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  • Hacker Public Radio

    HPR4672: Hey Mum, I'm on Spotify !

    30-06-2026
    This show has been flagged as Clean by the host.

    The Technical Dutch Open Source Event (T-DOSE) is a free conference to promote the use and development of Open Source software. This event has is organised yearly since 2006 in the Brainport region, near Eindhoven, The Netherlands. During this event, Open Source projects, developers and visitors can exchange ideas and knowledge.







    Ken gave a presentation, you can watch the recording
    https://www.youtube.com/watch?v=6gmX-Ap7knI&t=10912s


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  • Hacker Public Radio

    HPR4671: Protocal AI

    29-06-2026
    This show has been flagged as Explicit by the host.

    In this episode, Operator dives into his ongoing journey to migrate away from centralized cloud ecosystems specifically moving his daily workflow off Google Keep and onto
    Obsidian
    hosted locally on a Debian server. Operating purely over a secure VPN to minimize his external attack surface, he discusses the security considerations of managing personal data in local plain-text markdown files.

    The episode features a deep dive into local AI infrastructure, sparked by technologist Daniel Miessler’s recent shift away from
    RAG (Retrieval-Augmented Generation)
    in favor of a simpler, localized file-system-as-context approach (using fast search tools like ripgrep). Operator shares his own mixed results experimenting with RAG noting great success with massive, structured car repair manuals, but incredibly poor fidelity when indexing conversational podcast transcripts.

    To find the sweet spot, Operator is testing a
    dual approach
    : combining flat-file local search with a PostgreSQL vector database (
    pgvector
    ). He also rants about the frustrating "hype cycle" of online tutorials that claim to teach "local" setups but secretly rely on expensive, cloud-hosted frontier models.

    Finally, the host introduces his ambitious roadmap for
    "Protocol AI."
    Designed as a localized, read-only dashboard to help manage his ADHD and "time blindness," this system will scrape, aggregate, and summarize his cluttered digital life including multiple Gmail accounts, Yahoo spam, calendars, and a massive array of social media feeds (Signal, Discord, Mastodon, BlueSky). The long-term goal? Transitioning from a read-only local summarizer to a safe, "human-in-the-loop" execution assistant that keeps his data out of the hands of mega-corporations.

    References

    Obsidian is a proprietary personal knowledge base and note-taking application that operates on Markdown files. The software is free for personal and commercial use; only the offered cloud services, optional commercial licenses, and early access versions are paid. It is available as desktop versions for macOS, Windows and Linux as well as for mobile operating systems such as iOS and Android, but not as a web application.

    Obsidian - From Wikipedia, the free encyclopedia

    Retrieval-augmented generation (RAG) is a technique that enables large language models (LLMs) to retrieve and incorporate new information from external data sources. With RAG, LLMs first refer to a specified set of documents, then respond to user queries. These documents supplement information from the LLM's pre-existing training data. This allows LLMs to use domain-specific and/or updated information that is not available in the training data. For example, this enables LLM-based chatbots to access internal company data or generate responses based on authoritative sources.

    RAG (Retrieval-Augmented Generation)
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  • Hacker Public Radio

    HPR4670: Playing Civilization V, Part 13

    26-06-2026
    This show has been flagged as Clean by the host.

    In our sample game we look at playing as Austria and aiming for a Diplomatic Victory. And our focus is on puppeting City-States, but I misunderstood and instead of making a Diplomatic Victory easier, it makes it harder. I still managed to get my Diplomatic Victory, but a Science or Domination Victory would definitely have been easier in this scenario.

    Playing Civilization V, Part 13

    Playing for a Diplomatic Victory, Part 2

    So, how do you solve a Happiness problem? For a full discussion, you can check out this section of the Civilization Wiki. In Civilization V you have these options:

    Trade for luxuries – Luxury resources are the best way to get a quick hit of Happiness, and trade is the best way to do this quickly. But to trade you have to have met the other civ, so my drive to explore pays off here. Every luxury resource I can obtain adds +4 Global Happiness to my Empire. Note that only the first unit of the resources adds happiness. So if you have multiple copies of a luxury resource you should keep one and trade the others if you can.

    Buildings – Buildings like the Circus (+2), Colosseum (+2), Zoo (+2), and Stadium (+4) provide local happiness in the city that builds them. That still gets added to your total happiness number, but local happiness can never exceed the size of the population. So if you have a city with 5 population, building a Circus and a Colosseum might make sense, but building a Circus and a Stadium would not since 2 of the Happiness would not count. Buildings take longer than Trade deals, so if you need a quick hit start with trading for Luxuries.

    Wonders – Chichen Itza (+4), Notre Dame (+10), Taj Mahal (+4), Eiffel Tower (+5), Neuschwanstein (+1 for every Castle you have), Prora (+1, plus +1 for every 2 Social Policies you have adopted), and CN Tower (+1 per city). Wonders are even harder to build, and you may not get them since you are competing with other players. But there is a National Wonder worth getting, the Circus Maximus (+5)

    Social Policies – Every policy tree has policies that can add to Happiness or decrease Unhappiness, which is just as good.

    Natural Wonders – Each Natural Wonder grants +1 Global Happiness to each empire that has discovered it. So again exploration is key.

    Mercantile City States grant +3 Global Happiness to each Empire that is at least Friends with it.

    So you have a lot of options here, and they are listed in order of how you should pursue them. Trading for Luxury Resources can be done quickly and provide an immediate boost, so you should be actively trading all along. Buildings and Wonders should definitely be pursued, but here you will probably be balancing demands for other investments as well. Natural Wonders are nice, but you need to explore the whole map to max that out. I was able to trade one of my Whales to Patchacuti for one of his Ivory, which helped push my happiness up. Then with Askia I traded one Spice for one Copper. I also made a small gift to the City-State of Manila to make them my ally. Once 5 turns have elapsed, I can take them over via Diplomatic Marriage. And I have started on Colosseums in several of my cities to push up my Happiness further.

    Meanwhile I continued my exporations, and became the first to discover all of the the other Empires in the game. This makes me the host for the World Council, which is good for one additional vote. I will keep exploring since there are probably some Natural Wonders out there worth finding yet. And indeed on the next turn I found Mount Fuji, pushing my Happiness to 24. Then I Puppeted Manilaa, and over a couple of turns it dropped to 18. But a Colosseum got built, and I found a Natural Wonder,so I am back to 21. I am not the leader in this game, and I think I can afford to Puppet another City-State. For now I am avoiding doing this to Mercantile City-States since they can add to my Happiness. But there’s lots of City-States in this game. I picked Kathmandu for my next target, but also dropped 250 on Ragusa to become Friends with them. You have to look to the future sometimes. I am currently pulling in 144 Gold per turn, so I can afford it.

    At turn 267 my Happiness was up to 30, but as soon as I puppeted Kathmandu it dropped to 22. This is why you need to manage your Happiness carefully. This pushed me another 100 points up on the Leader board, so I am in good shape. But with 22 Happiness, I can probably afford to start on puppeting Ragusa. At turn 272 I have 5766 Gold, and I am earninig 163 Gold per turn. My Happiness is at 27, so I am in good shape. I puppet Ragusa, and my Happiness falls to 18, but my status on the leader board goes up another 100 points, putting me 200 ahead of my nearest competitor. But a few turns later and my Happiness is back up to 24, so I am starting the process to puppet Bucharest. At turn 280 I have 6584 Gold, I am earning 179 per turn, and my Happiness is 26. Then I puppet Bucharest, and my Happiness drops to 16. But I am nearly 300 ahead of my nearest competitor on the leader board, so not bad.

    Also, we are getting near to the first World Council, where I am the host. I have put a proposal on the agenda to enact a World’s Fair. The number 2 player has put a proposal on the ban Whales as a luxury resource, and I have a lot of whale resources. I suspect the World’s Fair will pass without my votes since many other players supported it, so I will put my votes into denying the Whale ban. We’ll see how it goes. I have the most votes, but if everyone else gangs up on me they can get it passed.

    And as I expected, the World’s Fair passed without my votes, and the Whale ban was defeated. I tabled a proposal to enact Arts Funding for the next Council. It looks to be very popular. Right now I starting to snowball. On turn 287 I now have 6476 Gold, and I am earning 231 each turn. I have puppeted 6 City-States, and my Happiness is at 31. I can now start to puppet another. In the World Council I have 4 votes, and every other player has 1. My main strategy right now is to keep on friendly terms with the other players since everything is going well. But I am also starting to build factories to improve my Production capacity, which in turn wil let me update my Military. I picked up a Great Scientist, and used him to construct an Academy to boost my Science output. And every city next to a mountain has gotten an Observatory for added science . And then I constructed the Leaning Tower of Pisa and got one free Great Person of my choice, and I chose a Great Scientist and constructed another academy. And I hit a Golden Age good for 10 turns.

    My Golden Age ended, but on the next turn I finished the Taj Mahal which gave me another 10 turn Golden Age, in addition to =4 Global Happiness. And I used some of my big cash balance to upgrade my military units, because in this game the best way to keep the peace is to have a strong military. Then on the next turn I was able to choose an ideology, so I picked Freedom, and for my two policies I chose Universal Healthcare and Capitalism, each of which added Happiness. I have earned a couple of Great Artists, and I plan to use them to create more Golden Ages since accumulating Culture is not part of my strategy. On turn 309 I puppeted Bratislava and started on Wittenberg. And now that I have expxlored the entire map I don’t need my Caravels any longer, so I deleted them. then on turn 314 my closest competitor, Japan, denounced me, and was in turn denounced by Brazil. I have been building up my military, so I am not worried. Basically, Japan has realized I am opening up a bigger lead, and that is why they denounced me. I’d like to win without going to war, but if he attacks me I can handle it. Meanwhile, I am also building up my Science to open up a lead there.

    On the next turn I built the Red Fort, which improves my defensive strength. Brazil approached me to join in a war on Japan, but I declined. I am not seeking a military victory in this game, so I don’t want to be distracted. However I just puppeted two more cities, and looking at the map I now have 3 cities on the border of Japan. So maybe there will be a war in my future. I got another policy to choose, and picked Universal Suffrage, which increases the length of Golden Ages, since I plan a few. And I am starting to build more military units, starting with riflemen which are good for defending cities. If I am given time I will ship them to my puppeted cities near Japan. But if he attackes me before then, they are still worth having.

    Links

    https://civilization.fandom.com/wiki/Happiness_(Civ5)

    https://www.palain.com/gaming/civilization-v/playing-civilization-v-part-13/

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  • Hacker Public Radio

    HPR4669: HPR Beer Garden 14 - Super Strong Lager

    25-06-2026
    This show has been flagged as Clean by the host.

    In the 14th episode of the HPR Beer Garden, Dave and Kevie are joined by regular guest Paul to sample super strong lager. Known in the media as 'Tramp Juice', the guys look at whether this infamous style is worth a try and how it rates as a beer when you look past the stigma. Dave samples
    Skol Super,
    Kevie tries
    Kestrel Super
    and Paul opts for
    Petra Mocna
    from Poland.



















    Upcoming beers:




    Double IPA



    Belgian Blonde



    Double Dry Hopped (DDH) IPA







    Connect with the guys on
    Untappd
    :







    Dave






    Paul






    Kevie










    The intro sounds for the show are used from:







    https://freesound.org/people/mixtus/sounds/329806/






    https://freesound.org/people/j1987/sounds/123003/






    https://freesound.org/people/greatsoundstube/sounds/628437/








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  • Hacker Public Radio

    HPR4668: Nuclear Power Technology Follow Up on Safety

    24-06-2026
    This show has been flagged as Clean by the host.

    --------------------







    01 Introduction







    This is the second follow up to my 8 part series on nuclear power. In this episode I will attempt to answer a question posed by brian in ohio in a comment on HPR4583. In that comment he said:







    02



    --------------------







    Loving this series. Maybe Whiskey Jack could give some cost comparisons between large and small reactors. He could also give us a realistic look at nuclear plant safety/accidents compared to conventional power production. Looking forward to the episode on FORTH generation reactors ;-)







    --------------------







    03



    End of quote.







    The first question I answered in my previous follow up, which was HPR4628. In this episode I will attempt to answer the second question, which was about the safety of nuclear power compared to other sources of electrical power generation.







    One of the HPR janitors encouraged me to make this episode, so I think we can thank him for getting another HPR episode made.







    04 Defining the Scope



    First, let's define the scope of the question.







    This will cover electrical power generation only.



    Within that scope I will consider only the following sources of energy.







    05



    Coal



    Oil



    Natural Gas



    Hydroelectric



    Nuclear



    Wind



    Solar







    I won't cover geothermal, wave, or tidal power as these are only used in very small amounts and so there simply isn't enough literature on them to base a discussion on .







    06 Foreshadow Conclusion



    I should mention right away that I cannot provide absolute answers to this question in the form of a nice, neat ranking table based on numbers from peer reviewed scientific sources.



    The reasons for this will become apparent, but to put it briefly, the data on which to base such a ranking simply doesn't exist.







    I will however provide context within which people can think about the issue.



    Wherever possible, I will provide links to the references that I used in the show notes so you can read further on this yourself.







    --------------------







    07 Energy Catastrophism versus Energy Uniformitarianism







    First though I need to go off on a slight geological detour in order to explain an important analogy that I will use.







    08



    In the 19th century there was a great debate among geologists over what is known as catastrophism versus uniformitarianism.



    In seeking to explain the origins of the earth and of the landscape that we see around us, there were two points of view.







    09



    One was "catastrophism".



    This is the belief that the mountains, valleys, and plains that we see around us were formed as a result of great catastrophes which occurred relatively recently in earth's history.



    This explanation was necessary in order to fit geological features into an earth that was believed to be only a few thousands of years old.



    This view was heavily influenced by religious belief.



    In this view Noah's flood was the great catastrophe and the fossils of dinosaurs were the remains of animals who had not been saved on the ark and so had died in the flood.







    10



    The other point of view was uniformitarianism.



    This was the hypothesis that the landscape we see around us can be explained by the very slow accumulation of very small changes over very long periods of time.



    For this to be true however, the earth had to be far older than the few thousand years that a literal reading of the bible would suggest.



    The earth in fact had to be many, many, millions of years old.







    11



    Eventually, the uniformitarian view won out and people understood that while some catastrophes can take place, the shape of the landscape is overwhelmingly due to small changes over very long periods of time.











    12 How is this Relevant to this Episode You Ask?



    How this is relevant is that I will use this analogy to explain how we need to think about energy and safety.



    Very small numbers of deaths and injuries multiplied over many occurrences can add up to big numbers, comparable in scale or possibly even larger than a single catastrophe or even several of them.







    13



    I don't know if anyone else has used this analogy before, I have just thought of this when writing the script for this podcast.



    None the less, I think it is a very useful way of helping to understand the issues.







    14



    As an example of this, think about the well known case of the safety of flying versus the safety of travelling in your car.



    Air crashes are catastrophes that make the headlines.



    Automobile crashes are seldom more than local news at best.



    You have probably heard many times the claim that if you making a trip somewhere, you are safer to fly than to drive yourself in your car.











    15 Example - Hydro versus Solar



    I will now present an example of this.



    Hydro electric power has some notable large scale catastrophes associated with it.



    Roof top solar power does not have any notable catastrophes that I am aware of.



    However, which is safer?







    16 Hydro Catastrophes



    Here are three examples of hydro electric catastrophes in just one country, Italy.







    The Vajont Dam which collapsed in1963



    An estimated 1,917 to 2,500 people died.







    The Sella Zerbino dam which collapsed in 1935.



    More than 100 people died.







    The Gleno Dam which collapsed in 1923.



    An estimated 350 people died.







    https://damfailures.org/



    https://pmc.ncbi.nlm.nih.gov/articles/PMC4997708/







    17



    I haven't tried to compile a global list of the worst hydro electric dam collapses, as this sort of information is actually very difficult to find, even on web sites dedicated to dam failures.



    An additional problem is that information on whether a dam was used for electric power generation or not is often not available.







    18



    Dam failures where contradictory or insufficient information is available on whether there was an associated hydro power plant include the 1975 Banqian Dam failure, where death estimates range up to a quarter of a million.







    19 Solar Panel Slow Accumulation



    Contrast this with roof top solar panels.



    Many small accidents can add up to big numbers as well.







    20



    Health and safety literature discussing solar panel safety mention things such as



    Falls from roofs.



    Electric shock.



    Arc flash (burns from electrical arcing).



    Normal electrical safety procedures which are based around locking out sources of energy do not work with solar panels which makes safety more difficult.



    Heat stress due to working exposed in the hot sun.







    Warning from US government on falls by solar panel installers.



    https://stacks.cdc.gov/view/cdc/228946



    https://www.osha.gov/green-jobs/solar











    21 Why We Cannot Compare the Two



    Hydro catastrophes are not well documented, but we can at least find records of some of the most notable ones.



    However, even those have very large variations in estimates of deaths.







    22



    Roof top solar deaths however are largely undocumented.



    The industry is largely unregulated.



    There is no central authority which accumulates many individual deaths or injuries.



    At best there are worker and public safety bodies who simply accumulate those statistics into general construction or household injuries.







    23



    Thus we have no reliable means of comparing the two energy sources on a comparable basis.



    We face the same problem with all other major electrical energy sources.



    So far as I am aware, there are no peer reviewed scientific studies which compare the relative safety of all of the major electrical energy sources we are considering here based on actual numbers.











    --------------------







    24 Safety Risks







    I will now try to list some the major hazards for each of energy sources we are considering.



    There is however limited data available.



    In many cases we just have reference to worker safety organizations as to what the hazards are.



    I will not attempt here to put numbers to these here.







    Categories







    25 Coal, Oil, Natural Gas



    The hazards are



    Air pollution



    Mining and oil field accidents



    Pipeline explosions



    Transportation accidents. These- move a lot of material so these are significant.







    26 Hydroelectric



    These include



    Dam collapse



    Drowning







    27 Nuclear



    These include



    Radiation exposure







    28 Wind



    These include



    Falls



    Confined space deaths (there is not much detail on this)



    Electric shock



    Ice throws (that is, throwing pieces of ice off the blades)



    This technology has a significant problem with people working alone which greatly increases risks associated with other dangers.







    29 Solar



    These include



    Falls



    Electric shock



    Arc flash



    Heat stress







    30



    I have not tried to cover all possible risks associated with each category, just the ones which each industry considers to be the risks they concern themselves with.



    There does not exist any means by which risks of similar types are compared across different industries.







    31 Reliability of Supply is Also Safety



    In a completely electrified net zero society, reliability of supply is a safety matter.



    People will die in very large numbers in cold climates if they do not have heat.



    If we have no fossil fuels, we need to also consider how reliably does a grid based on any of the options work.



    I have not seen anyone attempt to address this question and will not attempt to address it here.



    However, it must be addressed in any comprehensive attempt to rank safety.







    --------------------







    32 Studies or Articles on Estimates of Relative Safety







    Despite the difficulties of comparing the safety of different sources of energy, some people have attempted this anyway.



    Different estimates done at different times had different focuses, so unfortunately we do not have a nice set of studies that we can neatly use to cross check one another.



    I will however list the names and the authors and summarize the results.







    --------------------







    33 The Health Hazards of Not Going Nuclear



    By Dr. Petr Beckman



    Published in 1976







    The author of this book tried to address the relative safety of different sources of energy in the mid 1970s.



    However, it is old at this point, so I won't bother digging through its pages to find his figures.







    34



    He mainly focused on comparing electric power generated with coal to nuclear.



    His conclusion was that if the goal was to prevent deaths or ill health in the process of generating electricity, then the logical conclusion was to replace coal fired power plants with nuclear.







    35



    The book was relatively well known at the time, as least as far as books on energy are concerned, so I thought it was still worth mentioning.



    I happen to have a copy of this book which I bought back in that time period



    It was the 8th printing of the book, so it would appear to have had relatively good sales.







    36



    The author did address the issue of what I have termed "catastrophism" in his comparison of different energy sources, although I don't know if he used this phrase.



    I don't know if he was the first to use this sort of analysis, but he certainly was very influential in terms of popularizing it.











    --------------------







    37 Risk of Energy Production



    by Herbert Inhaber



    Publication AECB 1119



    March 1978







    This study is a scientific paper from the same time period as the book "The Health Hazards of Not Going Nuclear".







    38



    He based his risk estimates largely on estimates of the amount of material which was used in the construction and operation of various power sources.



    While we could argue over whether or not this is a valid methodology, I think any such argument would be pointless as I think the age of the study alone renders it not relevant today anyway.



    Advancements in materials have changed the basis results significantly by now.



    However, as it exists I thought I would mention it to show that the idea of comparing energy sources to each other is not a new one.



    The author compared a wider variety of potential sources than Beckman did.







    39



    Here's his conclusions.



    He assumes equal amounts of energy produced by each method.



    The numbers are normalized such that the total sums to 100%.



    You can think of it in terms of what proportion of total deaths or injuries would result from each source if each were equally used.







    40



    Coal 27.5%



    Oil 25.6%



    Methanol 16.7%



    Wind 10.8%



    Solar photovoltaic 9.2%



    Thermal 8.1%



    Solar space heating 1.5%



    Ocean thermal 0.4%



    Nuclear 0.13%



    Natural Gas 0.08%







    41



    His natural gas estimate is drastically different from that of other authors.



    I am not going to worry about explaining it however, as the study is as I said old enough to be not very relevant anyway.



    I am mainly including this here out of historical interest.







    42



    As a footnote, the methanol he refers to would be synthesized from wood. This was a popular idea in that era as a means of providing liquid fuels for transportation. Practical battery electric cars in those days were strictly science fiction.







    43



    The ocean thermal category is a real blast from the past and I had forgotten all about that concept.



    It was a very popular idea at that time and was supposed to be *the* big and upcoming thing in renewable energy.



    It involved various means of attempting to extract energy from differences in water temperature at different depths in the ocean.



    It gradually faded away however, as despite great efforts being put into it, designs never proved to be practical.











    --------------------







    44 Electricity generation and health



    Anil Markandya, Paul Wilkinson



    Published in the Lancet, Vol 370, 15 September 2007







    45



    This is more recent than the previous one, although it is nearly 20 years old at this point.



    Unfortunately it doesn't cover wind or solar, just fossil fuels and nuclear.



    However it is still useful, and the Lancet is a very reputable peer reviewed journal.







    46



    I will present just the results rather than discussing the whole paper.



    The authors break it down into deaths among the public, occupational deaths, and air pollution related deaths, serious illness, and minor illness.







    47



    They break the energy sources down into lignite, coal, gas, oil, biomass, and nuclear.



    Lignite is a type of very low grade coal used mainly for electric power generation.



    In this paper biomass refers to energy crops and forest residues.







    48



    I will summarize the results by category rather than trying to describe a table that has 6 rows and 5 columns.







    All numbers are normalized in terms of deaths or cases per TWh.







    49



    Occupational deaths from accidents



    lignite 0.1



    coal 0.1



    gas 0.001



    oil no data



    biomass - no data



    Nuclear is 0.019.







    50



    Deaths among the public from accidents



    lignite 0.02



    coal 0.02



    gas 0.02



    oil 0.03



    biomass no data



    Nuclear 0.003







    51



    Air pollution deaths



    lignite 32.6



    coal 24.5



    gas 2.8



    oil 18.4



    biomass 4.63



    Nuclear 0.052







    52



    Air pollution serious illnesses



    lignite 298



    coal 225



    gas 30



    oil 161



    biomass 43



    Nuclear 0.22







    53



    Air pollution minor illnesses



    lignite 17,676



    coal 13,288



    gas 703



    oil 9,551



    biomass 2,276



    Nuclear no data







    54



    Natural gas edges out nuclear power slightly in terms of occupational safety, but in every other category nuclear is drastically lower in terms of ill effects than any of the alternatives.







    --------------------











    55 2020 Fatalities for US Roofers Increased 15% as Solar Roof Installations Increase



    Published in The Next Big Future



    July 6, 2021 by Brian Wang







    56



    This seems to be written by someone who has a popular science blog.



    I'm not familiar with it personally, but he addresses the subject so I'll list it.







    The title implies that it's all about rooftop solar, but he provides comparative numbers for the other energy sources of interest, so that is useful for our purposes.



    However, he doesn't describe his methodology, so we need to treat them with some caution.







    Here are his results



    These are deaths per thousand terawatt hours.







    57



    Coal - 100,000



    Oil - 36,000



    Natural gas - 4,000



    Hydro - 1,400



    Rooftop solar - 440



    Wind - 150



    Nuclear - 90







    58



    If we plot these numbers on a bar chart, coal and oil are so large that all of the others are squished to the bottom of the chart and are difficult to see at all.







    Let's therefore look at these in terms of orders of magnitude.



    Keep in mind that this is a logarithmic scale.



    This means that the difference between 4 and 5 is much greater in linear terms than the difference between 1 and 2.







    59



    Coal - 5



    Oil - 4



    Natural gas - 3



    Hydro - 3



    Rooftop solar - 2



    Wind - 2



    Nuclear - 1







    60



    Each of these numbers represents an order of magnitude, that is a power of ten.



    We can see that with rooftop solar, wind, and nuclear, the numbers are so close and the uncertainties are so great and their relative values so small compared to say coal that they can be seen as equivalent so far as safety is concerned.







    --------------------







    61 What are the safest and cleanest sources of energy?



    by Hannah Ritchie



    Published in Our World in Data



    First published in 2017, updated in 2022 and 2024







    62



    The author of this study addressed both deaths and greenhouse gas emissions.



    Deaths from accidents and air pollution are normalized to per TWh of electricity, while greenhouse gas emissions are normalized to GWh of electricity over the life cycle of the plant.







    63



    Here are the death figures.



    Coal 24.6



    Oil 18.4



    Biomass 4.6



    Natural Gas 2.8



    Hydro power 1.3



    Wind 0.04



    Nuclear 0.03



    Solar 0.02







    64



    For greenhouse gas emissions the figures are



    Coal 970 tons



    Oil 720 tons



    Natural gas 440 tons



    Biomass 78 to 230 tons



    Solar 53 tons



    Hydro power 24 tons



    Wind 11 tons



    Nuclear 6 tons







    65



    If we take the death figures and rank them by order of magnitude as we did with the previous article, we get the following.







    66



    Coal - 4



    Oil - 4



    Biomass - 3



    Natural Gas - 3



    Hydro power - 3



    Wind - 1



    Nuclear - 1



    Solar - 1







    67



    Keep in mind that the previous article covered only rooftop solar and not large industrial installations, and so is not directly comparable.



    Also the units are different, with the previous article being in terms of thousand TWh, and this one being in TWh.



    If we exclude solar (as the numbers are not comparable), Brian Wang's numbers are between 1.5 to 4 times higher than Ritchie's, except for hydro which are almost identical. I think this latter is due to both sets of numbers are dominated by one exceptionally big hydro accident.







    68



    Overall however, the relative rankings are quite comparable.







    Ritchie's numbers for deaths from coal, oil, and natural gas appear to be directly from the study by Markandya and Wilkinson mentioned above.







    For the benefit of those who are wondering, Ritchie specifically states that her numbers for nuclear include the Chernobyl and Fukushima accidents.







    --------------------











    https://www.iaea.org/publications/magazines/bulletin/21-1/solar-power-more-dangerous-nuclear



    Direct link to file



    https://www.iaea.org/sites/default/files/publications/magazines/bulletin/bull21-1/21104091117.pdf







    https://ourworldindata.org/safest-sources-of-energy







    https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(07)61253-7/abstract







    https://www.nextbigfuture.com/2021/07/2020-fatalities-for-us-roofers-increased-15-as-solar-roof-installations-increase.html







    --------------------







    69 Conclusion from Studies







    Remember that in engineering terms, when comparing groups of numbers which contain both both very small numbers and one or more very large numbers, the differences between the small numbers are often not significant.



    The differences between the small numbers may be the product of our ability to measure these things rather than any real differences.







    70



    For example, in the article by Ritchie wind power would appear to be twice as dangerous as nuclear.



    However, the difference between them is 0.02 compared to 24.6 for coal.



    In other words, the difference between apparently "dangerous" wind and apparently "safe" nuclear is equivalent to 0.08% of the total for coal.



    It's therefore meaningless and a red herring to even worry about.







    71



    With the above taken into consideration, generally the different sources of energy fall into two broad categories in terms of number of deaths, injuries, and illnesses.



    The fossil fuels and biomass fall into one group and wind, solar, and nuclear into another group.







    72



    Hydro power would seem to fall into the higher risk category or at least somewhere between the two, but this I suspect is mainly due to one exceptionally large dam collapse in China, the Banqian Dam failure in 1975.



    This is mentioned as being specifically included in the article written by Ritchie.



    This was a multi-purpose dam, and information on this dam is difficult to find.



    It is not clear to me whether it had a hydro electric generator associated with either it or another dam that was part of the same system.







    73



    Some people therefor may argue for its exclusion from the numbers.



    Of course some people may argue for its inclusion anyway, as it was a dam regardless of whether it actually had an electric generator attached.



    If we exclude it, then I think the numbers for hydro power would fall into the same range as for nuclear, wind, and solar.







    74



    Most people would consider hydro power to be safe and clean enough regardless of this and I will rank it as such in any conclusions that I come to.



    As you can see, even if we have numbers, it can be a matter of opinion as to how to interpret them.











    --------------------







    --------------------







    75 Taking a Systems Approach







    Now let's take a look at the broader energy picture today and into the future.



    Many countries in many parts of the world have committed to the concept of "Net Zero", which means eliminating carbon emissions on a net basis.



    Net zero essentially means the complete electrification of society.



    We must therefore have electrical energy on demand and at low cost.



    We must as a result of this look at complete electrical systems rather than individual sources in isolation.







    76



    At one time many electrical systems were entirely coal or entirely hydroelectric.



    This is no longer the case.



    There are now major amounts of wind and solar involved in many countries.



    However these are inherently intermittent.



    This means that other sources of energy are inherently also required to have a functional system.







    77



    If any particular solution inherently requires fossil fuels to meet part of the demand, then the safety, pollution, and climate issues relating to those fossil fuels have to be factored in to that complete system when trying to come up with a relative ranking.







    Talking about Individual sources in isolation are therefore meaningless in these countries.







    78



    There are battery systems, but these are mainly used to stabilize and regulate the grid plus to a lesser degree to smooth out short term daily peaks in demand.



    They do not have the ability to store large amounts of electricity on a large scale for an entire grid for days, weeks, and months to make up for intermittency.







    79



    So a serious attempt to rank sources of energy would need to look at a variety of representative countries and for each one come up with a plan that involves 'x' megawatts from source 'a', 'y' megawatts from source 'b', etc., and total up the values for each.







    80



    I am not aware of anyone who has studied this larger issue.



    However, the problem has to be addressed from this perspective in order for any answer to be useful.



    Not taking this into account is like ordering a diet soft drink to go with with a high calorie meal and assuring yourself that your plans to diet are fine.







    81



    This is not to imply there is anything inherently wrong with wind or solar.



    It does mean that if your goal is to achieve both net zero and a clean environment, you have to look at your entire energy system as a complete system rather than focusing on what you feel are the most reassuring parts of it while ignoring the rest.







    This does however add to the argument that it is in fact inherently very difficult to come up with a system of ranking energy sources for safety.











    --------------------







    82 Nuclear, Climate, and Clean Air - Contrasting Examples







    To give a tangible example we will now look at two different places that followed two divergent paths at roughly around the same time frame.







    These are the province of Ontario in Canada, and Germany.







    83



    Ontario had a mix of coal, hydro electric, and nuclear generating plants.



    Germany had a mix of coal, nuclear and natural gas plants.







    Ontario shut down their coal fired plants and kept their nuclear plants.



    Germany however shut down their nuclear plants and kept their coal fired plants.











    84 The Phase Out of Coal in Ontario







    In 2003 Ontario decided to close all of its coal fired generating plants, which consisted of 19 units (that is boilers and turbines) totalling 8,800 MW.



    This phase out was completed by 2014.







    85



    Here are the figures for amount of power generated by each energy source in 2003 and 2014.



    Nuclear went from 42% to 60%



    Hydro went from 23% to 24%



    Gas went from 11% to 9%



    Coal went from 25% to 0%



    Non-hydro renewable went from 0% to 7%.







    86



    As you can see, the bulk of that replacement came from increased use of nuclear power.



    Furthermore, this did not result in simply replacing coal with natural gas.



    While gas is cleaner than coal, it still has emissions and if you recall from the studies that we looked at earlier, had an estimated death rate roughly 2 orders of magnitude greater than nuclear, solar, or wind.







    87



    To put this in more practical terms, at one time Toronto regularly had clouds of smog obscuring it, to a large extent due to these coal fired power plants







    With the phase out of coal, smog days went to zero in 2015 compared to 53 a decade earlier.







    The 2023 figures for Ontario show carbon emissions of 53 grams per kWh of electricity generated.



    We can use this as a rough benchmark comparison for total emissions.











    88 The Phase out of Nuclear in Germany



    Until March of 2011, Germany generated one quarter of its electrical power from nuclear.



    Starting in 2011 however, they began shutting down their nuclear power plants.



    These were then phased out over the next decade.



    However, the coal plants were to be kept to 2038.



    In 2026 Germany began talking about increasing use of coal in order to save gas.



    In the same year the German chancellor Friedrich Merz stated that the phase out of nuclear was a



    quote “serious strategic mistake”.



    EU Commission President Ursula von der Leyen said it was "a strategic mistake for Europe to turn its back on a reliable, affordable source of low-emissions power".







    89



    I won't go into the details of the phase out, but let's look at some emissions numbers for Germany.



    If we look at the official numbers from the European Environmental Agency for 2024, for Germany their emissions were 298 grams per kWh of electricity generated.







    Recall that we are using emissions as a very rough guide to amount of air pollution, and that this has a direct effect on the safety of the overall electrical energy system.







    90



    So, who actually made their people safer, Ontario who phased out their coal plants and kept their nuclear plants, or Germany who phased out their nuclear plants and kept their coal plants?







    91



    If you want a comparison directly within Europe, then Germany has one of the highest rates of emissions per kWh of electricity generated, whereas France, who use mainly nuclear power, have one of the lowest at 43 grams per kWh of electricity generated.







    Again, who is making their people safer, Germany or France?







    92



    I don't want to make it sound like I am picking on Germany.



    I am also not going to tell them how they ought to run their country.



    However they provide a good real world example of how we need to look at things in overall context when we are thinking about the choices that we make.











    https://www.ontario.ca/page/end-coal



    https://www.cbc.ca/news/canada/windsor/smog-study-shows-significant-decreases-in-pollutants-in-ontario-1.4151183







    https://www.eea.europa.eu/en/analysis/indicators/greenhouse-gas-emission-intensity-of-1



    https://world-nuclear.org/information-library/country-profiles/countries-g-n/germany







    https://www.politico.eu/article/friedrich-merz-is-right-to-reject-germanys-nuclear-phase-out-says-iea-chief-fatih-birol/







    https://www.politico.eu/article/germany-considers-ramping-up-coal-power-to-avert-energy-crisis/







    https://www.iea.org/countries/estonia/electricity



    https://www.iea.org/countries/malta/electricity











    --------------------







    93 Conclusions



    As we can see, there don't appear to be an abundance of peer reviewed scientific studies that we can simply point to in order to answer the question of safety of all possible major different energy sources once and for all.







    Collecting the data to even attempt to answer the question is inherently very difficult as we cannot readily conduct experiments to answer the question, and sources of data are not collected or consolidated in a manner which can answer this question adequately.







    94



    The essence of the problem is that most energy industries are not as tightly regulated and monitored to the same degree that say nuclear power or commercial airliners are, so this data is simply not being systematically recorded.







    However, a number of people have attempted to make estimates.







    95



    Their conclusions would seem to be that nuclear, wind, and solar are roughly equivalent in terms of safety.



    All fossil fuels are much less safe than nuclear, wind, and solar, by as much as several orders of magnitude.







    96



    We can however say with a reasonable degree of certainty that if a country shut down their nuclear power plants and kept their fossil fuel plants, particularly coal, then they probably made their people less safe than if they had done things the other way around.







    97



    I hope that I have provided some context in which to think about the issue.







    Thanks again to brian in ohio for providing the question upon which this episode is based.







    --------------------





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