Friday, June 13, 2025
Thursday, June 12, 2025
AI, The Fourth Industrial Revolution, Part IV
User Community Implementation in the Fourth Industrial Revolution
Ideas have consequences, sparking both support and resistance. Navigating the commercial landscape of ideas is complex, but the rewards reflect this challenge. Our user community’s exclusive license to the Preliminary Specification’s IP is designed to clarify their role and mitigate risks, ensuring they can deliver value effectively.
User Community Structure and Benefits:
- Exclusive IP Access: User community members are licensed to access and create derivative works from People, Ideas & Objects’ IP, with exclusive rights to do so.
- Focused Development: Our software developers rely solely on user community input, ensuring alignment with industry needs and ignoring external distractions.
- Producer Collaboration: Producers seeking new or updated features in the Preliminary Specification can directly engage user community members to address their needs.
- Service Provider Ownership: Each user community member is licensed to operate a service provider, owning an exclusive domain for software processes and related services delivered by their team.
- Budgetary Control: User community members maintain authority over their projects’ budgets and deliverables, ensuring accountability and focus.
- Proven Success: User-driven ERP development has consistently delivered high-quality software. By empowering our user community, we ensure North American oil & gas producers achieve the most profitable operations.
And There’s More
The Fourth Industrial Revolution offers unprecedented opportunities, even for “old” industries like oil and gas. New business models, driven by AI and innovation are reshaping industries like automotive and space. Yet, oil and gas leadership, blinded by vested interests, fails to seize these possibilities.
Our user community is tasked with dismantling this desolate industry and rebuilding it based on the Preliminary Specification’s vision—a cornerstone of North America’s economic and political strength in this revolutionary era. The alternative—catching a falling knife or stopping a rolling log—is the beginning of a dangerous, futile slog back to “muddle through.” The Preliminary Specification offers a bold, fresh start, challenging yet essential for a dynamic, profitable future.
Economic Impacts of Industrial Revolutions
Specific Economic Impacts of Industrial Revolutions
What common economic patterns do we see across each of these revolutions? How did they balance productivity gains with social challenges? Or was that left to market forces such as serendipity, spontaneous order and creative destruction? How might these apply to our user community?Each of these revolutions drove massive productivity gains but disrupted labor markets, requiring adaptation (e.g., unions, education). New industries created wealth but also concentrated it, sparking tensions. Globalization expanded with each wave, amplifying economic interdependence. These are unquestionably the outcomes and benefits that we see today. Will these continue, and is consolidation by producers anticipating any prospective benefits?
Will comatose elephants even hear the entrepreneurial opportunities? Or will they find the pace of change leaves them challenged in their opportunities? How much latitude do their organizations provide? Can governments be trusted to do what’s right? Culture is maybe the most appropriate question needing to be answered. Can today’s producer, constrained by its culture prosper?
One issue they’ve refused to deal with is specialization and the division of labor. In our May 2004 Preliminary Research Report we identified organizations are defined and supported, but also constrained by the ERP software they use. Since then officers and directors have used this knowledge as a cultural force they depend upon to support their never changing, self interested bureaucracy. A cornerstone of their unaccountability. And we defined it further in a recent paper “Hyper Specialization in Today’s AI & IP Enabled Workforce.”
Nonetheless further specialization of any company at this point is counter productive. Standing on the shoulders of giants before them, producers' low transaction volume created through a hyper specialized environment does not generate the benefit of a further division of labor in even the largest of companies. The benefits of any further division of labor are diluted through the low volumes of work each task requires. People, Ideas & Objects use of the broader industry distribution of work is necessary to gain any benefit from hyper specialization and the division of labor.
The Internet offers orders of magnitude greater speed and effectiveness in terms of organizational structure and performance over the bureaucratic standard hierarchy. Use of it is the basis of competitiveness in today’s market as much as AI will soon provide a base level of competitiveness. Oil & gas has opted out of the capital markets competitive challenges when they‘ve continued to pursue “muddle through” since their investors left in 2015. Inaction is their purpose. This is cultural in nature and will therefore persist. Taking the officers and directors consolidation, “muddle through” approach will continue their legacy. Believing ownership and operation of unproductive capital assets provide them with control.
In prior Industrial Revolutions capital formation was a formidable barrier to entry. That may be the least common trait of today’s revolution. Business model innovation mixed with active execution and dynamic, outsized results are the characteristics of success. What I always envisioned People, Ideas & Objects to be. I am however satisfied it’s not my lack of performance in this regard. When investors have been unable to motivate any action from officers and directors for over a decade. We now see where the difficulties are and what needs to be done. A comprehensive industry rebuild in the vision of the Preliminary Specification. If however this continues officers and directors will have been able to declare a vacuous win.
It’s not only People, Ideas & Objects that have no support. No vendor or service industry company expects producers will initiate any action. After sitting on primary industry revenues and doing nothing for so long. Producers expectations are that investors will be the ones to start the ball rolling in both oil & gas and elsewhere. Yet for producers to even express an interest in any activity is itself counter cultural and considered bad manners.
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Tuesday, June 10, 2025
Podcast # 3 - Seven Organizational Constructs
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Labels: Podcast
Monday, June 09, 2025
AI, The Fourth Industrial Revolution, Part III
Rebuilding Oil & Gas for the Fourth Industrial Revolution
Our expectation is these tools will assist society in maintaining North American political and economic prosperity for the long term. It is the most powerful economy which consumes the most energy. It’s difficult to see how society's leadership would be established without independence in its sources of energy. We are the largest consumer of energy and we are the most efficient energy consumer. Contributing up to 25,000 man hours of labor in each barrel of oil equivalent. And now untold leverage of the continents established cultural strengths through Artificial Intelligence.
Lessons from past Industrial Revolutions—shrinking timeframes, productivity booms, labor shifts, new markets, and social challenges—suggest AI’s Fourth Industrial Revolution could be faster and more disruptive than its predecessors. Its ability to automate complex tasks and process vast data could unlock unprecedented value, but only if society adapts to its challenges. Focusing on AI’s potential for system-level insights, as in neuroscience, highlights a key opportunity: AI could redefine how we create knowledge and value, but humans must guide the paradigm shift, just as they did with steam, electricity, and IT.
The structural conflicts in oil and gas, driven by misaligned business models, mirror issues in politics, academia, and healthcare. These conflicts, often obscured by society’s wealth, become glaring when their destructive impact stalls progress. Current officers and directors, prioritizing personal gain, resist reform. People, Ideas & Objects urges them to choose to lead, follow, or step aside.
As we noted in a prior blog post covering Ark Investments Podcast of Dr Jin Huang Li of Stanford University. Dr. Li noted, institutional inertia and incentives can stifle holistic approaches. Academia rewards published papers on narrow topics, not risky, interdisciplinary leaps. If we’re to fully harness AI for system-level breakthroughs, we might need new structures-funding models, collaborative networks, or even AI-assisted research platforms-that encourage big-picture thinking. Is this where AI forces us to rethink not just tech but how we organize knowledge and innovation?
David Hume’s quote about ”no amount of reasoning will generate an idea” can’t be verbatim attributed to him. However it’s believed to be derivative of his quote.
All the perceptions of the human mind resolve themselves into two distinct kinds, which I shall call IMPRESSIONSand IDEAS. The difference betwixt these consists in the degrees of force and liveliness, with which they strike upon the mind. (A Treatise of Human Nature Book I, Part I, Section I)The Preliminary Specification empowers oil and gas leaders to harness AI, redefining the industry for a prosperous, energy-independent future.
People, Ideas & Objects User Community. Our Priority and Key Competitive Advantage
Our user community’s structure is designed to empower its members to achieve our shared goal: providing North American oil and gas producers with the most profitable means of operations. Three innovative components enable this. First, only our user community members are licensed to create derivative works from the Intellectual Property of the Preliminary Specification. Second, our contracted and licensed developers are exclusively guided by the user community’s input on what to build, how, and why, ensuring focus and alignment. Third, the user community controls its own budgets, ensuring accountability and preventing reliance on “blind sleepwalking agents of whomever will feed them” driven by external agendas.
On April 7, 2025, we released a paper titled “Hyper Specialization in Today’s AI & IP-Enabled Workforce, exploring the powerful synergy of AI, Intellectual Property, and our user community.” This paper outlines how these elements converge to create substantial value for the oil and gas industry. It details how our user community, with their service providers, will leverage strategic competitive advantages to rebuild the industry’s culture around reserves preservation, performance, and profitability.
Our User Community, Leading Oil & Gas’ Artificial Intelligence Development and Implementation, a.k.a. The Fourth Industrial Revolution
There is no one country, company or individual who “won” the Industrial Revolution. Everyone did. The same can be said for the Internet as it will be for Artificial Intelligence. In the Information Technology’s Industrial Revolution and as it will be again in the Artificial Intelligence Industrial Revolution, there are those who will choose not to participate. Primarily due to a lack of aptitude and change resistance. It is their choice and they are satisfied with that.
For those with the aptitude, ability and desire to pursue the benefits of this fourth Industrial Revolution and apply their skills towards North American oil & gas. Where are they able to participate and what benefits will these changes provide for them? For accounting and administrative purposes our user community is their choice.
On January 10, 2025 People, Ideas & Objects published a paper entitled “Catalysts for Cultural Change: The Leadership Role of People, Ideas & Objects User Community” and subtitled "Reconstructing Dynamic, Innovative, Accountable and Profitable Oil & Gas Producers.” This paper seeks to provide the potential user community member with a clear understanding of the role, the tasks and expectations, what compensation is earned and the phases of development among many other elements of the reconstruction and rebuilding of North American oil & gas producers.
What has ailed the oil & gas industry is predominantly poor leadership. What will be needed to bring about a dynamic, innovative, accountable and profitable oil & gas industry is leadership. In accounting and administration our user community provides the leaders for this cultural transformation. And that is the comprehensive vision needed for the industry, and what our user community will provide.
If this thinking is consistent with yours, then action is needed on your behalf.
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Labels: Artificial Intelligence
Friday, June 06, 2025
Profitable Production Rights, Podcast # 2
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Labels: Podcast
Thursday, June 05, 2025
AI, the Fourth Industrial Revolution, Part II
A concerning trend, framed as addressing 'speed and complexity,' is emerging within oil and gas accounting and potentially other sectors. This could pose significant challenges for unprepared companies. In contrast, agile producers could potentially leverage innovative business models like our Preliminary Specification. And achieve superior results with fewer resources, faster timelines, and lower costs. Technologies such as the Internet of Things (IoT) enable field data capture, but their true value lies in data utilization. Our Material Balance Report, for instance, captures production-related data and seeks to automate derivative processes.
However, it is unlikely that officers and directors within producing firms will endorse the Preliminary Specification. Its adoption would implicitly acknowledge their responsibility for current industry inefficiencies. We estimate ongoing monthly natural gas revenue losses across North America due to overproduction at $16.8 billion per month, presenting both strong motivation for corrective action and significant reasons for their continued inaction.
If it’s the Fourth Industrial Revolution…
Time Dynamics of Past Industrial Revolutions
Historically, the First Industrial Revolution (1760-1840), driven by steam and mechanization, unfolded over approximately 50-80 years, its pace dictated by infrastructure development and capital investment. The Second (1870-1914), characterized by electricity and assembly lines, took roughly 40-50 years, benefiting from existing industrial foundations. The Third Industrial Revolution (1969-2000s), centered on computing and the internet, matured over 30-40 years, accelerated by hardware standardization and global communications.
This historical context prompts debate about AI's maturation timeline. One perspective suggests that Information Technology, a precursor, took approximately 65 years (from 1950 to 2015) to fully deliver its material gains. By this measure, AI, despite its current rapid advancements and unprecedented infrastructure investment, is only now beginning to generate widespread, tangible value.
However, venture capitalist David Sacks (President Trump’s AI and Crypto Czar) projects a dramatically faster trajectory: a potential million-fold increase in AI capability within just four years. His forecast rests on exponential advancements in three key domains:
- Algorithms/Models: Sacks anticipates a 3-4x annual improvement, potentially leading to a 100x enhancement in four years.
- Chip Technology: New GPU generations are expected to offer 3-4x performance increases per cycle, also potentially reaching a 100x improvement in four years.
- Data Center Compute: The rapid scaling of GPU deployment (e.g., xAI's growth from 100,000 to 300,000 GPUs, with millions projected) could yield another 100x increase in computational capacity.
While Sacks' optimistic claim is rooted in current technological trends, its realization hinges on sustained innovation and continued infrastructure expansion. Such advancement promises breakthroughs across numerous fields, including engineering and geoscience, but also brings significant concerns regarding safety, ethics, and energy consumption. Given the transformative potential, minimal costs and associated risks, underestimating this exponential trajectory could prove to be a significant miscalculation.
Major Economic Findings of Past Industrial Revolutions
This need for profound adaptation is especially urgent in the oil and gas industry. The sector faces a severe crisis of trust in its leadership, exacerbated by significant financial damage across its broader economy. Amidst the unfolding Fourth Industrial Revolution, oil and gas producers must urgently move beyond a 'muddle-through' culture to one centered on resource preservation, performance, and profitability.
The future will be defined by the ability to effectively harness data, often in ways currently unanticipated—just as no one in 1760 could have envisioned today's world. This raises a critical choice: continue with strategies that have demonstrably failed, or implement a solution like the Preliminary Specification? This approach aims to establish the vital data, information, and infrastructure needed for a dynamic future, securing long-term capacities and capabilities within our user community and ERP software developers. To merely 'muddle through' with current approaches, given the stakes, is familiar but a deeply concerning prospect.
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Tuesday, June 03, 2025
We’re Podcasting!
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Labels: Podcast
Monday, June 02, 2025
AI, The Fourth Industrial Revolution, Part I
Artificial Intelligence, the Fourth Industrial Revolution
Artificial Intelligence (AI) marks the dawn of the Fourth Industrial Revolution, following steam, electricity, and Information Technology. While today’s AI capabilities may be overhyped, their rapid evolution is undeniable—each use yields results ranging from brilliant to underwhelming, yet consistently improving on a steep trajectory. Ignoring or dismissing AI risks diminishing future prospects in an era of relentless advancement.Artificial Intelligence in Oil & Gas
Oil & gas presents a challenging future in what is a scientific business. People, Ideas & Objects Preliminary Specification will bring about the ability for producers to commercially compete in North American capital markets. Providing for the most profitable means of oil & gas operations everywhere and always. By supporting the scientific disciplines with comprehensive, actual, factual financial information to base their decisions. Creating a dynamic operational environment which ensures alternative strategies can be deployed and producers profitability is maximized. An accounting and administrative resource that is unavailable to them today, and if it were, would the industry be in the state that it's in? Or, would other decisions have been made by understanding what the business impact of their decisions were.When it comes to the use of AI in oil & gas. From the commercial side of the business the old adage of “garbage in, garbage out” would need to be created if it did not already exist. There is nothing that can be done with estimated, highly aggregated, then summarized data into information when its data has no consistency or meaning. There’s a reason that the scientific approach in oil & gas has dominated. It’s due to the lack of any usable accounting information. As we hypothesize, producers split their focus to the operational side of oil & gas, the science, and the commercial side which focuses on the corporate accounting, tax and regulatory requirements. The Preliminary Specification resolves this conflict by using the Joint Operating Committee as its key Organizational Construct. Where operations will be supported with a business perspective in which to make its decisions.
Our Artificial Intelligence module builds off the data infrastructure prepared in our Performance Evaluation (Joint Operating Committee focus) and Analytics & Statistics modules (Corporate focus). It also conducts the processing and generic or base necessities of the producers and Joint Operating Committees data to alleviate the high costs associated with Artificial Intelligence by sharing this base infrastructure across the producers. Allowing producers to limit their AI costs to the high level, competitive advantages they can generate from the tool.
A Fourth Industrial Revolution
The FYI Podcast from ARK Investments, featuring Dr. Jin Hyung Lee of Stanford University, highlights the limits of binary hypothesis testing in neuroscience and the need for a holistic, system-level approach—accelerated by Artificial Intelligence (AI)—to spark a Fourth Industrial Revolution. This blog post draws parallels to oil and gas, where similar narrow thinking has led to systemic issues. Embracing AI and human-driven holistic design, as enabled by People, Ideas & Objects’ Preliminary Specification, could redefine the industry’s future.Past industrial revolutions—steam, electricity, and Information Technology—displaced manual labor and repetitive tasks, freeing humans for higher-order work. Steam powered factories, electricity enabled production lines, and IT automated data processing, each unlocking new value and industries. AI now supercharges hypothesis testing, analyzing vast datasets and running simulations at unprecedented scales. In neuroscience, Dr. Lee notes that focusing on isolated variables, like amyloid plaques in Alzheimer’s, misses the brain’s complex, interconnected systems. AI can process multidimensional data—neural networks, genetics, and behaviours—revealing insights beyond siloed approaches.
In oil and gas, similar limitations persist. Narrow, operational-focused decision-making, driven by inadequate accounting data, has crippled profitability. The Preliminary Specification addresses this by aligning operations with comprehensive financial insights via the Joint Operating Committee, leveraging AI to process complex datasets and optimize decisions. However, AI excels at specific tasks but lacks the human capacity for holistic reasoning. Dr. Lee faced academic resistance to system-level approaches due to entrenched incentives favouring narrow research—a parallel to oil and gas leadership’s resistance to change.
Humans must lead the Fourth Industrial Revolution by framing questions, designing system-level models, and interpreting AI outputs. Just as steam empowered engineers and IT enabled analysts, AI can enhance oil and gas professionals’ ability to build dynamic, innovative, accountable and profitable operations. The Preliminary Specification’s AI module, built on robust data from our Performance Evaluation and Analytics & Statistics modules, enables producers to harness AI for competitive advantage, redefining what’s possible in a capital-intensive industry. This revolution isn’t just about speed—it’s about creating a sustainable, innovative future.
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Thursday, May 29, 2025
Arbitrage Strategy, Part V, Conclusion
In our April 7, 2025 paper, “Oil & Gas Arbitrage: The Market Finds a Way,” and throughout this series, we pose critical questions about the oil and gas industry’s trajectory. Can the current leadership address its financial, operational, and political challenges? Is the Preliminary Specification the essential first step to organizing a resolution? How much time remains before control slips away—or has that already begun?
The consequences are stark:
- Bloated assets that are worth little or negative value as they demand cash to produce.
- Bloated assets represent a dollar for dollar equivalent in bloated profitability.
- Are also represented today in shareholders equity that in almost all cases would be negative if asset values were appropriately restated.
- Therefore leaving producers with debt that is leveraged in logarithmic measures.
- Decades of structural working capital deficiencies, and poorly performing cash flow metrics incapable of maintaining basic business operations.
- Assets that are incapable of performing competitively to generate adequate free cashflow and profit.
- Leading to declining productivity as admitted in Saturday’s May 17, 2025 WSJ.
- Producers blame their investors' demands for dividends.
- Unaware that profitable operations provide a producer with independence and control of their direction.
- Severely deprecated and diminished industrial capacity in its secondary industries. Actively pursuing business opportunities outside of North America and in other industries.
- Investors and bankers abandoned the producer's capital structures a decade ago due to their lack of understanding why profits are necessary.
- Which is worse, having investors abandon the producers for cause, or producers doing nothing about investor concerns for over a decade.
- Acceptance or action by officers and directors to resolve the issue directly. Involves their admission of responsibility and culpability.
Officers and Directors Trajectory
The oil and gas industry’s dysfunction is deeply cultural and systemic. We can either attempt to reform this broken culture or reject it entirely, rebuilding with the vision of People, Ideas & Objects’ Preliminary Specification. Engaging with the current culture ensures its survival, fueled by higher commodity prices that only amplify its excesses and rewards the entitled. This business model is obsolete, has utterly failed, and will continue to fail—believing otherwise is delusional.As investors demanded change in 2015, they must now lead the industry’s reconstruction through our Arbitrage Strategy. This is a daunting task, with asset values tied to the present value of projected reserves, as determined by reservoir engineers’ industry cost averages, not historical company figures. Producers’ scientists rely on these valuations to prop up balance sheet asset values, but these assets underperform and require significant revaluation to reflect their true worth. Cash-strapped producers are beginning what may become a broader liquidation, where real asset prices will emerge. See here.
Investors, skilled at profiting from such opportunities, face assets with undefined management and operational frameworks. The Preliminary Specification is the only viable solution, but it requires funding for development. Given the oil and gas ERP market’s historical challenges, I am not issuing equity or debt, as I cannot deliver the Preliminary Specification profitably to shareholders. Our value proposition benefits producers, and if they deem it undesirable, I accept that. However, funding for development must ultimately come from oil and gas production in some form.
Replacement Value of the Incremental Barrel
What must dictate the price of oil & gas commodities is the high costs needed to bring the incremental barrel of oil equivalent to the market. North American producers have the highest cost production and fill the role of swing producers. Any legacy property with the ability to bring about lower cost production will benefit profitably until such time as that production has exhausted itself. Nonetheless the producers are faced with the high cost of exploring and developing oil & gas production and that replacement cost is the real cost of oil & gas on that market.Where else is it expected that producers will be able to acquire the financial resources necessary to sustain their production profile if the appropriate “replacement cost profits” are not derived from current production. If they’re relegated to maintaining a utility styled return on the properties investment, in an industry with an inherent steep cost inflation, investors will forever be at the behest of producers looking for further capital spending.
An inherent characteristic of the economic “price maker” is that they’ll only bring on new production that’s profitable. What has happened in the process of dividing the producer in two, as our overall hypothesis suggests. Where exploration and production are handled by scientists. And the business is operated with regard to corporate accounting, tax and regulatory requirements by accounting. Two disparate worlds where neither is fully aware of the other's value. As a result, what has driven the interest, vision and direction of the industry since the early 1990s. Has been the pursuit of science in terms of what is the most interesting and fascinating science to be involved in. For example, conventional production has withered to small percentages of the production profile. In natural gas it’s at 21% of the total US production. Despite its cost and deliverability being far more profitable than shale. “Business” is a foreign concept to oil & gas producers, officers and directors.
What we’ve also seen throughout the past three decades is characteristic of the Keystone Kops. Industry testing unproved hypotheses only to abandon them to the next great thing. SAGD, heavy oil, unconventional until the declaration that shale will never be commercial and clean energy is the future, to a 180 degree return to shale. And as of last Saturday's WSJ, peak shale is here. Never taking a moment to consider what could be done to iterate and innovate through various means and methods to make these areas profitable.
This on top of poorly considered talking points such as drill baby drill when they knew they’ve all but destroyed the service industry. And when the U.S. president opens the door for them they say that’s not really what they want. It certainly is not the leadership anyone would want, but it’s the leadership we have. They’ve proven incapable of anything but lies and excuses. And make no effort to change their ways.
Conclusion
People, Ideas & Objects propose this Arbitrage Strategy to shift oil and gas from its stagnant “muddle through” culture to a dynamic, innovative, accountable, and profitable one, guided by the vision of our Preliminary Specification.As Milton Friedman noted:
Only a crisis—actual or perceived—produces real change. When that crisis occurs, the actions that are taken depend on the ideas that are lying around. That, I believe, is our basic function: to develop alternatives to existing policies, to keep them alive and available until the politically impossible becomes politically inevitable.Or Henry Kissinger
By the time the threat can no longer be denied or minimized, the scope for action will have constricted or the cost of confronting the problem may have grown exorbitant. Misuse time, and limits will begin to impose themselves. Even the best of the remaining choices will be complex to execute, with reduced rewards for success and graver risks in failure. (Henry Kissinger, Leadership)People, Ideas & Objects believe North American oil and gas is 80–85% of the way to an existential economic, operational and political crisis. Waiting for it to fully unfold risks catastrophe beyond our current imagination.
The culprits—producer officers and directors—are paralyzed by their culpability and predictable inaction. Their failure has pushed the industry, including its secondary and tertiary sectors, to the brink, necessitating urgent rehabilitation of capacities and capabilities and overall industry rebuilding.
Our Preliminary Specification offers a vision for rebuilding the industry around reserves preservation, performance, and profitability, ensuring producers achieve the most dynamic, innovative, accountable and profitable operations. Time for debating alternatives has run out. We’ve laid out a framework where every individual and industry organization can contribute to this rebuilding process.
Delaying action by even six months risks irreparable damage. Consolidation won’t solve this, and trust in current leadership has eroded to the point where there’s no longer any expectations of current officers and directors. A “remove and replace” approach, aligned with the Preliminary Specification, must begin immediately—reconciling with the existing culture would be futile.
Success in averting this crisis depends on everyone finding a role in our vision of a rebuilt industry and acting now to build that. If our funding is secured but others remain passive, expecting People, Ideas & Objects to single-handedly deliver, failure is certain. Starting later, amid chaos, will also make rebuilding more difficult. Our funding decisions must be made within six months. If actions are delayed due to a continued lack of urgency, I fear we’ll lose focus when people are consumed by industry related firefighting.
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Thursday, May 22, 2025
Arbitrage Strategy, Part IV, Reserve's Economics
Changes in Overhead
People, Ideas & Objects have refrained from estimating the overhead cost reductions achievable through the Preliminary Specification, until now. Overhead, primarily personnel costs for building and maintaining the capacity and capabilities to support oil and gas operations, faces imminent disruption. Dynamic technological advancements, particularly in automation and AI, are poised to transform work processes significantly.Cloud Administration & Accounting for Oil & Gas: Currently, each producer redundantly builds its own accounting and administrative infrastructure. Our centralized, cloud-based solution eliminates this duplication, leveraging the cloud computing paradigm to drastically cut industry-wide overhead costs.
Variable Cost Structure via Joint Operating Committee: The Preliminary Specification restructures operations around the Joint Operating Committee, making all costs, including overhead, variable based on profitable production. Shutting in unprofitable production results in a null operation—neither profit nor loss—maximizing corporate profitability.
Hyperspecialization and Division of Labor: Artificial Intelligence enables hyperspecialization and enhanced division of labor, orchestrating complex processes that would otherwise be unmanageable and chaotic. Intellectual Property, one of seven Organizational Constructs in the Preliminary Specification, defines, controls access, administers licenses, and enforces authority, ensuring efficient management. Read our paper on Hyper-specialization, Artificial Intelligence and Intellectual Property.
Automation through Permanent Software Development: The Preliminary Specification’s ongoing software development capability delivers high levels of automation, further reducing overhead costs.Together, these features could achieve up to a two-thirds reduction in overhead costs for North American oil and gas producers. Gross overhead, typically 12–20% of revenue, translates to cost savings of 8–13% of revenue. (Note: All overhead discussed is gross, excluding capitalization and allowances.)
The future of work remains uncertain and unpredictable but is undeniably unstoppable. Embracing this path is the most productive approach for all stakeholders. Opening a buggy-whip factory today would be as misguided as it was a century ago.
Capitalization
The oil and gas industry’s capitalization practices, as critiqued extensively in this blog, have devolved into a cultural fixation on “building balance sheets” and “putting cash in the ground.” Such misguided corporate goals, occasionally punctuated by claims that “profits don’t matter,” dominated discourse for decades.Most oil and gas costs, being intangible, are capitalized and depleted over the life of proven reserves. SEC regulations dictate that for X proven reserves, Y expenditures are recognized, resulting in a depletion of Y/X per barrel produced. Shale’s vast reserves inflate reported profitability by stretching depletion schedules. Tax treatments differ, but People, Ideas & Objects focus on what’s required for oil and gas to compete in North American capital markets: determining the marginal price or replacement cost of an incremental barrel.
We propose a pricing model that accelerates capital recognition, treating many intangible costs as operational expenses. This approach, akin to a “third set of books” in Hollywood accounting, reflects the reality that businesses maintain multiple accounting perspectives for distinct purposes. This clarification seems necessary when, as recently as 2023, officers and directors misunderstood basic terms like “free on board” while developing the LNG export market.
Each Joint Operating Committee will receive standardized, objective monthly financial statements to assess property profitability. If a property incurs losses, partners can shut-in production, preserving reserves for future profitable operations.
This accelerated depletion will establish the marginal price needed to replace a barrel of oil or gas equivalent, regardless of whether the property is a decades-old conventional well or a new shale operation. Our model also shifts some capital costs to current-month operations in product pricing calculations.
Investors pursuing our Arbitrage Strategy should exercise caution. Current officers and directors, intoxicated by the cash flows of a capital intensive, primary industry based on partnerships, make poor decisions in this capital-intensive primary industry. With even larger future free cash flows, robust accountability—enabled by Oracle Cloud ERP and our Compliance & Governance model—and disciplined dividend policies are essential to prevent mismanagement.
Where’s the Value
Financial statements evaluate a firm’s performance, they do not capture an organization’s value. Capital markets assess a firm’s value by discounting its future cash flows, driven by the capacity and capability of its reserves to sustain or expand those flows.The capital-intensive nature of oil and gas, with the scope and scale required to maintain and grow deliverability over the next 25 years, presents a formidable challenge.
Conclusion to Capital Assets, Cash and Working Capital
Contrary to “building balance sheets" and “putting cash in the ground,” or spending the allowance investors are willing to provide to what we’ve described as the “old” producers. The Preliminary Specification sets in place a method of business operations to meet their future demands. Where officers and directors will be able to independently undertake the profitable operations of an actual business.The “new” producers as we’ve described them will have an independence in their operations unlike what we have seen before. Where financial performance dictates that they are in control and are able to pick among the best opportunities available. Where they have the financial wherewithal to undertake successful completion of what it is they undertake. Where the drilling rig price quoted is x and the producer respectfully pays x with no expectation of a discount, only the absolute performance that x commands.
Instead of having property, plant and equipment recorded at sky high levels in an attempt to emulate the value of the firm. The capital configuration is different through the Preliminary Specification. Costs are being passed to the consumers in a competitive manner. Competitive in terms of price and competitive in terms of performance in the capital markets. Cash and working capital more specifically are the tools in which producers accomplish their objectives.
The industry in the past two decades has had diminishing working capital due to their lack of performance. This is the reason that nothing is being done in the industry today, no one has the money. They don’t have the money because they haven’t made it, don’t know how to make it, no one’s giving it to them anymore and therefore choose only to listen to music with their friends in the basement.
Compare what an effective executive such as President Biden is able to accomplish in one term and contrast that to one day of President Trump. There’s a reason for the performance differential, however the contrast is appropriate between what a producer is like today and the type we need very soon. Having cash to enact the producers' will is what’s needed. Without it all you can do is beat up vendors for discounts. And in turn, just don’t ask for focus or performance.
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