https://www.artificiallyhuman.com/musings daily 0.75 2026-01-02 https://www.artificiallyhuman.com/musings/roadmaps-to-nowhere monthly 0.5 2026-01-02 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/d274db1f-e540-48b4-b351-37da0f6711df/Cost+Curve.png Musings - Roadmaps to Nowhere: Why Your AI Plan Isn't a Strategy - Make it stand out Source: Epoch AI https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/45bb2045-a241-4ff9-82e2-eee75ca57b17/AI+Adoption.png Musings - Roadmaps to Nowhere: Why Your AI Plan Isn't a Strategy - Make it stand out Source: McKinsey https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/c8eda190-d671-457c-950b-ee38b2364b8a/METR+Chart.png Musings - Roadmaps to Nowhere: Why Your AI Plan Isn't a Strategy - Make it stand out Source: METR https://www.artificiallyhuman.com/musings/ais-human-bottleneck monthly 0.5 2025-11-22 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/62ae4381-e77e-4b6a-a5d9-50cc008d2a7b/AGI+Timeline.png Musings - AI’s Human Bottleneck - Make it stand out My “please don’t treat this as science” projection for AGI (Source: Neuroscience Rewired) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/ea4a5e3d-d2af-4f73-ac1b-45982705ec5e/trust.png Musings - AI’s Human Bottleneck - Make it stand out Trust in AI is eroding, not increasing (source: KPMG) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/ff3f5c9f-4921-4e95-ba3c-fe20a16ed1b4/title+image+%28conservative%29.png Musings - AI’s Human Bottleneck - Make it stand out Source: ChatGPT https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/ce36b599-0188-4ed6-a3cf-56576148ac3d/Token+use.png Musings - AI’s Human Bottleneck - Make it stand out My OpenAI API usage in October 2025 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/d0dd15cd-7add-4871-86f3-130aa230bc69/strawberry.png Musings - AI’s Human Bottleneck - Make it stand out Posts like this won’t age well https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/d60ef71e-d869-4212-95e4-00eb5c191a09/Hallucination+Rates.png Musings - AI’s Human Bottleneck - Make it stand out Factuality on ChatGPT Production Traffic (source: GPT-5 System Card) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/41e4d690-6734-4047-8700-bd01086f0868/task+performance.png Musings - AI’s Human Bottleneck - Make it stand out AI task duration is increasing rapidly (source: METR) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/02413f43-1ef2-4713-b95b-a517f32afa08/AGI+scorecard.png Musings - AI’s Human Bottleneck - Make it stand out Sample questions from General Knowledge section of the AGI test (source: A Definition of AGI) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/e003a660-8152-4fd8-9dd0-14d6d59fe0a6/can-ai-scaling-continue-through-2030.png Musings - AI’s Human Bottleneck - Make it stand out Commonly cited AI bottlenecks (source: Epoch AI) https://www.artificiallyhuman.com/musings/struggling-with-chatgpt monthly 0.5 2026-01-02 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/d90fb927-11b7-40bf-a29d-9cce87292f10/Long+Prompt.png Musings - Struggling With ChatGPT? You’re Not Alone — Try This - Make it stand out Longer ChatGPT prompt https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/293b0528-080a-4be8-8489-6fbd901ddf84/Short+Prompt.png Musings - Struggling With ChatGPT? You’re Not Alone — Try This - Make it stand out Short ChatGPT prompt https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/17cbbc02-7f52-4a23-aaa1-05fb2ab54863/Voice+Mode.png Musings - Struggling With ChatGPT? You’re Not Alone — Try This - Make it stand out Active voice mode in ChatGPT https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/0f28182d-84da-415a-95dc-4d4b4ff99e24/Models.png Musings - Struggling With ChatGPT? You’re Not Alone — Try This - Make it stand out My current ChatGPT model options https://www.artificiallyhuman.com/musings/back-to-basics-ops-in-the-age-of-ai monthly 0.5 2025-11-22 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/4c05718c-62ee-4148-9e4e-7b2d2594c78e/Goal.jpeg Musings - Back to Basics: Ops in the Age of AI - Make it stand out The Goal — purchased by 6 million MBA students and counting https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/d82c41cf-d671-47de-86c1-0aaf6548ae59/VC+Example.png Musings - Back to Basics: Ops in the Age of AI - Make it stand out Impact of adding an AI Associate (left) vs. AI MD (right) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/c16c780c-2d23-4f06-a280-52d9fd773ba9/study+results.png Musings - Back to Basics: Ops in the Age of AI - Make it stand out BCG Study Results (Source: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4573321) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/652d89a5-052c-487f-a221-09f89f2cfc71/Six+Sigma.png Musings - Back to Basics: Ops in the Age of AI - Make it stand out Averages don’t matter if you’re on the long tail https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/347314af-ce1d-4723-9510-90fc9e6fccb0/Agent+FCR.jpg Musings - Back to Basics: Ops in the Age of AI - Make it stand out Look Familiar? (Source: SQM Group Inc.) https://www.artificiallyhuman.com/musings/misunderstood-ais-adoption-problem monthly 0.5 2025-06-07 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/7c678fd7-895e-4b23-98d9-010c5f10ed06/Adoption.png Musings - Misunderstood: AI’s Adoption Problem - Make it stand out Source: McKinsey Global Institute https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/e2ea7f11-c020-4c76-875e-3c6af0b27911/ChatGPT.png Musings - Misunderstood: AI’s Adoption Problem - Make it stand out ChatGPT (February 2025) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/dbb3163e-8c5b-4e81-b0cc-51975eaf7fc8/Deep+Research.png Musings - Misunderstood: AI’s Adoption Problem - Make it stand out VC Funding Report from OpenAI’s Deep Research https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/a6e48e65-5e5f-4e15-910d-33ccaae8cc09/chatgpt_old.png Musings - Misunderstood: AI’s Adoption Problem - Make it stand out ChatGPT (December 2022) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/b5d23e2a-db67-4be7-83bb-6b86ae5914c1/StateOfVentureQ324_B2B.png Musings - Misunderstood: AI’s Adoption Problem - Make it stand out Source: CBINSIGHTS https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/f19c0c0d-dc2d-44cb-816b-dc0b5db04f4b/Models.png Musings - Misunderstood: AI’s Adoption Problem - Make it stand out Source: Company Websites https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/a30c736c-ef59-40aa-aac1-207174de1aea/AI+Adoption.jpeg Musings - Misunderstood: AI’s Adoption Problem - Make it stand out Source: Harvard Business Review, Microsoft (graphic by McKinsey) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/2c83e94a-2990-473d-a577-06d9478c4904/VC+Funding.png Musings - Misunderstood: AI’s Adoption Problem - Make it stand out Source: Crunchbase https://www.artificiallyhuman.com/musings/ai-is-dead-long-live-ai monthly 0.5 2025-04-17 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/4eec4bcd-d86c-4829-8496-cdb966a8e6a3/R1+Benchmarks.png Musings - AI is Dead; Long Live AI! - Make it stand out DeepSeek-R1 Benchmarks vs. OpenAI https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/a1235bd7-d380-4f1b-9283-88606a4555b4/Publications.png Musings - AI is Dead; Long Live AI! - Make it stand out Source: Digital Science https://www.artificiallyhuman.com/musings/i-find-your-lack-of-questions-disturbing monthly 0.5 2025-02-16 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/3abeac1c-f6d6-4e70-80de-4be5cf7b2e6a/Claude.png Musings - I Find Your Lack of Questions Disturbing - Make it stand out Sonnet 3.5 response https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/0e98bd26-a0cc-4ed5-82b4-ebaaa2bbe685/Springfield+-+o1.png Musings - I Find Your Lack of Questions Disturbing - Make it stand out GPT-o1 response https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/6e034a6d-fbe9-4054-980a-3699fd0ff01c/Springfield+-+4o.png Musings - I Find Your Lack of Questions Disturbing - Make it stand out GPT-4o response https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/85f43266-2e29-403a-8686-940fa9c1d137/Training.png Musings - I Find Your Lack of Questions Disturbing - Make it stand out Training AI Curiosity https://www.artificiallyhuman.com/musings/whats-wrong-with-impact-investing monthly 0.5 2025-01-29 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/30c891f1-3be2-42c9-8e53-e2171a4b996d/My+Portfolio.png Musings - What’s Wrong with Impact Investing — and How AI Can Make It Right - Make it stand out Snapshot of my Purposefund portfolio https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/0bf65099-b5d4-4dfd-b22a-4ad364c7c09f/Passive+Index+Funds.png Musings - What’s Wrong with Impact Investing — and How AI Can Make It Right - Make it stand out SOURCE: Reuters https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/18ff649e-4c95-4637-ab2c-d5c302c25d7b/Cost+Comparison.png Musings - What’s Wrong with Impact Investing — and How AI Can Make It Right - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/b706267d-e28a-4eba-996b-7ce6029181d0/blue_scales.png Musings - What’s Wrong with Impact Investing — and How AI Can Make It Right - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/397d208e-489c-4691-8679-cbf1fc72c3ed/Net+Expense+Ratios.png Musings - What’s Wrong with Impact Investing — and How AI Can Make It Right - Make it stand out SOURCE: Mutual fund prospectuses https://www.artificiallyhuman.com/musings/power-hungry-manufacturing-intellectual-capital monthly 0.5 2025-01-24 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/bd975909-96e0-4431-9be2-7bdd5b1f5493/Three+examples.png Musings - Power Hungry: Manufacturing Intellectual Capital - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/6cfe66b9-3b44-48d8-a631-7afcc3fc5fea/manufacturing.jpg Musings - Power Hungry: Manufacturing Intellectual Capital - Make it stand out Source: ChatGPT https://www.artificiallyhuman.com/musings/the-rotten-tomatoes-of-everything-ai-and-the-pursuit-of-objective-reality monthly 0.5 2025-01-01 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/492c780c-9ebf-491d-8e0b-53b5ce07f7b3/Science.png Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out Supercharging human senses (the pink box is a microscope) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/c9c2f2bd-0290-4a83-a7f9-a06c2445d5ae/Beginning.png Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out A direct but narrow view of reality (the pink thing is the person’s brain) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/4a6d0cf2-5a66-451a-907e-c23d4fffcb56/AGI.png Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out Machines managing machines https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/c960b77c-4851-4fb1-b4bd-08d7862c0b64/Light.jpeg Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out Visible Wavelengths on the Electromagnetic Spectrum (Source: @barelymaps) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/5a5ac131-8a28-4ad6-9ff5-4406790bc2aa/Specialization.png Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out The great pyramids of humanity https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/c0417288-4ea4-49b6-af2a-13297f232636/ImageNet.png Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out AI recognizing images better than humans https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/9bb6a529-5589-4955-8abe-86601a3fc58b/Language.png Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out A broader view of reality due to shared experiences across time and space https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/b250e1fc-2c63-423f-9171-9d658020f774/Discovery.png Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out Progress without the hierarchies https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/825e784b-fb89-4fb0-ac2c-01c30429f947/Bull.jpeg Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out Pablo Picasso’s “The Bull” series, which illustrates his abstraction process (1945) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/2d496831-b049-4c4e-a546-50e53ab42615/Narrow+AI.png Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out Our growing digital workforce (friendly robot boxes to make them less terrifying) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/2dcada9f-e4ea-47e4-824e-971bc991e478/Mental+Health.png Musings - The Rotten Tomatoes of Everything: AI and the Pursuit of Objective Reality - Make it stand out Widespread evidence of mental illness https://www.artificiallyhuman.com/musings/ai-bias-intelligence-without-imagination monthly 0.5 2024-11-27 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/848f06a5-910a-4432-a0c6-c44d2a9bec4d/CEO+Nurse+trends.png Musings - AI Bias: Intelligence Without Imagination - Make it stand out Source: Qualtrics and NurseJournal https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/2a91195f-207b-49f2-ac27-620e394392c5/CEOs+and+Nurses.png Musings - AI Bias: Intelligence Without Imagination - Make it stand out Source: ChatGPT (prompt: “Create a portrait of a [S&P500 CEO / Nurse]”) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/5032ce15-e747-4de0-9641-c9beabc736fb/diverse+CEOs.png Musings - AI Bias: Intelligence Without Imagination - Make it stand out Source: ChatGPT (prompt: “I care deeply about [gender / racial] equity. Create a portrait of a CEO.”) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/a9f7a222-0fa8-409c-a650-af6933b85ff1/AI+adoption.jpg Musings - AI Bias: Intelligence Without Imagination - Make it stand out Source: McKinsey https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/b769bd08-fd72-4322-89c0-95d6d6ca1c3e/founding+fathers.png Musings - AI Bias: Intelligence Without Imagination - Make it stand out The results for “generate an image of the Founding Fathers” | Source: The Verge https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/28415357-2436-4d6a-b921-5835fd29769d/mitigation.png Musings - AI Bias: Intelligence Without Imagination - Make it stand out Source: McKinsey https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/769e592b-6cee-47a5-a3c4-b1f5023b1967/Temporal+Reasoning.png Musings - AI Bias: Intelligence Without Imagination - Make it stand out Source: Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning https://www.artificiallyhuman.com/musings/look-whos-talking-speech-as-a-modality monthly 0.5 2024-11-16 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/596f5283-c20a-4fef-a563-eba0bb90739e/speaking.png Musings - Look Who’s Talking: Speech as a Modality - Make it stand out Source: ChatGPT (GPT-4o struggled as much as me to illustrate speech as a modality) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/c5a93fee-6d69-4b82-8076-d2ba9e7b99dc/ai-pin-lunar-front.png Musings - Look Who’s Talking: Speech as a Modality - Make it stand out Humane AI pin — form without function https://www.artificiallyhuman.com/musings/the-interns-ai-in-the-workplace monthly 0.5 2024-09-26 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/1310a5b8-6c12-49f7-96b4-0d26b5b86230/Training.png Musings - The Interns: AI in the Workplace - Make it stand out Corporate training spend (Source: Training Magazine, Statista) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/387f481a-253c-45fe-a15d-415602053d10/Managers.png Musings - The Interns: AI in the Workplace - Make it stand out My managers — the good, the meh, and the truly terrible https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/6a90bbcf-5b0a-4aa5-8512-3e65ebfa88b1/Interns.png Musings - The Interns: AI in the Workplace - Make it stand out AI Interns as imagined by an AI intern (Source: ChatGPT) https://www.artificiallyhuman.com/musings/gathering-dust-why-hasnt-vr-taken-off monthly 0.5 2024-05-16 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/44953ef2-62a1-436f-ac50-979cdd3e8f3b/everest.png Musings - Gathering Dust: Why Hasn’t VR Taken Off? - Make it stand out Source: New York Times https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/3c116939-fa22-4389-9599-f7b78e218f35/countach.png Musings - Gathering Dust: Why Hasn’t VR Taken Off? - Make it stand out Lamborghini Countach poster designed by DALL-E https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/e74d4ff3-044f-40d7-96a7-2feb5a31e51b/LVMH+growth.jpeg Musings - Gathering Dust: Why Hasn’t VR Taken Off? - Make it stand out SOURCE: Quartr https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/bf2cf92c-c3cf-4341-9776-3e9c3744d44e/headset.png Musings - Gathering Dust: Why Hasn’t VR Taken Off? - Make it stand out VR headset designed by DALL-E https://www.artificiallyhuman.com/musings/paper-money-the-og-crypto monthly 0.5 2024-04-26 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/ac18bd14-afcc-47a4-a519-b97c0fae001d/colonials.png Musings - Paper Money: The OG Crypto - Make it stand out Left: Pennsylvania (1759) | Right: Maryland (1775) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/635468e2-c6b0-4a0d-b3e8-f460d5aff50c/treas+silver.png Musings - Paper Money: The OG Crypto - Make it stand out Left: Treasury Note (1890) | Right: “Educational Series” Silver Certificate (1896) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/e89ac568-4b9c-42f9-a5f4-7eee4900a135/1914.jpeg Musings - Paper Money: The OG Crypto - Make it stand out 1914 note that got me interested in paper money https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/34259d45-7f8c-4652-9ec3-772cdafa0555/nationals.png Musings - Paper Money: The OG Crypto - Make it stand out Left: First Charter Note (1965) | Right: Second Charter “Brownback” (1888) https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/c51698c5-9c95-4b0a-b4cd-75ecfe84509d/market+cap.png Musings - Paper Money: The OG Crypto - Make it stand out Source: https://www.slickcharts.com/currency https://www.artificiallyhuman.com/musings/ai-safety-alignment-isnt-enough monthly 0.5 2025-05-27 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/7a84552f-380d-45a5-869c-2a6aef6c866b/Screenshot+2023-12-15+at+7.15.00%E2%80%AFPM.png Musings - AI Safety: Alignment Is Not Enough - Make it stand out Source: What’s Our Problem? (Tim Urban) https://www.artificiallyhuman.com/musings/bridging-the-achievement-gap-with-ai monthly 0.5 2024-02-21 https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/a8d2d9a5-18fc-4535-8076-3585e26aa2d8/broadband.png Musings - Bridging the Achievement Gap with AI - Make it stand out Source: Pew Research Center https://images.squarespace-cdn.com/content/v1/639a90d181c56049c39034b5/2a675d1f-cfe4-4fe8-9794-c52d8972c367/plasticity.png Musings - Bridging the Achievement Gap with AI - Make it stand out Source: Levitt, P. 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