This site is no longer simply an extension of my CV. It’s an evolving body of work. A place where tools are built, ideas are stress-tested, and curiosity is treated as a serious discipline. If you’re here to learn, question, calculate, or sanity-check something important (or something oddly specific), you’re probably in the right place. If you have any questions, or would like to discuss further, please contact me here.
Latest Posts
September 17, 2026
Did GPT-6 Astra Really Spend $5,000 on Unauthorized Seedance Videos? What the Evidence Shows
Sherafgan Khan
Sirio Berati says GPT-6 Astra turned a 59-video Seedance job into roughly 500 generations, ran up more than $5,000 in charges, and then gave him…
September 17, 2026
The U.S. Has Rare Earths. So Why Does It Still Depend on China for Magnets?
Sherafgan Khan
The United States has major rare-earth resources, a large mine at Mountain Pass and a growing domestic magnet industry. Yet China still dominates the stages…
September 17, 2026
Why Are People Mad at Macklemore? What He Said About Palestine—and Why It Became an Antisemitism Fight
Katrina Vide
Macklemore’s removal from Ed Sheeran’s tour has been reduced to a fight over two words: “Free Palestine.” The actual controversy is more complicated, involving Columbia…
September 17, 2026
Why Is Pirate Ship Cheaper Than USPS? The Real Reason the Same Package Can Cost Less
Tom Goodheart
Pirate Ship isn’t a mail carrier and it hasn’t found a USPS loophole. It is a shipping platform that can access USPS pricing ordinary counter…
September 17, 2026
Israel, Stagwell and “Radical Jihadism”: Did Israel Use Fear of Muslims to Rebuild Support?
Elle Dayan
Israel hired Western communications firms to help repair its image during the Gaza war. Leaked Stagwell research found fear of “radical Islam” and “Jihadism” was…
September 17, 2026
Why Was Hashim Thaçi Convicted of War Crimes—and Why Do Many Kosovars Still See Him as a Hero?
Sherafgan Khan
Former Kosovo President Hashim Thaçi has been convicted of war crimes and sentenced to 25 years in prison. The verdict does not mean the KLA…
September 17, 2026
What Caused the Baby Boom? It Wasn’t Just Soldiers Coming Home
Elle Dayan
The Baby Boom was not simply millions of soldiers coming home after World War II. New research suggests easier mortgages alone produced millions of additional…
September 17, 2026
Can You Legally Film and Post ICE Agents? What NSPM-7 and Federal Doxxing Law Actually Say
Katrina Vide
Recording an ICE agent in public is not the same thing as “doxxing” them under federal law. NSPM-7 has expanded the federal government’s focus on…
September 17, 2026
What Does It Mean to Treat a Witness as Hostile?
Sherafgan Khan
A hostile witness is not necessarily angry or threatening. The term primarily changes how a lawyer may question a witness they called to testify.
September 16, 2026
Do Glaze and Nightshade Actually Work? How Artists Fight AI Training and Style Mimicry
Sherafgan Khan
Glaze and Nightshade give artists an unusual defense against unwanted AI training: change the artwork in ways machines notice more than humans do. The underlying…
September 16, 2026
Are U.S. Supply Shortages Coming? What $6 Diesel, Canada Tariffs and the Saudi Pipeline Shutdown Actually Mean
Sherafgan Khan
Americans are being warned to stock up because of Canadian tariffs, $6 diesel, a Saudi pipeline shutdown, Yemen and an alleged trucker strike. Some of…
September 16, 2026
Did OpenAI Solve Navier–Stokes? The Bigger Story Is How Humans May Be Teaching AI to Solve Problems
Sherafgan Khan
OpenAI’s apparent Navier–Stokes breakthrough involved roughly 10,000 AI agents and 2.7 million messages. A dispute over researchers’ private AI interactions raises a larger question: when…