Showing posts with label outcomes. Show all posts
Showing posts with label outcomes. Show all posts

Tuesday, July 14, 2015

There's A Very Simple Lesson In All This. Tuning Our Envelope Of All Known Tolerance Limits

Take our embarrassing example of Greece & EuroZone Policy, PLEASE! Before more citizens get lost in the fog of fiscal war.
In other words, how the eurozone helped lead to Greece's crisis.

These are the same people who built CERN?

How did they NOT see this coming? Why aren't Europeans probing the fundamental structure of their own cultural aggregates?

And why are they taking it out on the citizens and plebes of Greece, instead of on their own reckless lenders & profit seekers? And why are citizens & plebes across Europe egging on their own feckless leaders, and encouraging them to flog the neighboring serfs all the harder?

This is the usual plight of people who know more & more about less & less, until they know everything about nothing (especially their own context)
Lissencephalic policy apparatus, convoluted cultural outcome paths.
Or, how flat-earth level, slow witted ideologues produce criminal politics, when allowed to, by citizens acting like innocent bystanders, & pretending not to be active accomplices.

It's only when policy-forming processes are nuanced enough to be adaptive, that culture evolves.

Right now, with so few paying attention to the most simplistic fundamentals of inter-dependencies, our vast stockpile of detailed data sits unattended, as everyone assumes that policy is unimportant enough to leave to the presumed process owners. Whom everyone privately agrees are idiot politicians! Go figure. Denial is perhaps most rampant among PhDs begging the excuse of being "specialists," and thereby absolved from involvement in evolving democracy. You couldn't make this up.
Have data, won't use it to drive aggregate selection. Only nitpicking.
There's a very simple lesson in this.
Recombinant aggregates can't adapt if emerging components don't get emerging feedback & then practice contributing to aggregate selection, early and often enough. There has to be overall tolerance limits for the variance allowed across the entire envelope of tolerance limits (including time constants*) for all aggregate processes.

That's the essence of system tuning, and that's how autocatalysis slowly occurs.

For those who don't understand that paragraph .... here's:

Human Systems for Dummies

1) Recombi-NATION. A human culture or nation is a massively parallel recombinant system (even more so than a forming nervous system or a whole organism growing from an embryo). Well Duh!


2) What is a recombinant system? Recombinant systems "connect everything to everything" and then relax briefly to a selected form, before doing it all again. Again, Duh!
Evolution of species illustrates a steady progression of recombination occurring less stochastically, and more smoothly & continuously. Human culture now recombines by continuous production & education of children, in pre-k & K-12 learning systems, plus a proliferating array of adult "disciplines."


3) Connecting everything to everything, before selecting what form of relaxation is briefly safe. To be blunt, if kids don't get exposed to the entire range of human thought, soon enough & often enough, then aggregate knowledge (context awareness) cannot grow smoothly, and we instead just stockpile data-minus-context in inaccessible journals & other archives.


4) Practicing Aggregate Selection is a group exercise. Our cultures & economies can't meet the challenges of selective pressure if we can't generate adequate adaptive tempo. That only comes with early & frequent practice at addressing whatever the moment-of-selective-pressure is, i.e., our biggest policy challenges. It just never helps enough, to have students tied up for decades paying attention ONLY to trivial errata that rarely, if ever, helps extract context from excessive amounts of data.


5) Tuning our whole system, not just the components. Our culture & economies also can't generate enough adaptive tempo unless we actively involve a threshold level of multi-generational involvement in pressing policy issues. If success means surviving an endless succession of unpredictable challenges in unpredictably transient contexts, then our #1 goal is not to optimize current skills, but to develop education & training systems that maintains adaptive recombination skills and doesn't let them wax & wain with too much variance. We want to survive the hour (or the business quarter, or the budget year), but we want every new ripple of graduates to be able to solve tomorrow's challenges, and we want every new generation to be able to handle the challenges that will come 2 decades out.
Zero predictive power? Seemingly unlimited adaptive power? What would you do? Try to do too much (of the wrong thing) until you're gone? Or, prepare your kids to take over AS SOON AS POSSIBLE, and then ALSO train them to have kids soon enough ... & know how to train the grandchildren to again take over in their turn, as soon as possible? That's how to keep our species ship afloat, and our culture growing.

Term Limits is not enough, by far. We always need an annotated package of Adaptive Limits that includes:
term limits, plus ...
early education minima (mis-education limits),
lifelong exposure to aggregate challenges (mis-exposure limits),
lifelong training & education & work (human mis-allocation limits),
lifelong involvement in policy formation (mis-recombination limits).

This is simple biology-101 and anthropology-101. Every recombinant process on this planet meets that entire envelope of challenges ... or soon disappears from the stage.

Data is meaningless without context. It doesn't matter what we know, only what we know how, and why, to use ... to survive ... in the future, as well as today. We won't get there by knowing more about less, any more than we will by knowing less. Nor by arbitrarily paying attention to less of everything.

Above all else, we need to be agile about what and how we contribute to aggregate selection, and how we train to help our aggregate survive natural selection.

 * A "Hamiltonian" is the presumed equation describing some aspects of a hypothetical system. Similarly, members of any human team or aggregate eventually come to appreciate the critical interplay between the time constants of multiple processes. For some outcome to occur, many different, interacting processes have to occur with some minimal tempo, and deliver local outcomes within some critical period, i.e., with a maximum time constant. This is the basis of orchestral or band music, for example. It would be useful for students to formally grasp this as a named concept and ponder it, from pre-k onwards. The Grumbletonian? :)  Timing of cooperation is an inherent part of cooperation, and something that humans are geniuses at, even as babies - if that talent is developed, rather than neglected. Aggregate tuning is all about reducing NET frictions. Managing that begs for a consensus definition, and delivery of the summary data to track it.




Tuesday, October 14, 2014

Just Do The Little Things That Make It Harder For All Citizens, Everywhere, To Work At Cross-Purposes?

Periodically, we can't help seeing all the way through.

When that happens, it's always a bit deflating to see even revered elites revealed as logically challenged at times. Yet even that shouldn't scare us. We need our audacity as much as our security.

What are we seeing through this time? Several items, through the eyes of one man, as well as his known history. It's a compelling, revealing snap-shot, with multiple elements of partial truths compromised by a history of countermanding errors - by many people.

See the photo and URL. This approach sees part of the problem, but misses the point.

There is a better way.
"Just do the little things that make it harder for citizens to work at cross-purposes." Col. Casey Haskins (US Army, Retired)
That's what evolution, aka Natural SELECTION, aka OBT&E is all about.

It is NOT about kicking anybody out.
(A portion of all people everywhere, at all times - even a portion of ourselves & our own kids - are always misbehaving, and misguided. Do we kick them all out, and swap 'em for those that other countries kick out? No matter WHAT we do, we'll just recreate a similar range of challenges and options, in one generation. That's the penalty for enjoying the benefit of massively parallel recombination, cultural or sexual.)
Instead, it's about listening to our own logic, instead of to pea-brains, and practicing forbearance while exploring - and selecting - better options. How? We always need even newer methods to do just that, & can discover them ONLY by initiating enough distributed trial & error. It's not about having insights, or being partially right. It's about seeing all the way through, to even better options, plus better methods for achieving those Desired Outcomes.

"One day after I am long gone, you will remember me and say, we should have stopped the nuclear program of Israel, abolished the Federal Reserve and kicked all secret societies, occultists, usurpers and Zionists out of our wonderful country, to keep it that way, but it is never too late, just remember that." 
[I don't know who that's from, but it's not from JFK, as some have claimed. It doesn't matter, since it misses the deeper point altogether.]

Trading Royalty for Banksters for Racists for Trusts for Nazis for Zionists for Banksters for Neo-Liberals? Is that the national process history of the USA, and what our electorate argues itself to a standstill over?

Isn't there a better way than just enduring a cyclical trap of orienting to create, then combat, then re-create successive Innocent Frauds & overt Control Frauds? We're afraid of our own shadows, and panicking, instead of just managing our constant combination of fears and options.

Which approach do we choose?
Passive NonCompliance - after ceding tempo?
     Or
Active Outcomes-Based Practice - while seizing & maintaining initiative?

Why are a tiny # of sociopathic pea-brains usually able to keep 90% of humanity confused, divided & conquered?

Only because we're not aggressively PRACTICING listening to all of ourselves, all of the time - so that an adaptive hierarchy of options worth exploring is always and automatically sorted and distributed, soon enough to matter?

Mal-adaptive ideas are never our core problem. 
In fact, the combination of having them and then trying to eradicate them instead of just ignoring them is our greater failing, and a self-inflicted wound! 
Mal-adaptive ideas are a constant, from an infinite source. 
Success lies in constantly & QUICKLY surrounding mal-adaptive ideas & outcomes with enough adaptive ideas to make the distinction obvious, early and often enough to steer ongoing outcomes.
After all, our goal is to SELECT more adaptive ideas than mal-adaptive ones.

Just make it easier to bias our selection in one vs the other direction.

Doing the little things that make it harder for citizens to work at cross-purposes ... is the same as doing the little things that make it easier for citizens to coordinate, at any scale.

Those two, desired practices support both goals, and reduce to the same practice set.

We need a Bias To Adaptive Outcomes, from coupling a Bias To Action PLUS a Bias To Full-Feedback Selection.


Monday, August 25, 2014

Summary Fusion of OBT&E, OBCE, Credit, Currency, Criminology & Policy

OBCE distilled to 4 points:

1) Aggregate progress means local habits have to give way to emerging, aggregate habits.
2) The habit of coordinating Cultural Recombination is mightier than competition.
3) Public Discourse defines Desired Outcomes and drives coordination.
4) Practice drives agile Public Discourse.
[Any comments? Feedback is absolutely required, as you'll see, below. :) ]

Let's start with a challenging axiom.

There is no distinction between leading, policy, economics, and operations ... there is only staging, linking & sequencing of distributed actions, to explore emerging options.

Next, let's jump right in by noting that aggregate success, and Output Gaps are gated primarily by outmoded, persistent local habits of dominance & subjugation, ... with no aggregate goal in mind.

The real kicker here is that the vast majority of self-defrauding behaviors, from Innocent Frauds to Control Frauds, are expressed as insufficiently examined habits, among people who are not are not getting enough practice at thinking anywhere hard enough to sense the aggregate outcome of their personal compulsions.

In short, frictions and output gaps are manifestations of lagging coordination.

And the frauds that supposedly sap coordination? Frauds are just random agents following random actions - SANS ADEQUATE PATTERNS OF AGGREGATE FEEDBACK!!!

There is a better way. We can call it Evolution, and it's core methods are coordinating on a greater scale.

How does coordination grow? Via inevitable autocatalysis. If it can, it eventually will, simply due to statistics. So if it can happen, why not sooner rather than later ... which may be too late?

How does a human aggregate catalyze it's own coordination? First, by adequate preparation. Group Intelligence is always held in the BODY OF PUBLIC DISCOURSE. We have to generate an adequate sampling of aggregate discourse, before we can tune and leverage it to fit a given context (aggregate regulation). So the key, underlying process always requires practiced familiarity at changing methods for continuously generating & re-shaping adequate patterns of distributed feedback. That requires agile Public Discourse in it's broadest sense.

That's what Walter Shewhart, 80 years ago, called the "Cost of Coordination." Any biologist, ecologist, physicist, chemist or statistician would agree with Shewhart's statement.

"In all .. systems, the highest cost, by far, is the cost of coordination." W. Shewhart

Shewhart, and later students of his PDSA cycle, such as Deming & Boyd, considered the immediate corollary so obvious that they never bothered to state it in print. However it's useful to state it for beginners, simply to prime their learning curve. "The highest return, therefore, is always the return-on-coordination."

Jumping ahead, one can readily see from this that It really does ALWAYS come down to saving aggregates (not just frauds) from themselves. And saving our nation along the way. How? By indirectly tricking any and every size aggregate into actually exploring coordination on a larger scale. Humans are inherently exquisitely cooperative, but coordinating their constantly emerging diversity creates a continuously growing need for NEW coordination triggers, moderators and practice methods.

Call it Cultural Recombination, or something else, depending upon who's listening, and why. :)

Cultural Recombination is an extension of the same process that occurs during Sexual Recombination and embryology. We need social catalysts that drive and shape Cultural Recombination as much as we need the proteins and nucleic acids that catalyze sexual recombination.

Just adequately reconnect everything to everything to master context, and then - for resiliency - relax to what's minimally needed for a given context. Aggregate resiliency means actually keeping enough in adequately distributed reserve, to enable re-mobilization for changing contexts.

Cultures just do that continuously, in interleaved, asynchronous patterns. That always makes me think of Combinatorial Chemistry. In "Combinatorial Culturary," we're throwing more stuff together all the time, whether we will or won't. Our task is to select an aggregate adaptive signal from the changing aggregate noise. Luckily, that's all we have to do, and we're very good at it, when we bother to try.

Have analog computing system, must use it.

The only analog computing system more massively parallel than the human CNS is the human culture. Both are terrible things to waste.

ps: There's also one, undeniably inevitable "economic" corollary to all this. Growing aggregates must devote higher proportions of their time to aggregate coordination. The ratio of "dedicated work" to "dedicated coordination" is a function of aggregate size. Simply put, that means that the AVERAGE hourly work week should be continuously declining variable, co-yoked to population size and aggregate agility. If we're to maintain a functioning democracy, then our hours of work per week absolutely cannot be a fixed constant. To reap the insane return on coordination, we have to dedicate increasing proportions of our time to distributing, analyzing and testing the implications of our own, distributed feedback - instead of just working harder at what we're already doing wrong. It's that simple. Less work, more discussion & coordination.



Tuesday, January 7, 2014

Continuously Newer Methods For Increasing AND Tuning Key Communication Throughput - The Key To All Development.

An interesting campaign poster appeared on twitter recently, indicating that 100 yrs ago, we as a people had a better grasp of return-on-coordination?





There are tangible benefits to organizing and coordinating?

Why do we have to be reminded of this?

Obviously, we've known this ever since the first proto-humans bagged a mammoth or other large prey, or organized their first camp.

Even chimpanzees and baboons know this implicitly

Every pack, herd or band animal does, to some degree.

So it's extraordinary that modern humans express an oxymoron as profound as the following.

All people implicitly grasp the benefit of small team behavior, and ... too many also DISPUTE the benefit of successfully organizing on a national scale.

If one national effort doesn't quite work, too many tend to say it can't be done or is too difficult, instead of just deciding to adjust existing methods?

THAT BEHAVIOR OF GIVING UP IS NOT NATURAL!

Or at least it's only a part of our nature.

If resisting growth was all we did, we wouldn't be here today in nation-states, after a million+ years of human evolution. You have to presume that a constant level of failed context awareness, aka parasitic self fraud, aka Control Fraud supplies the bulk of our actual selective pressure? What seems to divert us from our own evolution is the same pressure that drives us to further evolve human culture? Namely, our internal frictions.

We've all heard or expressed the following thoughts, at different stages of our development. They're familiar refrains, which both limit and drive our development of new mobilization methods.

"We have too much government!"
"It can't be done!"

"In theory, but not in practice."


True, or not true? It's very difficult to even have this discussion with most people, since most aren't comfortable separating required methods from emerging options. Yet there's a fundamental truth that cuts across this irrelevant, student argument.

FOR OUR GROWTH RATE TO STAY THE SAME, 
WE MUST CONSTANTLY CHANGE EVERYTHING ABOUT OURSELVES?

Ya think?

So why do we see so much friction over such an ancient topic? Today, everyone can discuss small-group teamwork as an implicit or natural behavior, yet too many refute the obvious corollary, that larger scale teamwork can also be "natural" or implicitly achievable.

We all laugh at "Cargo Cults" in simpler settings, yet nearly all of us are still Cargo Cult Cultural Scientists ... who actually believe that we have to GET our dynamic fiat and our static assets FROM something other than our own teamwork.

Here's one significant conclusion. It's one that all students should learn by age 10?

The sensory instrumentation of small groups of people wield communication throughput that allows them to easily accommodate iterative trials & errors, until they find what works. Our 5 senses alone give us enough leeway to do a lot, and our various tools and methods provide additional "force-extension."

Those capabilities allow us to:
.....gather much information;
.....recognize inter-dependency patterns (aka, make context models);
.....test behaviors (generate trials);
.....assess outcomes (before going back to review other context changes).

If we both make enough mistakes and forgive ourselves for them - quickly enough - then we call it learning, and find sustainable success as what's left over.

Sure, we always have to select how little data or communication throughput is needed to be efficient at a given task. Yet to achieve group efficiency, we ALWAYS need enough communication throughput to explore constantly changing group options, by iterative trial & error.

Once achieved, the same new methods that allowed new achievement also allow selective TUNING. Selecting to relax into efficient habits for transient contexts? That requires enough computational power to drive the selection of which transient habits to fall into, and then to re-gear everything as contexts change. To survive, we gradually toggle between fully activated vs relaxed organizational states.

However, at the end of every relaxed period, we usually have MORE PEOPLE to activate or mobilize. So there's a double task.

First, re-activate the prior level of organization, by re-asserting and increasing the active, non-relaxed level of communication throughput across a LARGER TEAM!

Second, tune the communication throughput to actually make this larger team even more organized than competing teams, in a given context. Most data is usually irrelevant to context, but it takes considerable practice to sort that out.

Imagine you're a sports coach. It takes months of practice for a given team to get better at a given game.

What happens if periodically the team and coach are told that the league has changed the rules, and there are more people on every team - say, 7 on 7 basketball, instead of 5 on  5. Worse, imagine that the field size or shape has changed, and that the equipment changed.

All teams would struggle to adapt, and get good at exploiting all the new options! Organizing on a larger scale is difficult. It requires readjust ALL interdependencies, and finding new tolerance limits for every one of them.

Yet would it take even more time and effort than the original training did - or less?

Those growing teams that excelled would be those who adjusted their entire training methods, and got good at learning itself, not just excelling at one, defined iteration of one sport. If the changes occurred too quickly, many would spend time complaining, or just give up and quit.

Only the most agile groups would survive.

Sports are obviously a very pale comparison of life, war, or cultural evolution.

To drive group learning, faster/better/leaner, large groups struggle to field and quickly tune the variable communication throughput required to sustain group trial & error without excessive group frictions.

Simply put, that's why so many individuals and subgroups are always PURSUING MAL-ADAPTIVE OPTIONS FOR TOO LONG, before receiving adequate, full-group, feedback. We call it fraud, yet fraud is itself just a symptom of failed group maintenance or self-regulation, resulting in isolated people lacking adequate, timely group feedback.

Spectacular examples of task-specific or context-specific communication throughput occur repeatedly (campaigns, wars, environmental impact statements, FDA clinical trials, banking regulations, Automatic Economic Stabilizers, etc).

Yet such examples are usually either local or temporary achievements that face considerable frictions, and constant resistance to their retention.

Cultural evolution works on yet another level, beyond the comprehension of most component citizens.

Hence, most adaptive cultural adjustments are not immediately MAINTAINED, even those that were seemingly demonstrated to all. 

THAT, IN A NUTSHELL, IS WHY SO MANY GRANDCHILDREN HAVE TO RE-LEARN DIFFICULT LESSONS WHICH THEIR GRANDPARENTS LEARNED THE HARD WAY, AND THEIR PARENTS EITHER FORGOT, OR NEVER LEARNED TO IMPLICITLY APPRECIATE.

So there's a 2nd step to cultural evolution.

To MAINTAIN organization on a larger scale, we have to first develop the full, group-wide communication throughput that allows the original achievement.

Subsequently, we must then institute some 2nd order changes in citizen development (i.e.,. upbringing, education & training) to permanently capture and retain both the new achievements AND the newly elevated threshold of communication throughput that allows them.

This cycle repeats, so there is a 3rd step in accelerating adaptive rate, or autocatalysis, that is scale dependent. Once a human group fields enough communication throughput to start taking on "larger prey" or bigger challenges, it also fields enough computational power - in the form of agile public discourse - to actively observe and tune it's own developmental methods.

Once we can adjust our upbringing, education and training methods at will, we can accelerate our cultural achievement-&-retention cycle. Then we can chase context change faster/cheaper/better.

This brings up an interesting question. HOW MANY GENERATIONS DOES IT TAKE FOR A GIVEN CULTURE, TO PERMANENTLY RETAIN NEWLY DISCOVERED, ADAPTIVE METHODS?

If you follow the old advertising adage, you might suggest that it once took Neanderthal or ancient Cro Magnon humans, say, 12 generations of observable trial and error before a new group trait was clearly separated as an adaptive signal, from all the competing cultural noise. That's presumably how cults, clans and bands form - through behavioral recruitment and meme flow, not just gene flow. The adjusted methods can be physiological or purely behavioral.

To answer the behavioral part of the question, how soon a culture retains new behaviors is always some selective function of how early each new generation is exposed to a newly practiced behavior, so that kids start practicing it during development, by emulating emerging adult tasks. That's a inescapable reality, given the known developmental "windows" for all forms of human developmental plasticity. To foster results, all groups recruit children to start practicing required individual or group skills at an earlier age.

SO IF WE AREN'T CONSTANTLY PUSHING POLICY DILEMMAS OF THE DAY FURTHER BACK DOWN OUR EDUCATION PROCESS, WE'RE SLOWING OUR CULTURAL ADAPTIVE RATE?

So what must we do? Change everything? How much? Without assessing the impact of everything, how do we selectively change everything?

We have a significant industry evaluating HOW children learn. Yet we don't invest nearly as much effort into constantly reevaluating WHAT they start emulating, how soon, or how to ASSESS THE IMPACT on our desired, national outcomes. If we diverted more of our existing NSA and other MICC budgets to assessing how well our developmental, education and training methods track our emerging national challenges, we'd be far more secure.

National security is a function of what we as a people become, and how quickly we achieve and retain newly adaptive traits? No surprise there. Wallace & Darwin would have said they told us so?

National security tracks our Cultural Adaptive Rate, which tracks our development and assessment of new methods, not just diversion of MICC profits into private hands.

CULTURAL METHODS DRIVE CULTURAL RESULTS.

And rate of changing cultural methods drives our rate of cultural development.

Our rate of retaining new cultural methods, in turn, tracks our effort at rapidly adjusting our development, education and training methods to fit our emerging, national Desired Outcomes.

Yet what good does it do to let children emulate the national tasks of the day, if we're not setting new national goals for ourselves? So we end with yet another link in a cascading cycle of cultural development. If we don't keep setting national goals worthy of our expanding audacity, then we can't keep ourselves employed, or become all that we as a people can become.

To end, here's an updated set of tuning memes for our cultural situation.

Full group interactions drive group awareness.
 Group awareness exposes group options.
  Group options demand adaptive, group exploration activity.
   Adaptive group exploration demands increasing group coordination skills
.
    Increasing group coordination requires new group assessment methods.
     Group assessment drives group interactions
(restarting the cycle, on yet another level).

Please get busy making sure that our culture becomes more than the one we were capable of making. Give ALL of our descendents new cultural options, not just hoarded fiat currency. Fiat they can always make, by fiat.




Friday, December 6, 2013

What is Homo Sapiens going to DO with itself? Rates of Exploring Local-vs-Aggregate Options ... and the Fate of Nations.

To answer that, let's first look at a seemingly unlikely context.

Amsterdam Gives Alcoholics Beer to Clean City Streets

And then range up to analogies, such as "USA gives sociopaths power ... to "clean up" social interdependencies."

Before delving too deep, too quickly into taboo subjects, lets practice on the one with less implications. Beer.

I don't know how widely this particular issue was discussed in Holland, but it opens a small, useful window exposing a view of group policy-development methods. Isn't that a window all citizens should look through more often?

It's a bubbling, boiling topic. In the particular case of beer, we've come full circle in the past 100 years, first to Prohibition, then to the opposite extreme. We bounced all the way from tolerance limit to the other. Is there a way to spend more time near whatever intermediate zone is safer?

You have to immediately wonder just how many times throughout history this - and similar - social experiments have been conducted, the results noted - or not - and eventually completely forgotten all over again!

Does that sound familiar, or what? 

It's largely a number problem. Lets say that ~24 grandparents had to learn some lessons the hard way, and that to many of the ~48 or more parents either forget, or never learned those lessons. Can we minimize how many of the ~100 or more grandchildren have to relearn too many of those painful lessons - starting from scratch? With growing numbers of grandchildren involved, maintaining adequate affinity, motivation, interactions, coordination and Group Intelligence becomes a increasingly distributed task, with no simple policy fix possible. It can get ugly ever 3 generations or less, if there's no brewmaster tending the fermenting brew. If we are both brew and brewmaster, how do we tend ourselves to get a better brew, and not keep losing whole batches?

At heart, the sweeping Amsterdam beer policy, is an extension of what EVERY merchant lobby drifts into working towards. That is: merchants lobby to get policy tilted toward favoring THEIR product. And electorates look for ways to accommodate the endless sea of wheels squeaking to different extents.

Why do merchant sectors lobby? Why do electorates accommodate given patterns of merchants, to given extents, at different times?

Merchants lobby because bureaucratizing access to their product, as a policy ... inevitably opens options for shifting (& stabilizing) the spectrum of it's REAL price point (i.e., relative to other current & emerging static/dynamic assets).
Thereby, anyone in that and dependent industry sectors tend to ASSESS that policy development as "improvement" (for them).

That is the temptation that creates the phenomenon of Control Frauds, as the culmination of unchecked, Innocent Fraud.

Yet what does it mean for net Adaptive Rate of the "more perfect union" all citizens are supposedly pursuing? Electorates end up accommodating troublesome Control Frauds too long, precisely because of confusion. Re-tuning a complex system is far more difficult than the simple, local acts that can screw them up!

Is a group's NET development rate decreased, stalled, or increased by enshrining certain decisions in bureaucracy policy? By simple statistics, degradation is dramatically the norm, and required investment in CAREFUL regulation is always increasing, never stabilizing or decreasing. 

National self -regulation is rarely, if ever, a significant problem. Lack of self-regulation is the perennial, #1 problem keeping us from reaping the insane return-on-coordination.

How can we re-tune our changing system? Well, that always depends entirely upon context first of all, ultimately including how well the NET impact of the chosen context-response is ASSESSED by that electorate. Hoard, horde, lord knows we've all seen disastrous policies maintained for decades ... by squeaky wheel "elites," or even because of our own ignorance, in the person or the aggregate. Often we can't generate successful responses, or can't do so soon enough even once we realize what the solution is. There are many processes which sometimes seem at odds, not just the heart and the mind.

If you sample feedback from additional sectors, and plot them into a response spectrum ... how many lobbyist sectors or individuals approve or disapprove of a given policy change, how vehemently, and for what reasons?

Hmm, this example looms as one reflection of a bigger, more systemic need. How DO we the people actually assess where our policies are leading us?

Our reality is that we have to find solutions to that complex question.

There is no point of seeming stability that is not a dynamic equilibrium between conflicting forces. Get over it.

Further, there are no adaptive paths in the natural world that are not maintained as dynamic equilibria between an endless history of opposing factions! Get over that too!

There's always at least two, even bigger questions. Where are WE going from here? And HOW are we gonna get enough of us there, soon enough to matter?

The second question we've already answered. Rather haphazardly, obviously!

The answer to the first question is a neverending, and unpredictable. Simply put, there is always an even better way. If we don't find it. Some other nation will.

Meanwhile, we are ALWAYS putting far too much policy power in far too few hands.

Then we haphazardly select "leaders" to wield that delegated power.

Then we haphazardly select methods for developing, training and assessing criteria that define leaders. Any sociopath in a nice suit, with an expensive hairdoo?

They may be sociopaths, but they're OUR sociopaths?

All of them? When do their very numbers get in the way of OUR net progress?

Is zero tolerance for ALL frictions a viable option? No. We adequately documented, millennia ago, that recombination outstrips isolation or active reduction. Cultural recombination builds on sexual recombination. It's messy, but leaves all other methods in the dust.

Is accommodating ALL frictions a viable option? Also no. There's a huge gulf between too much selection (over-adaptation to one, fleeting context) and no selection at all. Those extremes have been documented as survival tolerance limits.

Natural selection is the survival path through that gulf. Finding the most adaptive balance between those two tolerance limits - over time & contexts - defines ongoing success. Obviously, it demands massively parallel, combinatorial sociology.

That sounds daunting, but truly amazingly, we can do this. Damn. We are GOOD! It's just that we can do even better, and must. Yet ONLY if we embrace the audacity of having the insane amounts of fun it involves, to commit to working on that together. Valhalla exists. It's just that we don't go there just to fight. Rather, we send our offspring as delegates, to emulate AND THEN EXTEND the fun we keep building. You got a better idea? If not, then ramp up the party!

So just how far down the path the Dutch have taken, can we all go, and in which combinations, nay ongoing permutations?

Now that we're all drunk on audacity, let's just jump right over some prior taboos.

Shall we just give all our sociopaths nice suits to pontificate in? Civilian as well as military? With hordes of trainee journalists to hang on their every word, and take photos?

Wow! To do that, we'd clearly need to reassign our best choreographers, to help stage, link and sequence presentable ways to work - just well enough - WITH a just-adequate sampling of our own squeaky wheels.

Why would we want to do that? In order to accommodate their addictions with cheap prevention instead of expensive repair of the NET mistakes they "lead" us into?

How far could we take this process? It will ALWAYS remain a group art .... until some new permutation of art becomes unpredictably enshrined as a documented principle of scalable science. We'd be going from analogous "givens" like selective chemo-taxis, to selective resource-taxis. The same behavioral principle, just expressed on a different scale, with uniquely scale-dependent methods.

Forget par-allel evolution. We're witnessing scale-allel evolution. Analogous principle, but expressed on a completely different scale. Personally, I doubt we'll progress as a nation, until every student learns such perspectives by age 10, so that they can move onward from their parent's obsolete contexts, not just over-study details irrelevant to our emerging resource-taxis demands.

How far can we go with more scalable versions of the Dutch approach? Right now, only as far as our un-coordinated, industry-sector lobbyists, and their paymasters? Remember that the commonly expressed goal of capitalism is blindly sequestering real resources from your growing community, by constantly promoting a higher real-price-level for your particular product. "Hey re-source. Hey re-source. Hey re-source." The mating call of the rank capitalist.

The part they miss is that there's a hidden refrain, detected only by those with an ear for their groups NET or aggregate refrain. Net or Group Capitalism, like other subsets of biology and thermodynamics, simultaneously reflects the ADAPTIVE SUM of all individual and aggregate drives to explore ever more options. The aggregate result, over time, is that our growing chorus line drifts into organizing on an even greater scale. By the statistics of accumulation alone.

It's true that at any time, the rich are getting richer and the poor are getting poorer. That happens right up to the occasional point where rich and poor once again trip over the fact that they can all get richer than any imagined ... by working together, insteading of stealing from one another. After a round of cooperation, they set about looting the perceived excesses from one another. The better way is to fully invest that excess in ALL of our offspring. That's how we got it in the first place!

Obviously, local competition is not all that's happened in history - although the typical, under-educated capitalist will deny it. By hook or crook (pun intended), even the most narrow-minded pirates eventually work together to pursue a greater return-on-coordination. Usually only after they trip over it once too many times.

So - jumping ahead - perhaps at the present time, our best challenge to tackle might be getting the entire spectrum of political lobbyists to put their heads together, in order to provide their best ASSESSMENT of how random policies will ripple out through all the inter-dependencies currently carefully tuned to code in our complex democracy.

Obviously, they'd rather not have to face that responsibility! To survive, however, we have to make enough of both them, and us, face that truth. If the question of responsibility isn't asked, it's far easier for them to rationalize, and to take the money and run, and for us to let them do so. Whether Active Frauds or Innocent Frauds, do we EVER need people that run from all duty to nation?

So how DO we get all industry sectors, and the lobbyists they mob Congress with, to actually use their heads, collectively, rather than ONLY in mock isolation?

The implications cascade all the way back to Kindergarten, to pre-natal care, and to EPA and all other policy functions. Human culture is a frog that can easily boil itself, before it knows which direction it's net options are heading.

Like General Patton, I am NOT going to prejudice anyone - or constrain their thinking - by trying to suggest HOW this will be done. I'm just suggesting this as a plausible, Desired Outcome. We need all of us to participate, uninhibited, if we're to act smarter than any subset of us.

What I will suggest is that we need more recruitment platforms. Many more of them. So that we can quickly recruit an adequate fraction of citizens to provide patient feedback, and engage in adaptive POLICY, not just tactical discussions. If we want to get away from "Ready, Fire, Aim," then we need to find ways to get people together, so that they can at least start hearing everyone's ideas on how to aim first.

Meanwhile, all populations grow, and spawn MORE sectors, with each spawning it's LOCAL assessment system. Our aggregate task gets MORE complicated daily, even while we sit still, slowly boiling and growing into a dissociated mob instead of a coordinated whole that is more, not less, than the sum of it's parts. Like it or not. We are distilling ourselves. What fraction are we selecting to distil? And why? If we get enough people to address those two questions, the "how" always follows their consensus, incidentally, as Patton noticed, and many before him.

Key Problem:
With increasing numbers, how do we constantly reconstruct a newer, AGGREGATE ASSESSMENT method, to chase the rate of spawning new factors which complicate our net assessment task?

Fast enough to matter?

In other words, how do we Scale Democracy, including it's Minimal Adaptive Tempo?

That's a tough problem to start with, and it's made harder by neglect. It's usually the LAST thing discussed, and then usually rejected on the grounds of obsolete tradition. The Aggregate can't do that because some components would have to adjust ... what they've "always?" done ... since the last time they made adjustments? Past experience suggests that we first approach these taboo subjects through patience and humor, since it involves goading people we like into actions they don't yet see the need for. Humor helps.

Even among the Dutch, is this particular step - in this case, mitigating mundane alcohol addiction - viewed as anything less than damage control within fractions of an otherwise frustrated, bored population who'd rather have access to bigger net options worth assessing? You'd have to be there to know for sure, and to assess the emerging options.

Our big issue, quite frankly, is "What is Homo Sapiens going to slowly DO with itself?"

Are we going to FIND & succeed at new challenges worthy of applying our exponentially increasing talents to?

And, even given consensus Desired Outcomes, how vigorously are we going to try to SELECT success, by optimally trimming the differences between LOCAL ASSESSMENTS and NET ASSESSMENTS? How will we know if we as a people are making progress, or not?

If past biology is any indication, those questions will be explored in regional enclaves (call 'em nations or not).

The first enclave that figures out a faster/leaner/better way to explore more options per-unit-time than the rest of us are doing ... will cull the rest of what was Homo Sapiens. Just like we culled Neanderthal, Denisovans, chimps, gorillas .. and all other competing primates.