Podcast #43: Joint Operating Committee — Capabilities Deployment

We have another podcast ready to share: number 43 in our series and, at 47 minutes, possibly our longest. It brings together the Joint Operating Committee — Capabilities Deployment sub-module of the Business Operations Management module, placing it within the broader Synallagi model and explaining what we intend it to provide North American oil & gas producers.

The usual qualification applies. I am never entirely satisfied with the accuracy of these podcasts. The errors in this episode do not overturn its central argument, but several concern distinctions that matter. I address them below. Where the podcast differs from our written material, the Synallagi Wiki and blog remain the authoritative record of our intended design.

The hosts also continue to find new ways to pronounce Synallagi, our name derived from the Greek word for transaction. This time, they have expanded their creative interpretation to include its spelling. Enjoy this contribution to comic relief at People, Ideas & Objects’ expense. We will continue their education in the next episode.

Despite those difficulties, the hosts grasp the larger picture and explain it with considerable clarity. Our experience has been that a second or third attempt to generate an episode often introduces more problems than it resolves. We therefore retain the discussion and clarify the differences in writing. In this instance, the result is worth hearing.

I find this quotation around the 4:30 mark highly relevant. (Edited)

So, how does a major global industry operate for four decades without genuine profitability? It comes down to the illusion of cash flow. And this is probably the most critical concept to grasp.

If you want to understand this industry's dysfunction you have to look at the physical reality of oil and natural gas extraction. It is insanely capital intensive on the front end. I mean, you spend tens of millions of dollars to acquire land, run seismic, drill a hole two miles into the earth, fracture the rock, right? All of that capital is totally sunk before a single drop of oil even comes out. The money's already gone? But once that well is flowing, it generates massive cash receipts every single day

Okay, I see where this is going. Yeah, here is the trap. A company can generate all this incredible daily cash flow by simply liquidating its reserves. They're literally pumping their asset out of the ground and selling it. But generating cash does not mean you are making a profit precisely. Producers are selling that oil at a price that fails to ever recover the initial tens of millions of dollars invested. 

The following notes refer to approximate timestamps.

At 21:30, specialization extends throughout the industry. Our vision for the specialization of engineering and geological capabilities is much broader than its implementation within individual producer firms. It can occur through Joint Operating Committees, independent practices, service organizations and other arrangements wherever specialized knowledge can be applied productively.

Indeed, one of the greatest opportunities we envision is for engineers and geologists to establish independent businesses, free to apply their specialized capabilities across the broader industry marketplace. Their expertise would become available to the projects and participants that need it, beyond the boundaries of any single employer. Synallagi is intended to support the commercial and organizational relationships through which those capabilities can be engaged and deployed.

At 26:00, the approval and deployment sequence needs to be explicit. Authorizations for Expenditure, or AFEs, are approved and authorized by the members of the Joint Operating Committee according to the criteria established in their Operating Procedure.

Approved AFEs are then put into effect through Work Orders. These aggregate the resources, capabilities and capacities necessary to undertake the defined work. Designated leadership organizes and authorizes that work through Synallagi’s Industrial Command & Control facilities.

Job Orders then specify the actions to be undertaken and direct the deployment of the required resources. The sequence connects expenditure authorization, the organization of capabilities and the execution of specific activities. Each has a defined role within the overall undertaking.

At 30:00, the Targeting Framework applies wherever incremental value can be generated. Its intended scope extends throughout the industry. Any authorized participant whose contribution generates incremental value should be able to have that contribution evaluated through the framework.

The Targeting Framework is conceived as an objective means of calculating, measuring, monetizing, distributing and monitoring incremental value. The arrangements for sharing that value are agreed in advance with the owners of the oil & gas production. Participants should understand the basis on which their contributions will be assessed and how the resulting benefits will be distributed.

Hourly compensation provides a foundation. It should be accompanied by an agreed opportunity to share in the incremental value participants help create. Expecting people to develop improvements while allocating all the resulting benefits elsewhere weakens the motivation to pursue those improvements. Production owners also lose the opportunity to benefit from work that such arrangements fail to encourage.

The podcast made a connection I had not explicitly considered: participation in an Episteme should also fall within the Targeting Framework. Until this discussion, that relationship had been a conceptual blind spot for me. Once stated, its relevance is clear.

An Episteme that produces a valuable innovation could improve results across many properties and operating environments. Its contribution may extend far beyond the initial research undertaking. This could become one of the most valuable applications of the Targeting Framework, providing a direct commercial incentive to accelerate the research and innovation needed to address the industry’s unresolved problems.

We have not yet published the Targeting Framework, which will become another area of Synallagi. Its intended application should nevertheless be understood as broadly as possible. Participants should be able to enter detailed contractual engagements that establish how the value they generate will be measured, attributed, shared and accounted for through Synallagi.

Developing that capability will require active participation from our user community, particularly those who understand the work involved and stand to benefit most from its implementation. Their contribution is necessary to turn this broad intention into workable arrangements across the industry.

The podcast’s treatment of Intellectual Property may also leave too narrow an impression. If an Episteme develops an innovation with substantial commercial value, why would we design a system that prevents its participants from bringing that innovation to the wider industry?

That commercialization would proceed through the applicable ownership, licensing and contractual arrangements. The opportunity is to apply valuable innovations wherever they can improve results and to provide an agreed means for those responsible to participate in the value created. An innovation’s commercial reach should not be assumed to end at the boundaries of the project in which it originated.

At 40:00, tokenization remains part of a regulated capital-market model. Our vision for tokenized oil & gas assets assumes applicable regulatory oversight. In the United States, the roles of the SEC and CFTC depend on the legal character of the instrument and the activities involved. Tokenization does not, by itself, remove applicable financial reporting and disclosure obligations. The statutory financial statements required for the relevant issuer and offering would remain part of that framework. Statement on Tokenized Securities

Within the Synallagi model, access to North American capital markets is intended to make commercial discipline consequential. Producers seeking capital would need to satisfy the requirements of those markets and earn the confidence of investors. An inability to do so would constrain their access to financing.

Investors would decide whether to participate through tokenized assets or continue using existing arrangements. My question is what would persuade them to remain with today’s system if a regulated tokenized alternative could provide better financial information, more effective transactions and stronger accountability. Those are capabilities we intend to connect through Synallagi.

There are many elements to understand in Synallagi. The greater challenge is understanding how they work together: the Joint Operating Committee, specialized capabilities, authority, research, Intellectual Property, compensation, accounting and access to capital. Each contributes to an operating model directed toward profitable oil & gas production.

With these clarifications, the podcast brings those relationships together in a way that closely reflects how I have understood Synallagi for many years. It helps explain how the people, knowledge and resources of the industry can be organized so that their work produces measurable commercial value.

Enjoy the podcast. We will continue working on the pronunciation.

Debate # 42, Perception of Financial Status

We have another debate-style podcast produced with Google’s NotebookLM. This discussion brings the cultural issues addressed in A Perception of Financial Status into focus for listeners who may find them less apparent in a conventional presentation.

Standard and Objective Accounting

One simulated presenter advances the commercial argument behind Synallagi. The other raises objections that will sound familiar to anyone who has followed our work. The exchange is useful because it exposes a fundamental misunderstanding about what standardized, objective accounting contributes to an oil & gas business.

At one point, Synallagi is characterized as a “brilliant theory which completely falls apart as soon as it hits the dirt.” That is almost as dramatic as some of my own claims. The accompanying objection, paraphrased, is that accounting cannot standardize physics.

It cannot. What it can do is establish what applying that physics costs, what the resulting production earns, and whether the investment is being recovered.

Generally Accepted Accounting Principles illustrate the value of a common financial framework. Investors can apply a familiar structure when examining different businesses, while considering the circumstances and disclosures specific to each. Comparability reduces the work required to understand a company and evaluate its performance. The underlying businesses remain different.

Synallagi brings a similar discipline to Management Accounting. People, Ideas & Objects, our user community and service provider organizations propose standardized methods for determining the actual financial performance of wells, properties and Joint Operating Committee interests. Each property retains its geology, engineering requirements, production characteristics and costs. The methods used to evaluate their commercial consequences are consistent.

That consistency matters when an evaluation indicates that production is unprofitable. Those responsible must be able to examine the costs, assumptions and capital-recovery requirements, trace them to their sources, and understand the conclusion. They must also know that comparable evaluations elsewhere follow the same commercial standards.

Each producer then makes its own production decision. A common method gives that decision a defensible foundation while preserving the ability to identify errors, investigate anomalies and consider remedial work. The paper discusses the commercial benefits of withholding unprofitable production, with further detail in our Master Appendix.

The objection about the unique nature of the “rock” therefore misses the purpose of the proposal. Those differences belong in the evaluation. They determine the costs, production profile and practical alternatives being assessed. Geological uniqueness makes accurate financial information more valuable.

I recognize that this is an AI-generated debate, but the suggestion that the rock prevents objective accounting is one of the more imaginative justifications for “Muddle Through” that I have encountered.

A second benefit of standardization extends throughout the organization. From the mail clerk to the president, people should understand how their work fits into the business. Across the industry, participants should understand how work is authorized, performed, recorded, billed and paid.

The industry already relies on common technical specifications to make equipment and operations work together. A coherent commercial framework can bring comparable clarity to transactions and responsibilities. It should be straightforward to determine what was agreed, who completed the work, where the cost belongs, and when payment is due.

"A New Discipline"

This is part of what we describe as “A New Discipline” for working in the twenty-first century. Organizational latency—the time consumed by handoffs, unresolved responsibilities, missing information and repeated approvals—restricts what skilled people can accomplish. Reducing those delays can release more of the productive capacity of engineers, geologists and the service industry. Synallagi is designed to make the relevant responsibilities and processes explicit in the software.

My frustration with the resistance to this approach has a long history. A search of my blog returned 124 uses of “viable scapegoats” between August 8, 2019, and April 27, 2026. I developed that expression to describe objections that, in my experience, repeatedly displaced the commercial question without resolving it.

Early in this project, my emphasis on profitability was often met with the assertion that cash flow was what mattered. Yet cash received from production must be evaluated against the expenditure required to generate it and sustain the business. If capital is not being recovered, returning to investors for the annual shareholder issuance does not settle the performance question.

Engineering and geology have accomplished extraordinary things. Their achievements need a business framework capable of demonstrating that the value created exceeds the resources consumed. Otherwise, the pursuit of greater output risks becoming an unconstrained science experiment financed by others.

The long-running argument over shutting in production illustrates the problem. For years, I encountered categorical claims that production could not be suspended. Yet the industry has long used shutdowns for maintenance, turnarounds and safety. The relevant questions concern the characteristics of the particular operation, the consequences of suspension and the conditions for restarting.

Our 2019 paper on the commercialization of shale advanced the case for commercial production discipline. Less than a year later, the pandemic produced large-scale output reductions, including economic shut-ins in the United States and Canada. The IEA reported that global oil supply fell by approximately 11.8 million barrels per day in May 2020 through a combination of OPEC+ cuts and reductions elsewhere. IEA: June 2020 Oil Market Report

That experience refutes the blanket assertion that production cannot be shut in. It also reinforces the need for competent engineering assessments of individual wells and properties. Synallagi commercial evaluation gives those assessments a financial context.

Meanwhile, the replacement obligation continues. Between December 2023 and December 2024, production from existing Lower 48 oil wells declined by 4.3 million barrels per day—approximately 39% of their starting production rate. New wells replaced those losses and allowed total production to increase 270,000 boe / day. EIA: production declines from existing wells

What capital-recovery requirement should have been included in the commercial cost of that production during 2024? How much capital did the revenues actually recover, and how much remained outstanding as the existing wells’ production rates declined? Would a seven-year recovery assumption require justification against those properties’ production profiles, costs and competitive performance requirements.

The decline percentage alone cannot answer those questions. It does, however, demonstrate the scale of the recurring replacement obligation. Producers must recover their investment from the production that investment generates while preparing to finance subsequent development. If recovery falls behind, new investment adds another financial commitment before the previous one has been satisfied. Synallagi breakeven calculations are designed to make that accumulating obligation visible and establish the capital recovery required in the price of each unit produced.

This is the physical dimension of the “leaky bucket.” Much of the production added each year replenishes the decline from existing wells before contributing to growth. Growth stops when those additions merely match the losses. If additions fall below the replacement requirement, aggregate production declines. The question is how long the industry can sustain the investment, equipment, skilled personnel and productive locations necessary to meet that recurring obligation.

The financial counterpart is central to the hypothesis I have pursued since the July 1986 oil price crash and my initial 1991 corporate attempt at resolving this: production that fails to recover its full commercial costs progressively consumes the industry’s capacity to renew itself. Producers can maintain or increase output while leaving capital unrecovered, drawing down working capital and weakening the service industry on which subsequent development depends. In our assessment, the market is now revealing the accumulated consequences of that process. The financial deficiency is manifesting in the resources and capabilities available to sustain production.

We argue that additional effort within the present organizational configuration cannot resolve this underlying problem. Faster drilling, improved completions and greater production can deliver technical gains while perpetuating the commercial deficiency if the resulting revenues still fail to recover the full cost of production. The necessary change concerns how the industry evaluates performance, assigns responsibility and acts on market prices. Continuing to optimize output without establishing that discipline leaves the cause of the deterioration intact.

Shale intensified this challenge by transforming an industry organized around scarce discoveries into one capable of developing abundant resources. That abundance must be managed profitably. An extensive resource base requires the financial and operational capacity to bring it into production, recover the investment and repeat the process. Waiting until aggregate production falls leaves the underlying deterioration unaddressed until its consequences become unavoidable.

Synallagi is our proposed organizational response to that hypothesis. Its breakeven calculations establish the full commercial recovery requirement, and its price maker strategy supports each producer’s independent decision about whether production meets it. Standardized, objective accounting makes performance visible; defined responsibilities make decisions accountable. Together, these changes are intended to establish the profitability and repeated capital recovery necessary to rebuild the industry’s capacity and sustain North American energy independence.

Leadership for a Profitable Future

LNG introduces another test of that discipline. Access to international markets creates an opportunity to improve the value realized from North American natural gas. Producers must demonstrate how their contracts and production decisions convert that opportunity into sustainable profitability and capital recovery. The material costs and deductions between the destination sale and the producing property should be understandable.

For Canada, this is already an operating reality: LNG Canada shipped its first cargo in June 2025. Further development makes preparation more urgent. Producers should establish how their investments will earn competitive returns as export capacity expands. LNG Canada: first export cargo

Synallagi proposal is to calculate the financial performance of each Joint Operating Committee using actual, detailed costs and standardized methods. Its price maker strategy applies that information to the production decision. The objective is profitable production that recovers capital and finances renewal.

The debate also characterizes hedging as responsible corporate governance. Hedging can manage price exposure, but that does not answer whether the underlying production earns an adequate return. My objection is to using hedge proceeds as a substitute for addressing persistent deficiencies in the production business. The financial performance of the property must remain visible.

The prospect of another commodity supercycle raises the same question. Higher prices may improve cash receipts. Leadership must still explain what will change in its decisions, capital recovery and organizational performance. A favourable market does not, by itself, establish that the business model has been repaired.

Around the 7:30 mark, the discussion returns to a familiar proposition: geological characteristics dictate financial performance. Another version of the objection is that "accounting cannot make a basin profitable." No, but managing a business can.

Geology establishes physical opportunities and constraints. Financial information allows people to evaluate the commercial choices within them. Accounting can reveal which activities create value, which consume it, what must change and whether a proposed intervention earns its cost. Producers need both forms of knowledge to run a scientific business.

The first requirement is leadership that understands why this change is necessary. The second is an organizational and systems framework that makes commercial discipline practical through defined responsibilities, traceable transactions, consistent methods and reviewable decisions.

Integrity must be evident in how the business operates each month. That is the purpose of standardization and objectivity within Synallagi: to make performance understandable, responsibility identifiable and commercial decisions accountable. Together, they support a culture of petroleum reserves preservation, performance and profitability capable of replacing “Muddle Through.”

Debate # 41, AI + IP = Orchestration

 Consider This… AI + IP = Orchestration — The Debate

I’ll begin with the usual caveat: producing these podcasts can feel like herding 100 cats into the same room. Some compromises are inevitable, and at a certain point we publish what we have. The presenters’ ever-changing pronunciation of Synallagi captures the challenge perfectly. Their first attempt is almost correct—a hopeful start—before things deteriorate, rather comically, as the debate progresses.

One substantive correction is necessary. Towards the end, the presenters confuse our user community with our developers, using the terms interchangeably when discussing the Targeting Framework. Throughout this podcast, references to “developers” should be understood to mean our user community.

The compensation system we have specified applies to our user community and their service provider organizations. Our primary development work is with Oracle, with the objective of delivering Synallagi as quickly and to the highest standard as possible. People, Ideas & Objects’ developers and other employees receive standard competitive salaries.

In addition, we levy a 15% assessment on income generated by the user community through the Targeting Framework to fund our employee bonus system. This aligns our employees’ interests with those of the user community and service providers. Because our work supports development across Synallagi, the bonus system connects that broad contribution to the success of the community as a whole.

We do not have a share option plan. Given the specialized market for an oil and gas ERP provider, we question whether a future public listing would offer a meaningful basis for employee compensation. A bonus system tied to the Targeting Framework provides a more practical means of rewarding employees for helping the user community advance and bringing the entire project to completion.

With that distinction established, the debate offers another useful way into the Consider This… AI + IP = Orchestration paper. Sometimes, getting 90% of what you want means accepting a few imperfections—and correcting the ones that matter. We are building a substantial library of Synallagi content, and I find these podcasts an effective way to catch up quickly and appreciate the breadth of what we are developing.

Podcast # 40: Security & Access Control Business & Technical Specification

 People, Ideas & Objects is pleased to present Podcast No. 40, discussing the Business and Technical Specification for Synallagi’s Security & Access Control module.

This is the first of eleven Synallagi modules that will be advanced to the level of a complete Business and Technical Specification. This greater level of detail will provide the foundation our user community needs as custody of the specification is transferred to them.

We have established several conditions governing our user-community contributions through the first commercial release. Most importantly, contributors must preserve the business models defined within Synallagi until we more fully understand how those models interact. Only then will we be able to comprehend the wider consequences of changing Synallagi at the business-model or architectural level.

Although this podcast is 45 minutes long, it is worth every minute. It takes the seemingly mundane subject of security and places it within the Artificial Intelligence-driven environment in which we now live—and the considerably more demanding environment we can already foresee.

If the speed and complexity of today’s operating environment have not yet overwhelmed us, just give it five minutes.

The Security & Access Control Business and Technical Specification anticipates this future. It establishes how Artificial Intelligence can be employed constructively, reliably and—dare I say it—trustworthily. The alternative is to have Artificial Intelligence agents ripping and tearing at organizations while producing copious volumes of information of questionable provenance and value. And who, exactly, authored the agent?

Synallagi provides North American oil & gas producers with a comprehensive response to their persistent profitability and accountability problems. It brings the industry forward to confront what may become an industrial revolution based upon intellectual leverage—what we describe as A New Discipline.

The previous Industrial Revolution delivered extraordinary mechanical leverage. The emerging revolution adds intellectual leverage. North American oil & gas should be helping to fuel and realize that opportunity.

Structuring and organizing ourselves for this new reality is both our responsibility and our obligation. Synallagi is designed to decrease Organizational Latency throughout North American oil & gas, enabling the industry to respond to the increasingly complex demands being placed upon it.

Continuing along the path of “muddle through” is no longer merely irresponsible. It is dangerous.

A Debate # 39 - Consider This... Hayek and Synallagi Price Maker Strategy

 Today's podcast introduces a different format from our previous Synallagi discussions. It reflects the launch of our new Consider This... series, a collection of concise, focused papers intended to engage more directly with our user community and the broader North American oil & gas industry.

Our objective is straightforward. Each paper examines a single topic central to Synallagi, our user community, or their service provider organizations, and compares that perspective with established thinking. By grounding these discussions in both academic research and practical industry experience, we hope to stimulate constructive debate rather than simply present conclusions. More importantly, these papers are intended to contribute to what we describe as Synallagi — A New Discipline. They are not merely discussions about software; they are discussions about how North American oil & gas should be organized, governed, and managed throughout the remainder of the twenty-first century.

The accompanying podcast serves that purpose well. It presents the competing viewpoints fairly, allowing listeners to evaluate both the strengths and weaknesses of each position. In my opinion, the discussion effectively illustrates that meaningful progress begins by questioning assumptions that have remained largely unchallenged for decades.

The Consider This... series will therefore continue as a permanent part of our publications. We believe it provides an effective forum for exploring individual ideas without the complexity of our broader 21st Century Marketplace Vision papers. It also allows us to focus attention on one of the industry's greatest obstacles: organizational latency. North American oil & gas possesses extraordinary technical knowledge and expertise, yet repeatedly struggles to translate that knowledge into timely business decisions. Reducing organizational latency—shortening the time between recognizing an opportunity and acting upon it—is becoming one of the defining competitive advantages of the twenty-first century. That challenge extends well beyond technology. It is fundamentally an organizational issue.

One unexpected challenge with producing these podcasts has been pronunciation. Our two product names, Synallagi and Synnefa, continue to present difficulties for automated narration systems. Several excellent podcast segments ultimately had to be discarded because repeated mispronunciations distracted from the discussion itself. Interestingly, however, I discovered that Synallagi naturally follows the same pronunciation pattern as the words philosophy and technology, which may help listeners become more comfortable with the name over time.

If I had participated directly in this debate, there are several additional observations I would have raised.

First, consumers may not ultimately experience any increase in the cost of energy. It is entirely possible that today's retail prices already contain sufficient economic value. The issue is not necessarily what consumers pay; it is how that value is distributed throughout the industry. Producers have largely concentrated on ensuring their own financial well-being while the secondary and tertiary industries upon which they depend have operated for decades without the financial resources necessary to sustain their capabilities and capacities. This has become a culturally accepted pattern within North American oil & gas. Meanwhile, organizations outside the industry that better understand markets have increasingly captured economic value that could and should have strengthened the service industry supporting producers.

To illustrate, assume oil sells for $80 per barrel and includes approximately $10 of producer profit. The important question is not simply who receives that profit, but who actually created it. Producers certainly contribute, but so do engineers, geologists, drilling contractors, service companies, technology providers, and many others. The consumer may ultimately pay the equivalent of $120 per barrel after downstream processing and distribution, yet that additional value demonstrates that economic opportunities existed throughout the value chain that producers failed to recognize. Under Synallagi, a greater proportion of that value would remain within upstream oil & gas, strengthening both producers and the service organizations essential to their long-term competitiveness.

Second, our proposal to recover capital investment over approximately thirty months is driven by the expectations of North American capital markets rather than by accounting convention. Producers compete with companies such as Apple, NVIDIA, Tesla, and many others for investment capital. They cannot expect investors to finance decades-long capital recovery while accepting a culture of "muddling through." The thirty-month period therefore represents a pricing and investment discipline rather than a regulatory requirement. Securities and Exchange Commission reporting establishes the maximum period over which property, plant, and equipment may be depreciated; it does not require producers to maximize that period. A highly profitable producer could legitimately report substantially lower property, plant, and equipment balances if its performance justified doing so.

Third, arguments suggesting that shutting in production damages oil and gas reservoirs no longer withstand scrutiny. Prior to 2020 this concern was frequently cited as justification for continuous production regardless of market conditions. The global response to the COVID-19 pandemic provided an unprecedented real-world experiment when approximately one-quarter of worldwide oil production was temporarily shut in. Production subsequently resumed without widespread evidence of permanent formation damage. The argument therefore no longer provides a compelling reason to continue producing unprofitable volumes.

Finally, I have enabled comments on this blog for readers wishing to continue the discussion. That is, after all, the purpose of the Consider This... series. Progress begins with thoughtful discussion, constructive disagreement, and the willingness to challenge assumptions that have become accepted simply because they have existed for a long time.

Please note that all comments should be submitted with the understanding that they constitute derivative works of Synallagi's Intellectual Property and are licensed solely for participation in this discussion. Where comments materially extend or enhance these concepts, they will be considered Intellectual Property of People, Ideas & Objects.

Podcast # 38 - 21st Century Marketplace Vision Service Provider - Section 2

 I am pleased to return to the publication of our podcast series.

This podcast accompanies Section 2 of our 21st Century Marketplace Vision for Oil & Gas – Part IV: Service Providers Vision, published on August 6, 2026. In this paper we continue establishing Synallagi — A New Discipline by defining the complementary roles of the Joint Operating Committee, Markets, and Producer firms. Together, these Organizational Constructs establish a new framework for how the North American oil & gas industry is organized, governed, and operated.

Within that framework, our user community and their service provider organizations become the means by which Information Technology—and, critically, Artificial Intelligence—is deployed to execute the industry's transactional activities. In our previous paper we examined the nature of oil & gas data and the standard it must achieve before Artificial Intelligence can be responsibly employed. In an Artificial Intelligence environment, anything less than pristine data is inconsistent with accountability, governance, and auditability. It would therefore be irresponsible to proceed without continuing the development of the People, Ideas & Objects Synallagi data model to meet those requirements.

Our discussion of Markets extends well beyond commercial transactions. It presents a comprehensive restructuring of the industry designed to improve its performance and profitability while allowing engineers and geologists to concentrate on their distinct competitive advantages. Administrative and accounting functions similarly migrate toward specialized market organizations, allowing service providers to focus on delivering the highest quality professional services to Producer firms and the Joint Operating Committee. This specialization, together with hyperspecialization and the division of labor—one of Synallagi nine Organizational Constructs—creates the conditions necessary to improve productivity, quality, innovation, organizational performance and profitability throughout the industry.

Google's Gemini Notebook has proven to be a remarkably capable tool for producing podcasts from substantial bodies of written material. Like any powerful technology, however, it requires careful guidance. Producing an effective podcast involves multiple iterations, editing, and refinement before achieving the desired result. Given the complexity of the concepts discussed in this paper, I believe the podcast communicates the principal ideas well. Nevertheless, the paper itself remains the authoritative source for the complete vision.

One recurring limitation deserves mention. At times the presenters make observations that do not originate from the paper itself. These appear to be Artificial Intelligence extrapolations drawn from unrelated sources and assumptions. While occasionally entertaining, they often fail to withstand even casual scrutiny. Listeners should recognize these comments as artifacts of the podcast generation process rather than elements of the published paper.

One concept introduced throughout this paper is Organizational Latency. We believe this will become one of the defining performance measures of twenty-first century organizations. Every organization possesses knowledge, but competitive advantage increasingly belongs to those capable of transforming that knowledge into coordinated action more quickly than their competitors. Organizational Latency is therefore not simply a measure of speed; it measures the effectiveness with which an organization converts information into profitable decisions. Reducing Organizational Latency strengthens every other dimension of organizational performance. Throughout our publications we have identified speed and complexity as defining characteristics of the modern Producer firm, and Synallagi has been architected specifically to address both.

The continued development of Synallagi also reflects an important transition. Its architecture is becoming increasingly sophisticated and detailed because responsibility for its future is gradually moving from a single author to our user community. This specification represents only a small fraction of what that community will ultimately contribute. The North American oil & gas industry is simply too complex for any individual to comprehensively define. It requires the collective knowledge and experience of thousands of professionals working together toward a common objective.

That collective effort, however, requires something more fundamental than technology. It requires a coherent vision. Establishing that vision is the purpose of Synallagi and the purpose of A New Discipline. Some may argue that the architecture has already become too complex, and they would likely find broad support among today's Producer firms. The more important question, however, is not whether the industry is complex. It is. The real question is how existing organizations intend to compete in a world where complexity continues to increase and Organizational Latency increasingly determines competitive success.

Podcast # 37 - 21st Century Service Providers - Section 1

 People, Ideas & Objects are excited to share Podcast #37, which covers Section 1 of our third paper, “21st Century Marketplace Vision for Oil & Gas - Part III - Service Provider.” The full paper is accessible through our Paper Index, and you can download the episode directly via the Podcast Index.

21st Century Markets - Our User Community, Podcast # 36

 As I mentioned in Tuesday’s blog post, the two Artificial Intelligence hosts distance themselves from the content of the paper I published, largely due to the direct criticism directed at the officers and directors of producer firms.

Over the next few years, the scale and depth of the destruction authored by these individuals will become increasingly apparent. What will also become clear is the inadequacy of the industry’s response. Under normal circumstances, when an industry is called upon to step up its effort and deliver, it would be expected to leverage the value accumulated over prior decades. That accumulated value would provide the foundation from which new opportunities could be pursued and incremental value realized.

The difficulty with oil & gas is that there is no remaining value available to leverage. It has been squandered, dissipated, and leaked out of the industry.

Producers appear to believe they will simply resume normal operations once investors back the money trucks up to the loading dock again. What they do not appear to understand is that investors now expect profitable organizations. How profitability is achieved, why it is necessary, and how it is sustained still seems to escape them. Confident in their existing outlook, producers continue to believe that changes to their overhead methodology or organizational structures are unnecessary. The language of “building balance sheets” and “putting cash in the ground,” along with other less offensive variations of the same thinking, will likely experience a resurgence in popularity.

Synallagi’s position is different. In a capital-intensive industry such as oil & gas, capital should be the predominant cost passed to the consumer through the commodity price. If a producer’s Property, Plant, and Equipment balance were reduced to $0.00, that would not only be regulatorily compliant; it would also indicate that the producer had become highly competitive. There would be no remaining capital cost to price into the commodity. All production would be profitable. And a producer would have the independence of thought to pursue their own direction.

People, Ideas & Objects believes it is in producers’ best interests to ensure their capital performs on a basis competitive with the North American capital markets. When capital is properly costed into the commodity price, the cash incurred to secure the asset is returned to the producer. That capital can then be redeployed repeatedly, pay dividends or retire debt. Profits are the hard work of determining what performs, how to make it perform, and what does not perform. In other words, actual, factual accounting is a tool for engineers and geologists to commercially tune their projects performance.

The other aspect of the podcast that requires clarification is how Synallagi treats capital. At 19:18 in the podcast, the female voice states:

“Capital must be recognized, passed through to the token holders and recouped quickly so it can be redeployed back into the economy.”

If I were rewriting that script, it would read:

“Capital must be recognized, passed through to the consumer, and redeployed back into the producer firm for capital expenditures, dividends, and the retirement of debt.”

The distinction is material. The capital cost is ultimately borne by the consumer, who pays the full replacement cost of the commodity. Token holders, as described in the podcast scenario, would not incur that cost. Nor would they be interested in an investment structure that required them to pay twice, only to receive the 1% return described by the presenter. The actual return to token holders would depend on their skill, judgment, understanding of oil & gas, and historical costs.

Those are the podcast errors that should be noted.

The practical difficulty with NotebookLM is what I would call the 95% rule. It may get 95% of the material correct on the first run. However, when a second version is generated, the system often assumes the first version needs to be reinterpreted. It then moves in a different direction, where the error rate can increase rather than decline. For that reason, it is often necessary to accept the initial run, correct the material points manually, and recognize the immense value of the tool despite its limitations.

Pod up

🎙️Podcast

📝Synallagi

📚Index

21st Century Marketplace Vision for Oil & Gas - Issues & Podcast # 35

People, Ideas & Objects is pleased to publish the first in a series of papers on 21st Century Markets in North American oil and gas. This first paper addresses the difficult issues now becoming evident to producers and others across the industry, and outlines the methods we have chosen to resolve them.

A 21st Century Marketplace Vision for Oil and Gas
People, Ideas & Objects
Preliminary Specification
With
Autonomous Asynchronous Transaction Orchestration
Part I: Issues

In addition, we have released a podcast that accurately discusses the impact of Autonomous Asynchronous Transaction Orchestration and its implications for implementing Artificial Intelligence within an Enterprise Resource Planning system. It also explains how our user community and their service provider organizations will expand their method of earning revenue. Traditional hourly billing will remain, but it will no longer be the sole basis of compensation. Revenue will increasingly be earned through a shared participation in the value their innovations generate across the industry.

For example, if a software process under their management is improved in a way that generates an incremental $5,000 per month for each producer in the industry, an important question follows. What level of incremental monthly revenue should our user community and their service provider organizations earn from that innovation?

This model of revenue generation has the potential to transform the industry into one that is dynamic, innovative, accountable, and profitable. It creates an environment in which each administrative and accounting professional is motivated to develop the most efficient and effective method of performing their role within the industry.

The pricing structures for both oil and gas remain unaddressed and unresolved. The current organizational structure of producers lacks a mechanism to effectively manage the pricing issues stemming from overproduction. Consequently, the method identified within Synallagi's framework is necessary. Our user community must take the initiative to architect, design, develop, and implement the specific means to achieve this resolution. As a result, those who contribute to solving this challenge will be eligible for those bonus and revenue-sharing opportunities.

A Change in the Name of Our Product

The Preliminary Specification is no more. We are introducing Synallagi.

“Synallagi” — pronounced si-NAL-a-gee — is derived from the Greek term συναλλαγή, meaning transaction, exchange, or deal, and is commonly used in business and banking contexts, including Dynamic Currency Conversion.

But Synallagi is intended to convey more than a transaction alone. It encompasses the full set of attributes surrounding that transaction: the factors that influence it, define it, and constrain it. These include the associated contracts, prices, volumes, regulations, property interests, and stablecoin used as currency. It is therefore a more comprehensive expression of the term transaction, extended to reflect the greater obligation and responsibility embedded in Autonomous Asynchronous Transaction Orchestration.

A Brief Gripe From a Professional Gripper

Many have expressed concern about our extended absence. The explanation is straightforward. This topic is comprehensive, and the work required has been equally so. I expect we will be publishing many papers throughout 2026 on the subject of a 21st Century Marketplace Vision.

Society is changing quickly. In business, chaos and control are emerging as two dominant operating conditions. Oil and gas has already spent much of this century in the early stages of chaos. We can therefore anticipate the nature of the choices that lie ahead. Since we understand both the condition of the industry and the importance of oil and gas to the broader economy, the question becomes unavoidable: what is our role in remediating this?

The ingredients of a chaotic market are already visible. Is the focus now on shale, or Argentina, Iraq, and Libya? Or does the emphasis on those jurisdictions serve another purpose: to avoid the disorder left behind here, to abandon accountability altogether, or to pursue some other objective?

Lastly, producers continue to deliver Permian associated gas into Henry Hub, the continental reference point for natural gas pricing. These Permian differentials are often greater than the price producers receive, and at times they are negative. Despite being fully aware of the broader implications these actions have on continental natural gas prices, producers continue to demonstrate no meaningful capacity to resolve these costly and difficult issues.

Podcast # 34, Artificial Intelligence Part II

 Last week, Oracle hosted its annual conference, now aptly named Oracle AI World. While there were no major product releases beyond Oracle AI Database 26ai, the event focused on integrating Artificial Intelligence across their product line, particularly in Oracle Cloud ERP (also known as Oracle Fusion ERP), which forms the basis of our Preliminary Specification.

The name People, Ideas & Objects is inspired by Professor Paul Romer’s Nobel Prize-winning new growth theory, which emphasizes sharing non-rival costs. Object-based software is the ultimate expression of this concept. As the owner of Java, Oracle developed Fusion ERP as the first ERP system written in Java. Consequently, People, Ideas & Objects benefit from the AI features introduced in these Fusion ERP and database updates.

Larry Ellison’s keynote presentation, as always, offered compelling insights. He highlighted that current LLMs primarily utilize public data, whereas the majority of private or corporate data resides on Oracle Databases. With Oracle AI Database 26ai, users can activate a feature that allows their private data to be incorporated into the LLM they are using. This feature will be particularly valuable to North American oil & gas producers seeking to broaden their analysis and combine their private data with public data. It is important to note that this process does not publish the firm’s private data; it only accesses what is necessary to resolve the prompt query, addressing initial confusion about data publication.

Oracle AI Database implements NIST-approved quantum-resistant algorithms (ML-KEM) to encrypt data-in-flight. Combined with the existing support for quantum-resistant encryption for data-at-rest, Oracle AI Database’s data protection approach is designed to prevent hackers from harvesting organizational data now and decrypting it using quantum computers later. Other vendors have implemented quantum-resistant algorithms either in their network and storage architectures or in their database services, but not both.

Although not explicitly discussed in Larry Ellison’s presentation, subsequent client discussions revealed an interesting tension. I have often criticized officers and directors for their failures stemming from their defense of the status quo. This defense is now permeating Oracle client organizations. My conclusion is that Artificial Intelligence is generating FUD (fear, uncertainty, and doubt) across organizations. It is by far the fastest technological adoption we have witnessed, and it is perceived as a direct threat to productivity. Furthermore, understanding how to leverage AI competitively is challenging, especially given that "others" are already using it in ways that could impact their jobs. I see significant push back starting. 

Today’s podcast touches on some of these highlights and raises many more. 

Saturday evening update, I review these podcasts after some time has passed and feel I need to place a warning on this one. It made sense when I made it, but there’s too much data too quickly and is overwhelming even for me. I’ll hopefully get some time to break it down and make it palatable so be warned beforehand. 

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Podcast # 33, Decentralized Production Model

I’m very pleased with the exceptional value these podcasts are delivering. Admittedly, I may be biased, but they capture precisely what I intended to convey in the Preliminary Specification. They allow anyone with even a passing interest in the project to get up to speed quickly, thanks to the AI’s remarkable ability to synthesize and communicate the material efficiently.

Today’s episode focuses on our Decentralized Production Model—the core value-adding framework that enables the industry to manage reserves responsibly and eliminate the chronic waste of producing unprofitably. All in just 14 minutes.

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Podcast # 32, Material Balance Report

 A brief note on yesterday’s BP vs. Venture Global arbitration ruling: while BP’s victory contrasts with Shell’s recent defeat, the outcome underscores that the $4.7 trillion in lost natural gas revenues remains a tangible and consequential issue for at least one side of the dispute. People, Ideas & Objects would further highlight that the LNG component of those losses illustrates the sheer absurdity of the producers’ rudimentary business logic. The material financial losses stemmed directly from the collapse of natural gas prices from chronic and systemic overproduction, which fell from a traditional 6:1 ratio to as low as 50:1 by 2024.

Following the detailed podcast on Work and Job Orders, this podcast provides a high-level summary of the Material Balance Report. This AI impressively prepares summaries of the Preliminary Specification, offering readers and listeners a comprehensive understanding of how production volumes are managed, balanced, and automated through to financial statements.

Our Material Balance Report presents an opportunity to develop software previously impossible. Creating a highly engineered, costly development like our Material Balance Report would not have been cost-effective for even the largest producers to undertake, and the benefits for a sole producer would not justify the investment.

However, when we approach the Material Balance Report from an industry-wide development and implementation perspective, everything changes. The cost would be distributed across the industry on a barrel of oil produced basis, making it affordable for all producers. The real value emerges when reporting through the Joint Operating Committee is managed and integrated into the broader North American oil & gas infrastructure. This integration opens the door to high levels of automation of the comprehensive reporting requirements derived from production data, all the way through to the financial statements.

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Podcast #31, Work & Job Order

 Today's podcast effectively promotes the Preliminary Specifications Work and Job Orders, which are managed through the Business Operations Management module. While the podcast correctly states that the module is used at a high level within the firm, it also accurately notes its application wherever necessary, particularly within the Joint Operating Committee.

The twelve-and-a-half minutes invested in this podcast offer exceptional value. It provides oil and gas professionals with a quick understanding of the podcast's content, encouraging further engagement with People, Ideas & Objects, our user community, and their service provider organizations.

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Podcast # 30, Our User Community and Service Providers

I'm truly pleased with this podcast! The content and presentation are excellent, and the material is a real pleasure to listen to. There are a few minor hiccups here and there, but they're absolutely negligible and don't detract from the experience at all. 🤓

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Podcast # 29 Stablecoins and Crypto

 Following the release of our paper on Thursday, September 18, 2025, titled “President Trump’s Vision & Economic Developments in Oil & Gas,” our 29th podcast examines the transformative impact of stablecoin and cryptocurrency legislation on the U.S. financial system. This evolution shifts the framework from a post-World War II model to one optimized for the Internet age.

Minor inaccuracies persist in the presenter’s remarks, though they are sufficiently subtle that they may have escaped general notice. Providing detailed guidance on the podcast’s presentation often results in a departure from established formats and familiar elements.

Both the paper and the podcast address three critical components of the Preliminary Specification for the future of the oil and gas industry. Stablecoins and cryptocurrencies require the Joint Operating Committee to serve as the primary organizational structure, enabling producers and the sector as a whole to realize their full benefits. Asset tokenization or securitization becomes viable only when investors receive timely and accurate accounting information regarding the oil and gas assets in which they hold interests. The Preliminary Specification is uniquely equipped and designed to deliver this level of detailed, granular reporting.

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📓Paper 

Podcast # 28, The Preliminary Specification

 I was thinking, what would happen if we put the entire Preliminary Specification through Notebook LM. Would it be able to capture in a single podcast what was contained within? Well here it is. It’s over 45 minutes, it’s in an MP4 format which will use a video player instead of audio. I spent too much time in file conversion hell to warrant the conversion concern. It may take some time to be available and usable after you’ve downloaded it. 

First, the bots approached it objectively. Second they noted its radical nature and finally saw the bigger picture the Preliminary Specification is designed to solve. Well worth the time spent. 

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Podcast # 27, Performance Evaluation

Combining the Performance Evaluation and Statistics & Analytics modules into one podcast turned out surprisingly good. The discussion sets in place the necessity of having the data’s structure and integrity established in the system first and foremost. Otherwise garbage in, garbage out rules. Consequently members of either the Joint Operating Committee or producer firms will be able to analyze that data with confidence and consistency. 

And there’s more. This data that’s been interpreted by the user is then able to be used in the Artificial Intelligence and Business Operations Management modules. Where the user may be able to capture unique competitive advantages from a deep pool of data. 

The podcast is presented well and captures the spirit of these modules in the overall Preliminary Specification. 

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📝Performance Evaluation 

📝Statistics & Analytics

📝Artificial Intelligence

📝Business Operations

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