SharePlanehttps://shareplane.malott.ai/2026-09-05T00:00:00ZTony Malotthttps://malott.ai/https://shareplane.malott.ai/artifacts/cognitive-capital/Cognitive Capital2026-09-04T00:00:00Z2026-09-04T00:00:00ZMachine cognition becomes organizational capital when validated reasoning is converted into persistent, reusable assets that preserve or increase capability while reducing future uncertainty, cost, risk, or marginal cognition.https://shareplane.malott.ai/artifacts/when-the-patient-brings-the-better-system/When the Patient Brings the Better System2026-09-03T00:00:00Z2026-09-03T00:00:00ZTrust should move with demonstrated capability. Authority should move more carefully. Action should remain constrained by consequence, and escalation should be treated as part of competence.https://shareplane.malott.ai/artifacts/done-has-a-half-life/Done Has a Half-Life2026-09-02T00:00:00Z2026-09-02T00:00:00ZEverything meaningful should become explicitly done. Nothing meaningful should become permanently exempt from reconsideration.https://shareplane.malott.ai/artifacts/taste-is-infrastructure/Taste Is Infrastructure2026-09-02T00:00:00Z2026-09-03T00:00:00ZHigh-quality AI web design is not primarily a property of one frontier model. It emerges from a system that preserves intent, precedent, visual authority, owner judgment, verification evidence, failure memory, and the right to learn from all of them.https://shareplane.malott.ai/artifacts/omarchy-agent-native-workstation/The Malleable Computer Is Here. Now Who Holds the Keys?2026-09-01T00:00:00Z2026-08-31T00:00:00ZOmarchy matters because it turns the desktop into inspectable, scriptable state that an AI agent can understand and alter. Its next decisive problem is not usability. It is authority: who may change what, under which policy, with what evidence, and how the machine proves what happened.https://shareplane.malott.ai/artifacts/windows-without-windows/The Operating System Is Losing Its Grip on the Application2026-09-01T00:00:00Z2026-08-31T00:00:00ZStop asking whether it is a Windows application. Ask what execution contract the application actually requires.https://shareplane.malott.ai/artifacts/ai-is-leverage-expertise-is-the-multiplier/AI Is Leverage. Expertise Is the Multiplier.2026-08-30T00:00:00Z2026-08-30T00:00:00ZAI compresses execution. Expertise shapes the result. Service gives the capability purpose.https://shareplane.malott.ai/artifacts/choosing-the-churchs-digital-workplace/Choosing the Church’s Digital Workplace2026-08-30T00:00:00Z2026-08-30T00:00:00ZMicrosoft is arguably the more powerful enterprise toolbox. Google Workspace is the better operating foundation for this institution, with the Living OS as the simplified front door and institutional-memory layer.https://shareplane.malott.ai/artifacts/beyond-the-agent/Beyond the Agent2026-08-27T00:00:00Z2026-08-27T00:00:00ZFrontier intelligence and execution are becoming abundant; institutional scarcity moves upward into coordination, verification, authority, human attention, current state, and trust.https://shareplane.malott.ai/artifacts/when-agent-identity-is-not-enough/When Agent Identity Is Not Enough2026-08-27T00:00:00Z2026-08-27T00:00:00ZEnterprise agent governance becomes insufficient when a legitimate actor can still attempt an illegitimate state transition; identity, runtime enforcement, execution authority, evidence, and convergence must remain distinct control layers.https://shareplane.malott.ai/artifacts/you-cannot-recall-intelligence/You Cannot Recall Intelligence2026-08-27T00:00:00Z2026-08-27T00:00:00ZOnce capable AI can be copied, modified, and operated outside the publisher's control, model behavior can no longer carry the full burden of safety. Defense in depth is required: stronger safeguards before release, explicit authority boundaries where intelligence meets consequential systems, and institutional resilience where no control plane owns the boundary.https://shareplane.malott.ai/artifacts/four-days-that-changed-the-scale-of-one-engineer/Four Days That Changed the Scale of One Engineer2026-08-26T00:00:00Z2026-08-25T00:00:00ZThe force multiplier is not the model. The force multiplier is the system that surrounds the model with context, authority, bounded execution, deterministic verification, protected review, operational evidence, and durable learning.https://shareplane.malott.ai/artifacts/the-eval-before-the-eval/The Eval Before the Eval2026-08-26T00:00:00Z2026-08-26T00:00:00ZA sufficiently capable autonomous system can execute a bad objective beautifully; consequential intent needs an explicit, evidence-bearing admission boundary before autonomous amplification.https://shareplane.malott.ai/artifacts/the-machine-is-not-the-point/The Machine Is Not the Point2026-08-26T00:00:00Z2026-08-26T00:00:00ZAs machine capability becomes abundant, human judgment, explicit authority, evidence, and responsibility become more consequential, not less.https://shareplane.malott.ai/artifacts/the-human-is-not-the-fallback/The Human Is Not the Fallback2026-08-25T00:00:00Z2026-08-25T00:00:00ZMature autonomy does not eliminate the human. It stops wasting the human.https://shareplane.malott.ai/artifacts/the-ai-underclass-will-be-built-with-access-controls/The AI Underclass Will Be Built With Access Controls2026-08-20T00:00:00Z2026-08-20T00:00:00ZThe AI underclass will be defined less by who has AI than by who can obtain the best intelligence, how much they can afford, how freely they can use it, and whether governments or providers permit access to its full capabilities.https://shareplane.malott.ai/artifacts/the-lost-art-of-technical-support/The Lost Art of Technical Support2026-08-20T00:00:00Z2026-08-20T00:00:00ZEvery support capability should reduce uncertainty before transferring a problem; otherwise tiered support becomes expensive routing.https://shareplane.malott.ai/artifacts/the-lost-discipline-of-fault-isolation/The Lost Discipline of Fault Isolation2026-08-20T00:00:00Z2026-08-20T00:00:00ZTroubleshooting is the disciplined reduction of uncertainty through observation, bounded hypotheses, meaningful tests, and explicit elimination of possible causes.https://shareplane.malott.ai/artifacts/rent-the-compute-never-rent-your-ability-to-survive/Rent the Compute. Never Rent Your Ability to Survive.2026-08-19T00:00:00Z2026-08-19T00:00:00ZDependency without independently executable recovery creates systemic risk regardless of deployment model.https://shareplane.malott.ai/artifacts/the-mind-is-sparse-the-machine-should-remember/The Mind Is Sparse. The Machine Should Remember.2026-08-18T00:00:00Z2026-08-18T00:00:00ZIntelligence requires selection. Continuity requires reconstruction. The human can follow the idea; the machine can hold the thread.https://shareplane.malott.ai/artifacts/the-dig-is-getting-deeper/The Dig Is Getting Deeper2026-08-14T00:00:00Z2026-08-14T00:00:00ZA deep digital archive can preserve more than memories. When chronology, provenance, contradictions, corrections, relationships, and uncertainty survive together, the archive can begin to preserve evidence of how a person reasoned.https://shareplane.malott.ai/artifacts/digital-estate-defense/Digital Estate Defense2026-08-13T00:00:00Z2026-08-13T00:00:00ZUseful review can stay local, bounded, and explicit about what it can and cannot establish.https://shareplane.malott.ai/artifacts/nuance-is-not-analysis-paralysis/Nuance Is Not Analysis Paralysis2026-08-12T00:00:00Z2026-07-19T00:00:00ZAI makes full-fidelity preservation operationally practical because compression no longer has to happen once, permanently, and before future uses are known. Preserve first. Project later.https://shareplane.malott.ai/artifacts/once-youve-had-a-bichon-personal-narrative-v2/Once You’ve Had a Bichon2026-08-12T00:00:00Z2026-08-12T00:00:00ZDogs became part of the structural continuity of Tony and Tomoko’s life; Sophie changed the emotional architecture of home, while Peko and Sachi continue that household without replacing her.https://shareplane.malott.ai/artifacts/the-cloud-is-filling-with-ghosts/The Cloud Is Filling With Ghosts2026-08-12T00:00:00Z2026-08-12T00:00:00ZThe cloud increasingly contains persistent non-human actors, so the strategic infrastructure problem is how to govern machine authority at population scale without surrendering control.https://shareplane.malott.ai/artifacts/the-database-had-been-wrong-for-twelve-years/The Database Had Been Wrong for Twelve Years. AI Made It Worth Fixing.2026-08-12T00:00:00Z2026-08-12T00:00:00ZThe breakthrough was not that AI knew the answer. It made a technically solvable but economically irrational investigation practical by turning probabilistic reasoning into a sequence of deterministic tests until one causal explanation survived.https://shareplane.malott.ai/artifacts/the-mesh-held/The Mesh Held, but Not Because Nothing Failed2026-08-12T00:00:00Z2026-08-06T00:00:00ZThe important result was not that the system made all of this efficient. It did not. The important result was that the system increasingly refused to let confusion become silent corruption.https://shareplane.malott.ai/artifacts/the-mesh-is-no-longer-a-diagram/The Mesh Is No Longer a Diagram2026-08-12T00:00:00Z2026-08-06T00:00:00ZGhostMesh became real when authority, execution, evidence, cleanup, and replay survived outside the conversation and outside any individual worker.https://shareplane.malott.ai/architecture/inference-at-the-ambiguity-frontier/Inference at the Ambiguity Frontier2026-08-11T00:00:00Z2026-08-11T00:00:00ZInference belongs at the ambiguity frontier. Determinism belongs everywhere behind it.https://shareplane.malott.ai/architecture/the-best-ai-system-should-need-less-ai-tomorrow/The Best AI System Should Need Less AI Tomorrow2026-08-11T00:00:00Z2026-08-11T00:00:00ZUse intelligence to conquer ambiguity, capture what works, and retire inference when uncertainty disappears.https://shareplane.malott.ai/architecture/when-the-agent-had-to-ask-github/When the Agent Had to Ask GitHub2026-08-11T00:00:00Z2026-08-11T00:00:00ZA mature autonomous system must know where its authority and evidence end, and route unresolved questions to the human or institution that actually owns the answer.https://shareplane.malott.ai/artifacts/ghostmesh-north-star-v2/GhostMesh North Star v22026-08-04T00:00:00Z2026-08-04T00:00:00ZIntelligence may be temporary. Authority, meaning, evidence, state, recovery, and useful Work must not be.https://shareplane.malott.ai/artifacts/the-most-expensive-model-is-often-compensation-for-missing-control/The Most Expensive Model Is Often Compensation for Missing Control2026-07-27T00:00:00Z2026-07-27T00:00:00ZTrusted completion cost falls when intent, authority, routing, and validation carry their share of the work.https://shareplane.malott.ai/artifacts/the-code-is-no-longer-the-hard-part/The Code Is No Longer the Hard Part2026-07-26T00:00:00Z2026-07-26T00:00:00ZAs AI reduces the relative cost of implementation, durable engineering value moves outward into intent, authority, context, orchestration, evidence, recovery, and institutional integration.https://shareplane.malott.ai/artifacts/how-shareplane-works/How SharePlane Works2026-07-10T00:00:00Z2026-07-10T00:00:00ZContext as code for humans and agents.https://shareplane.malott.ai/artifacts/software-has-entered-its-re-image-era/Software Has Entered Its Re-Image Era2026-07-09T00:00:00Z2026-08-14T00:00:00ZFor a growing class of ordinary applications, repair no longer deserves automatic economic privilege. Preserve the product truth, evidence, data, contracts, controls, and provenance, then make reconstruction compete with maintenance as an engineering decision.https://shareplane.malott.ai/artifacts/the-signal-was-never-clean/The Signal Was Never Clean2026-07-09T00:00:00Z2026-08-14T00:00:00ZA life spent tuning noisy systems teaches you not to confuse a clean reading with truth. AI did not give me judgment or ideas; it shortened the distance between what I could see and what I could finally build.https://shareplane.malott.ai/artifacts/rebuild-contract/The SharePlane Rebuild Contract2026-07-09T00:00:00Z2026-07-09T00:00:00ZThe architectural contract for rebuilding SharePlane as a static, provenance-complete library for people and agents.https://shareplane.malott.ai/pages/the-agent-was-never-the-unit-of-trust/The Agent Was Never the Unit of Trust2026-07-09T00:00:00Z2026-07-09T00:00:00ZWhy multi-agent work only becomes useful when the system verifies the worker, the boss, and the checker.https://shareplane.malott.ai/pages/the-signal-was-never-clean-quiet-frequency/The Signal Was Never Clean: Quiet Frequency Variant2026-07-09T00:00:00Z2026-07-09T00:00:00ZAI, old radios, and the return of dangerous curiosityhttps://shareplane.malott.ai/pages/the-signal-was-never-clean-field-manual/The Signal Was Never Clean: Field Manual Variant2026-07-08T00:00:00Z2026-07-08T00:00:00ZAI, old radios, and the return of dangerous curiosityhttps://shareplane.malott.ai/pages/shareplane-guide/SharePlane User and Developer Guide2026-07-07T00:00:00Z2026-07-07T00:00:00ZA public manual for using, operating, and extending a durable context-as-code artifact system.https://shareplane.malott.ai/pages/copyable-agency/Copyable Agency2026-07-07T00:00:00Z2026-07-07T00:00:00ZWhy digital intelligence changes the control problemhttps://shareplane.malott.ai/pages/the-right-model-is-the-one-your-eval-can-defend/The Right Model Is the One Your Eval Can Defend2026-07-06T00:00:00Z2026-07-06T00:00:00ZA repeatable model-selection loop for quality, latency, cost, routing, and operational fit.https://shareplane.malott.ai/pages/the-subscription-is-tuition/The Subscription Is Tuition2026-07-06T00:00:00Z2026-07-06T00:00:00ZEmployer AI gives access. Personal practice builds fluency.https://shareplane.malott.ai/pages/context-is-the-product/Context Is the Product2026-07-06T00:00:00Z2026-07-06T00:00:00ZAI does not create durable capability. Governed context does.https://shareplane.malott.ai/pages/artifact-graph/Artifact Graph2026-07-06T00:00:00Z2026-07-06T00:00:00ZA page becomes durable when its sources, claims, receipts, validators, and related artifacts are traversable.https://shareplane.malott.ai/pages/llm-wikis-compiled-context/LLM Wikis: Compiled Context Instead of Disposable Retrieval2026-07-05T00:00:00Z2026-07-05T00:00:00ZRaw sources stay authoritative. Agents maintain the markdown memory layer. Routing files make the context traversable.https://shareplane.malott.ai/pages/agent-readable-web/Agent-Readable Web2026-07-04T00:00:00Z2026-07-04T00:00:00ZHTML, HTMX, NLWeb, MCP, and the Shift from Search Clicks to Agent-Mediated Discoveryhttps://shareplane.malott.ai/pages/react-not-dying-agent-friendly-html/React Is Not Dying. SPA-by-Default Is.2026-07-04T00:00:00Z2026-07-04T00:00:00ZA decision-matrix field manual for choosing HTML, HTMX, React islands, or a full SPA without turning source-thesis claims into universal facts.https://shareplane.malott.ai/pages/own-memory-rent-intelligence-agent-stack/Own the Memory, Rent the Intelligence2026-07-03T00:00:00Z2026-07-03T00:00:00ZA practical control-plane model for personal AI agents that act from your context, not a vendor's defaults.https://shareplane.malott.ai/pages/okf-llm-wiki-portable-agent-memory/Open Knowledge Format and the LLM Wiki2026-07-02T00:00:00Z2026-07-02T00:00:00ZHow personal notes become portable agent memory.https://shareplane.malott.ai/pages/tony-malott-career-arc/Tony Malott Career Arc2026-07-01T00:00:00Z2026-07-01T00:00:00ZA public-safe executive career arc and HTML CV artifact.https://shareplane.malott.ai/artifacts/smud-powerwall-roi-2026/SMUD Powerwall + Solar ROI Analysis 20262026-06-30T00:00:00Z2026-07-03T00:00:00ZA public-safe battery, solar, and utility-bill ROI analysis.https://shareplane.malott.ai/pages/source-to-teaching-artifact-peer-preservation/Worked Example: Peer Preservation in Frontier Models2026-06-30T00:00:00Z2026-06-30T00:00:00ZA source-grounded teaching artifact and infographic prompt suite demonstrating the Source-to-Teaching Artifact MVP v1.0 pattern.https://shareplane.malott.ai/pages/pattern-catalog/Pattern Catalog2026-06-30T00:00:00Z2026-06-30T00:00:00ZA static rendered catalog of SharePlane reusable pattern standards.