, Bloomberg New Energy Finance, bridge to nowhere, bridge to somewhere, Buckminster Fuller, Cape Wind, Carbon Worshipers, citizenship, clean disruption, climate business, corruption, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, distributed generation, economics, electricity, electricity markets, energy, energy utilities, explosive methane, fossil fuel divestment, fossil fuels, gas pipeline leaks, Green Tea Coalition, greenhouse gases, Hyper Anthropocene, investment in wind and solar energy, ISO-NE, Joseph Schumpeter, leaving fossil fuels in the ground, local generation, MA, Mark Jacobson, Massachusetts, Massachusetts Clean Energy Center, Massachusetts Interfaith Coalition for Climate Action, Michael Osborne, natural gas, New England, Nikola Tesla, pipelines, politics, public utility commissions, PUCs, rate of return regulation, rationality, reason, reasonableness, regulatory capture, risk, Sankey diagram, solar energy, solar power, Spaceship Earth, supply chains, Texas, the energy of the people, the green century, the tragedy of our present civilization, the value of financial assets, Tony Seba, wind energy, wind power, zero carbon | 1 Comment

George Monbiot: On leaving fossil fuels in the ground

Posted in Anthropocene, carbon dioxide, Carbon Worshipers, causal diagrams, citizenship, civilization, clean disruption, climate, climate change, climate disruption, conservation, consumption, corporate litigation on damage from fossil fuel emissions, decentralized electric power generation, decentralized energy, demand-side solutions, denial, destructive economic development, disruption, distributed generation, ecology, economics, energy, environment, fossil fuel divestment, fossil fuels, geophysics, George Monbiot, global warming, greenhouse gases, grid defection, Hermann Scheer, Hyper Anthropocene, leaving fossil fuels in the ground, perceptions, philosophy, rate of return regulation, rationality, reasonableness, Sankey diagram, supply chains, the problem of evil, the right to be and act stupid, the right to know, the tragedy of our present civilization, the value of financial assets, zero carbon

Akamai’s Network to Be Powered by the Sun and the Wind – The Akamai Blog

Source: Akamai’s Network to Be Powered by the Sun and the Wind – The Akamai Blog Excerpts: Beyond sustainability stewardship, the business case is not so much about locking in fixed energy pricing. It’s about anticipating the market trend. Clean-powered, … Continue reading

Posted in adaptation, Akamai Technologies, Anthropocene, Bloomberg New Energy Finance, BNEF, bridge to somewhere, clean disruption, climate disruption, data centers, decentralized electric power generation, decentralized energy, destructive economic development, distributed generation, ecology, economics, efficiency, electricity markets, energy, energy reduction, engineering, environment, evidence, Faster Forward, fossil fuel divestment, global warming, greenhouse gases, Hyper Anthropocene, investment in wind and solar energy, long-term contract for differences, mitigation, rationality, reasonableness, solar domination, solar energy, Solar Freakin' Roadways, solar power, SolarPV.tv, Spaceship Earth, supply chains, the energy of the people, the green century, the tragedy of our present civilization, the value of financial assets, utility company death spiral, wind energy, wind power, zero carbon

“Oil’s Big Dive” (by Peter Sinclair)

Originally posted on Climate Denial Crock of the Week:
I posted last week the news that Saudi Arabia seems to have recognized that the age of Oil is drawing to an  end. Below, Amory Lovins Whale oil analogy might have…

Posted in American Petroleum Institute, Bloomberg New Energy Finance, BNEF, bridge to nowhere, Carbon Worshipers, Chevron, citizenship, clean disruption, conservation, consumption, corporate litigation on damage from fossil fuel emissions, corporate supply chains, decentralized electric power generation, decentralized energy, demand-side solutions, destructive economic development, disruption, distributed generation, economics, energy, energy reduction, energy utilities, engineering, extended supply chains, Exxon, fossil fuel divestment, fossil fuels, fracking, Gulf Oil, investing, investment in wind and solar energy, local generation, methane, natural gas, petroleum, pipelines, public utility commissions, PUCs, rate of return regulation, rationality, reasonableness, regime shifts, regulatory capture, resiliency, risk, Sankey diagram, solar domination, supply chains, Texaco, the tragedy of our present civilization, the value of financial assets, utility company death spiral

Bye, bye Kinder-Morgan! Spectra, hey, listen up: Why don’t you do the same?

(Click on image to see larger picture, and use browser Back Button to return to blog.) Energy giant Kinder Morgan Inc. has pulled the plug on its controversial natural gas pipeline proposed through parts of Massachusetts and southern New Hampshire, … Continue reading

Posted in Anthropocene, Bloomberg New Energy Finance, BNEF, bridge to nowhere, Carbon Worshipers, citizenship, clean disruption, climate, climate disruption, climate justice, consumption, corruption, destructive economic development, FERC, fossil fuel divestment, fossil fuels, fracking, global warming, greenhouse gases, grid defection, Hyper Anthropocene, ignorance, lobbying, local generation, Massachusetts, methane, pipelines, public utility commissions, PUCs, rate of return regulation, rationality, reasonableness, regime shifts, regulatory capture, Sankey diagram, supply chains, the energy of the people, the green century, the right to know, the tragedy of our present civilization, the value of financial assets, zero carbon

“Preserving the climate can also save you money.”

“Can you power a business on 100% renewable energy? Ikea wants to try.” From Guardian sustainable business The new bottom line. I also monitor Bloomberg New Energy Finance. (Update: 2016-04-20) And not preserving the climate will be very, very expensive, … Continue reading

Posted in Anthropocene, Arnold Schwarzennegger, Bloomberg, bridge to somewhere, Buckminster Fuller, carbon dioxide, citizenship, clean disruption, climate, climate change, climate disruption, corporate litigation on damage from fossil fuel emissions, corporate supply chains, decentralized electric power generation, decentralized energy, destructive economic development, disruption, distributed generation, economics, efficiency, electricity, electricity markets, energy, energy reduction, energy storage, energy utilities, environment, extended supply chains, fossil fuel divestment, global warming, greenhouse gases, grid defection, Hyper Anthropocene, ignorance, investment in wind and solar energy, local generation, meteorology, microgrids, mitigation, public utility commissions, PUCs, rate of return regulation, rationality, reasonableness, regime shifts, regulatory capture, Sankey diagram, solar domination, solar energy, Solar Freakin' Roadways, solar power, SolarPV.tv, supply chains, temporal myopia, the energy of the people, the green century, the right to know, the tragedy of our present civilization, the value of financial assets, Tony Seba, utility company death spiral, wind energy, wind power, zero carbon

Tony Seba’s latest. Yes, there’s new stuff.

Posted in Bloomberg New Energy Finance, BNEF, business, decentralized electric power generation, disruption, distributed generation, economics, energy storage, exponential growth, grid defection, Hermann Scheer, investing, Mark Jacobson, Sankey diagram, solar energy, Solar Freakin' Roadways, solar power, SolarPV.tv, Stanford University, supply chains, Tony Seba | 3 Comments