Archive Every article 72 pieces across all 17 sections, newest first. Jump to a section, or open any piece. News Models Explainers Playbooks Tools Unit Economics AI made code abundant. Nobody scaled the part that checks it works. Aditya Marin Gasga Jul 15, 2026 · 5 min read Revenue Most lead scoring measures how interested the lead is. That is the wrong question. Aditya Marin Gasga Jul 7, 2026 · 4 min read Unit Economics Companies handed engineers unlimited AI, then the bills came. Now everyone's capping. Aditya Marin Gasga Jul 6, 2026 · 4 min read Unit Economics What Claude Code actually costs, and why the same tool runs $20 or $1,200 a month Aditya Marin Gasga Jul 6, 2026 · 5 min read Business Both AI labs quietly became consulting firms, and that tells you the model isn't the product Aditya Marin Gasga Jul 1, 2026 · 3 min read Policy A frontier model got pulled by export controls, because nobody had a better tool Aditya Marin Gasga Jul 1, 2026 · 4 min read HR & Work AI isn't coming for every job. It's quietly removing the first one. Aditya Marin Gasga Jun 26, 2026 · 4 min read Policy The web's basic bargain just broke, and most publishers haven't noticed Aditya Marin Gasga Jun 24, 2026 · 5 min read Healthcare AI cleared a thousand devices to read your scan. The one that changed medicine listens to the room. Aditya Marin Gasga Jun 24, 2026 · 4 min read News FERC just put the AI buildout's real bottleneck on a 60-day clock Aditya Marin Gasga Jun 23, 2026 · 4 min read Healthcare The government is building the FDA pathway for autonomous medical AI on purpose Aditya Marin Gasga Jun 23, 2026 · 4 min read Healthcare The NHS just bet half a million seats on AI saving 43 minutes a day Aditya Marin Gasga Jun 23, 2026 · 4 min read Manufacturing The humanoid robot is the magazine cover. The money is in the machine that never breaks down. Aditya Marin Gasga Jun 22, 2026 · 4 min read Explainers How RAG fails in production, and how to fix it Aditya Marin Gasga Jun 22, 2026 · 8 min read Explainers What is RAG, really? Aditya Marin Gasga Jun 22, 2026 · 8 min read Explainers What is a context window, really? Aditya Marin Gasga Jun 22, 2026 · 8 min read Unit Economics Agents can pay now. Your controls cannot. Aditya Marin Gasga Jun 20, 2026 · 5 min read Finance AI in finance isn't picking stocks. It's deleting the analyst's first five years. Aditya Marin Gasga Jun 19, 2026 · 4 min read Tools Stop comparing AI note-takers on accuracy. Two other things decide it. Adithya Sulaiman Jun 18, 2026 · 4 min read Playbooks The agent eval playbook: how to test an AI agent before you trust it Adithya Sulaiman Jun 18, 2026 · 6 min read Tools Agent frameworks compared: LangGraph vs CrewAI vs OpenAI Agents SDK Aditya Marin Gasga Jun 17, 2026 · 6 min read Legal Lawyers have cited more than 1,400 fake AI cases in court. The fix tells you where AI belongs. Aditya Marin Gasga Jun 17, 2026 · 4 min read Unit Economics When the CFO asks what one AI agent costs, the vendor invoice is the wrong number Nishtha Gupta Jun 16, 2026 · 4 min read Explainers Agent ROI: why fewer than 25% of AI agent pilots reach production Nishtha Gupta Jun 16, 2026 · 6 min read Retail & Food Amazon killed cashierless checkout in supermarkets and rolled it out to 360 other stores. Both calls were right. Aditya Marin Gasga Jun 15, 2026 · 4 min read HR & Work Deploy an AI hiring tool without creating legal exposure. Here is the sequence. Adithya Sulaiman Jun 15, 2026 · 4 min read Finance The AI finance pitch sells you autonomous forecasting. Automate it last. Nishtha Gupta Jun 15, 2026 · 4 min read Healthcare An AI tool can be FDA-cleared, clinically useful, and still never reach a patient. The barrier is who pays. Aditya Marin Gasga Jun 15, 2026 · 4 min read News The government is using ChatGPT to hunt $100 billion in Medicaid waste. The tool's known weakness is the catch. Aditya Marin Gasga Jun 15, 2026 · 4 min read Business Big Tech will spend about $700 billion on AI in 2026. Two thirds of it ages out in five years. Aditya Marin Gasga Jun 15, 2026 · 4 min read Opinion Every AI roadmap now has a political-risk line. Most teams haven't priced it. Aditya Marin Gasga Jun 15, 2026 · 4 min read Manufacturing Trained inspectors miss up to a third of defects. That's why factories are handing quality control to cameras. Aditya Marin Gasga Jun 15, 2026 · 4 min read Policy The AI preemption fight is loud. The rules that bind builders are already written. Aditya Marin Gasga Jun 15, 2026 · 4 min read Policy Training an AI on copyrighted work can be legal. Using a pirated copy to do it cost Anthropic $1.5 billion. Aditya Marin Gasga Jun 15, 2026 · 4 min read News If you use AI to screen or fire, your compliance map just fractured by state. Here's what you own. Nishtha Gupta Jun 14, 2026 · 4 min read Playbooks Deploy your first support-triage agent, with a human still in the loop Adithya Sulaiman Jun 14, 2026 · 5 min read News Washington told states to stand down on AI. Six months later, they are writing the rulebook anyway. Aditya Marin Gasga Jun 14, 2026 · 4 min read News If you built on Fable 5, it vanished in an afternoon. Here is the fallback and the lesson. Nishtha Gupta Jun 14, 2026 · 3 min read News Anthropic is obeying the order and fighting it at once. The precedent is the real stake. Aditya Marin Gasga Jun 14, 2026 · 4 min read News A VPN will not bring Fable 5 back. The restriction is about who you are, not where you are. Adithya Sulaiman Jun 14, 2026 · 3 min read News The US government forced Anthropic to pull Fable 5 and Mythos 5. It is the first takedown of its kind. Aditya Marin Gasga Jun 14, 2026 · 3 min read News OpenAI on Oracle: a procurement win that doubles your lock-in Aditya Marin Gasga Jun 13, 2026 · 4 min read Compute The constraint on AI compute moved from the chip to the power plant Aditya Marin Gasga Jun 13, 2026 · 6 min read Models Gemini 3.5 Flash goes GA: what $1.50/$9 per million actually buys Aditya Marin Gasga Jun 13, 2026 · 6 min read News SpaceX's record IPO just put a frontier AI lab on the public market Aditya Marin Gasga Jun 12, 2026 · 4 min read Explainers What is agentic AI? A no-hype guide to what's actually shipping in 2026 Aditya Marin Gasga Jun 12, 2026 · 6 min read Revenue AI cold email in 2026: the playbook that survives the spam filter Nishtha Gupta Jun 3, 2026 · 5 min read Revenue AI SDR tools, honestly compared, and when you don't need one Adithya Sulaiman Jun 3, 2026 · 6 min read Revenue Best AI lead generation tools, honestly compared (2026) Adithya Sulaiman Jun 3, 2026 · 5 min read Revenue Clay vs Apollo vs ZoomInfo: which data layer for which team Adithya Sulaiman Jun 3, 2026 · 5 min read Revenue The honest AI sales stack: the 5-6 tools most GTM teams actually need Nishtha Gupta Jun 3, 2026 · 5 min read Revenue What is an SDR? The sales development role, and how AI is reshaping it Adithya Sulaiman Jun 3, 2026 · 5 min read Revenue What is conversation intelligence? A plain-English guide for revenue teams Adithya Sulaiman Jun 3, 2026 · 5 min read Tools 5 vector databases, benchmarked: which one to actually ship Aditya Marin Gasga May 31, 2026 · 6 min read News Anthropic ships Sonnet 4.7 with native code execution Aditya Marin Gasga May 30, 2026 · 5 min read Models We left half the models off our pricing chart. Here's the fix. Aditya Marin Gasga May 30, 2026 · 7 min read Unit Economics Your stated cache hit rate is probably lying to you Aditya Marin Gasga May 30, 2026 · 8 min read Explainers What is an embedding, really? Aditya Marin Gasga May 30, 2026 · 9 min read Explainers MCP, explained: the protocol quietly wiring AI into everything Aditya Marin Gasga May 30, 2026 · 4 min read Playbooks The 5-minute prompt-cache audit your team will actually run Aditya Marin Gasga May 30, 2026 · 7 min read Tools 7 AI agents worth testing in 2026 Aditya Marin Gasga May 30, 2026 · 8 min read Tools The AI coding assistants actually worth using Aditya Marin Gasga May 30, 2026 · 5 min read Legal How to use AI to review a contract before you sign it Adithya Sulaiman May 30, 2026 · 5 min read Models Gemini 3.5 and Google's pivot from answers to action Aditya Marin Gasga May 28, 2026 · 4 min read Models Grok 4.3: xAI's bet on cheap and fast over best Aditya Marin Gasga May 28, 2026 · 4 min read Models Your Opus 4.8 cache misses are self-inflicted Aditya Marin Gasga May 28, 2026 · 7 min read Business OpenAI's trillion-dollar IPO, explained Aditya Marin Gasga May 28, 2026 · 4 min read News GPT launches agent mode for everyone: here's what you can actually do with it Aditya Marin Gasga May 26, 2026 · 4 min read Tools The 7 AI writing tools worth using in 2026, compared Aditya Marin Gasga May 25, 2026 · 4 min read Unit Economics Why Opus 4.8 changes the cost-per-token math Aditya Marin Gasga May 21, 2026 · 5 min read Explainers What is an LLM, really? Aditya Marin Gasga May 14, 2026 · 7 min read Playbooks Use Claude to cut your writing time by 70% Aditya Marin Gasga May 7, 2026 · 4 min read
Unit Economics AI made code abundant. Nobody scaled the part that checks it works. Aditya Marin Gasga Jul 15, 2026 · 5 min read
Revenue Most lead scoring measures how interested the lead is. That is the wrong question. Aditya Marin Gasga Jul 7, 2026 · 4 min read
Unit Economics Companies handed engineers unlimited AI, then the bills came. Now everyone's capping. Aditya Marin Gasga Jul 6, 2026 · 4 min read
Unit Economics What Claude Code actually costs, and why the same tool runs $20 or $1,200 a month Aditya Marin Gasga Jul 6, 2026 · 5 min read
Business Both AI labs quietly became consulting firms, and that tells you the model isn't the product Aditya Marin Gasga Jul 1, 2026 · 3 min read
Policy A frontier model got pulled by export controls, because nobody had a better tool Aditya Marin Gasga Jul 1, 2026 · 4 min read
HR & Work AI isn't coming for every job. It's quietly removing the first one. Aditya Marin Gasga Jun 26, 2026 · 4 min read
Policy The web's basic bargain just broke, and most publishers haven't noticed Aditya Marin Gasga Jun 24, 2026 · 5 min read
Healthcare AI cleared a thousand devices to read your scan. The one that changed medicine listens to the room. Aditya Marin Gasga Jun 24, 2026 · 4 min read
News FERC just put the AI buildout's real bottleneck on a 60-day clock Aditya Marin Gasga Jun 23, 2026 · 4 min read
Healthcare The government is building the FDA pathway for autonomous medical AI on purpose Aditya Marin Gasga Jun 23, 2026 · 4 min read
Healthcare The NHS just bet half a million seats on AI saving 43 minutes a day Aditya Marin Gasga Jun 23, 2026 · 4 min read
Manufacturing The humanoid robot is the magazine cover. The money is in the machine that never breaks down. Aditya Marin Gasga Jun 22, 2026 · 4 min read
Explainers How RAG fails in production, and how to fix it Aditya Marin Gasga Jun 22, 2026 · 8 min read
Unit Economics Agents can pay now. Your controls cannot. Aditya Marin Gasga Jun 20, 2026 · 5 min read
Finance AI in finance isn't picking stocks. It's deleting the analyst's first five years. Aditya Marin Gasga Jun 19, 2026 · 4 min read
Tools Stop comparing AI note-takers on accuracy. Two other things decide it. Adithya Sulaiman Jun 18, 2026 · 4 min read
Playbooks The agent eval playbook: how to test an AI agent before you trust it Adithya Sulaiman Jun 18, 2026 · 6 min read
Tools Agent frameworks compared: LangGraph vs CrewAI vs OpenAI Agents SDK Aditya Marin Gasga Jun 17, 2026 · 6 min read
Legal Lawyers have cited more than 1,400 fake AI cases in court. The fix tells you where AI belongs. Aditya Marin Gasga Jun 17, 2026 · 4 min read
Unit Economics When the CFO asks what one AI agent costs, the vendor invoice is the wrong number Nishtha Gupta Jun 16, 2026 · 4 min read
Explainers Agent ROI: why fewer than 25% of AI agent pilots reach production Nishtha Gupta Jun 16, 2026 · 6 min read
Retail & Food Amazon killed cashierless checkout in supermarkets and rolled it out to 360 other stores. Both calls were right. Aditya Marin Gasga Jun 15, 2026 · 4 min read
HR & Work Deploy an AI hiring tool without creating legal exposure. Here is the sequence. Adithya Sulaiman Jun 15, 2026 · 4 min read
Finance The AI finance pitch sells you autonomous forecasting. Automate it last. Nishtha Gupta Jun 15, 2026 · 4 min read
Healthcare An AI tool can be FDA-cleared, clinically useful, and still never reach a patient. The barrier is who pays. Aditya Marin Gasga Jun 15, 2026 · 4 min read
News The government is using ChatGPT to hunt $100 billion in Medicaid waste. The tool's known weakness is the catch. Aditya Marin Gasga Jun 15, 2026 · 4 min read
Business Big Tech will spend about $700 billion on AI in 2026. Two thirds of it ages out in five years. Aditya Marin Gasga Jun 15, 2026 · 4 min read
Opinion Every AI roadmap now has a political-risk line. Most teams haven't priced it. Aditya Marin Gasga Jun 15, 2026 · 4 min read
Manufacturing Trained inspectors miss up to a third of defects. That's why factories are handing quality control to cameras. Aditya Marin Gasga Jun 15, 2026 · 4 min read
Policy The AI preemption fight is loud. The rules that bind builders are already written. Aditya Marin Gasga Jun 15, 2026 · 4 min read
Policy Training an AI on copyrighted work can be legal. Using a pirated copy to do it cost Anthropic $1.5 billion. Aditya Marin Gasga Jun 15, 2026 · 4 min read
News If you use AI to screen or fire, your compliance map just fractured by state. Here's what you own. Nishtha Gupta Jun 14, 2026 · 4 min read
Playbooks Deploy your first support-triage agent, with a human still in the loop Adithya Sulaiman Jun 14, 2026 · 5 min read
News Washington told states to stand down on AI. Six months later, they are writing the rulebook anyway. Aditya Marin Gasga Jun 14, 2026 · 4 min read
News If you built on Fable 5, it vanished in an afternoon. Here is the fallback and the lesson. Nishtha Gupta Jun 14, 2026 · 3 min read
News Anthropic is obeying the order and fighting it at once. The precedent is the real stake. Aditya Marin Gasga Jun 14, 2026 · 4 min read
News A VPN will not bring Fable 5 back. The restriction is about who you are, not where you are. Adithya Sulaiman Jun 14, 2026 · 3 min read
News The US government forced Anthropic to pull Fable 5 and Mythos 5. It is the first takedown of its kind. Aditya Marin Gasga Jun 14, 2026 · 3 min read
News OpenAI on Oracle: a procurement win that doubles your lock-in Aditya Marin Gasga Jun 13, 2026 · 4 min read
Compute The constraint on AI compute moved from the chip to the power plant Aditya Marin Gasga Jun 13, 2026 · 6 min read
Models Gemini 3.5 Flash goes GA: what $1.50/$9 per million actually buys Aditya Marin Gasga Jun 13, 2026 · 6 min read
News SpaceX's record IPO just put a frontier AI lab on the public market Aditya Marin Gasga Jun 12, 2026 · 4 min read
Explainers What is agentic AI? A no-hype guide to what's actually shipping in 2026 Aditya Marin Gasga Jun 12, 2026 · 6 min read
Revenue AI cold email in 2026: the playbook that survives the spam filter Nishtha Gupta Jun 3, 2026 · 5 min read
Revenue AI SDR tools, honestly compared, and when you don't need one Adithya Sulaiman Jun 3, 2026 · 6 min read
Revenue Best AI lead generation tools, honestly compared (2026) Adithya Sulaiman Jun 3, 2026 · 5 min read
Revenue Clay vs Apollo vs ZoomInfo: which data layer for which team Adithya Sulaiman Jun 3, 2026 · 5 min read
Revenue The honest AI sales stack: the 5-6 tools most GTM teams actually need Nishtha Gupta Jun 3, 2026 · 5 min read
Revenue What is an SDR? The sales development role, and how AI is reshaping it Adithya Sulaiman Jun 3, 2026 · 5 min read
Revenue What is conversation intelligence? A plain-English guide for revenue teams Adithya Sulaiman Jun 3, 2026 · 5 min read
Tools 5 vector databases, benchmarked: which one to actually ship Aditya Marin Gasga May 31, 2026 · 6 min read
News Anthropic ships Sonnet 4.7 with native code execution Aditya Marin Gasga May 30, 2026 · 5 min read
Models We left half the models off our pricing chart. Here's the fix. Aditya Marin Gasga May 30, 2026 · 7 min read
Unit Economics Your stated cache hit rate is probably lying to you Aditya Marin Gasga May 30, 2026 · 8 min read
Explainers MCP, explained: the protocol quietly wiring AI into everything Aditya Marin Gasga May 30, 2026 · 4 min read
Playbooks The 5-minute prompt-cache audit your team will actually run Aditya Marin Gasga May 30, 2026 · 7 min read
Legal How to use AI to review a contract before you sign it Adithya Sulaiman May 30, 2026 · 5 min read
Models Gemini 3.5 and Google's pivot from answers to action Aditya Marin Gasga May 28, 2026 · 4 min read
News GPT launches agent mode for everyone: here's what you can actually do with it Aditya Marin Gasga May 26, 2026 · 4 min read
Tools The 7 AI writing tools worth using in 2026, compared Aditya Marin Gasga May 25, 2026 · 4 min read
Unit Economics Why Opus 4.8 changes the cost-per-token math Aditya Marin Gasga May 21, 2026 · 5 min read