AI News Archive
AI News, analysis, and agent-era reporting.
The complete AI Made archive for agents, automation, models, infrastructure, AI business, safety, and the systems changing technology.
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Claude Prompt Caching Cost: Your Break-Even Worksheet
Calculate Claude prompt caching cost with a dated worksheet. Compare writes, reads and retention, then include misses, new input and output in your bill.
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LLM API pricing: I compared 198 listings in 9 families
Original LLM API pricing research: 198 OpenRouter listings, nine model families and three token mixes, with charts, limits and a full CSV. Get the…
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EU AI Act enforcement fines 2026: what is confirmed?
EU AI Act enforcement fines 2026: verify cases, separate penalty ceilings from decisions, and check updated deadlines. Audit your compliance evidence now.
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IBM Heron quantum computing breakthrough 2026: tested
IBM Heron quantum computing breakthrough 2026: examine the 49-qubit result, classical caveats and Nighthawk metrics. Build your own team evaluation plan.
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AI hardware startup funding 2026 billion: the count
AI hardware startup funding 2026 billion is not a $50 billion total. The June file says about $10.7 billion. Read the count before quoting…
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tech layoffs 2026 100000 workers: what the count is
tech layoffs 2026 100000 workers is three counts, not one. Layoffs.fyi shows 130,519. Challenger counts 155,126. Read why Crunchbase still stops at 94,046.
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Gartner strategic technology trends 2026: what holds
Gartner strategic technology trends 2026 is a CIO list, not a build order. Fund a TEE, a provenance mark, and narrow agents. The other…
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2026 humanoid robot Tesla Optimus Figure 02 Unitree
humanoid robot Tesla Optimus Figure 02 Unitree is not a peer set. The H1 has a datasheet and a $90,000 list. Figure 02 is…
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Cerebras IPO AI chip NVIDIA comparison: the Q2 math
Cerebras IPO AI chip NVIDIA comparison: Q2 GAAP revenue was $180.1 million. NVIDIA’s quarter was $96.2 billion. Wafer leads on SRAM bandwidth, not profit.
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AI Fine-Tuning Guide 2026: When You Need It, or Not
AI fine-tuning guide 2026 when you need it: OpenAI ends new jobs on January 6, 2027. Run this test before you pay for a…
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AI Glossary 2026 Terms Explained: The 50 That Matter
AI glossary 2026 terms explained: 50 definitions that still change a deploy decision, from tokens and RAG to agents, MCP, and evals. Not a…
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AI Coding Tools Comparison: 27 Official Bench Runs
Original research: I recomputed 27 official coding-agent runs into a cost-per-fix table. Read the full methodology behind this AI coding tools comparison.
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ChatGPT vs Claude vs Gemini vs DeepSeek: The 2026 Comparison
ChatGPT vs Claude vs Gemini vs DeepSeek in 2026 — compared on writing, coding, research, cost, privacy, and speed. The only comparison guide you…
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AI Readiness Assessment: The Honest 7-Pillar Score for 2026
Most companies are not ready for AI deployment — not because of technology, but because of process, data, and culture. Seven-pillar readiness model, 35-question…
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Open Source AI vs Closed AI in 2026: The Honest Trade-offs
Llama, Mistral, DeepSeek on one side. GPT, Claude, Gemini on the other. Here is the real comparison of privacy, cost, capability, and ease of…
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AI Agents Explained: The Architecture Behind the Hype
AI agents in 2026 are a model, a tool list, a loop, a memory system, and a planning step. Here is the architecture, the…
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Prompt Engineering Isn’t Dead in 2026: Why It Still Pays
Everyone said AI agents would make prompting obsolete. They were wrong. Here’s why prompt engineering still pays in 2026 — and what actually changed.
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The 2026 AI Pricing Guide: What Every AI Tool Actually Costs
ChatGPT Plus vs Claude Pro vs Gemini AI Pro vs Cursor vs Copilot vs Perplexity vs Grok — the complete and honest pricing breakdown…
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RLHF: The Plain-English Guide to How AI Models Learn
RLHF (Reinforcement Learning from Human Feedback) is the technique that turned GPT, Claude, and Gemini from text predictors into assistants. Here is the plain-English…
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AI Safety 2026: Decisions at New Delhi, Brussels, and Évian
The 2026 AI safety year produced three real decisions: the New Delhi Declaration (92 countries), EU AI Act GPAI enforcement (live Aug 2), and…
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The AI Jobs Report: What Stanford Data Says About Hiring in 2026
Stanford HAI’s 2026 AI Index plus a revised Brynjolfsson paper show who is getting paid in AI, who is getting hired, and who is…
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Meta Won the Entertainment AI War Twice in 2026
In 2026, Meta won the entertainment AI war twice, and almost nobody noticed. The wins came five months apart, in two different categories, on…
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AI Audio Generation Hit the Mainstream in April 2026 — Here Is What Changed
ElevenLabs, Hume, and new entrants made AI audio indistinguishable from human voices in April 2026. Here is what that means for podcasters, creators, and…
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Claude Code vs Cursor vs Copilot: The Honest 2026 AI Coding Showdown
Three major AI coding tools, three very different philosophies. Here is the honest breakdown of where Claude Code, Cursor, and GitHub Copilot each win,…
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Deep Research Tools Are Now Free. Here Is How That Changes Everything.
OpenAI, Google, and Perplexity made deep research tools free in April 2026. Here is what that means for analysts, journalists, and anyone who relies…
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GPT-5.5 Thinking Effort: What Actually Changed in April 2026
GPT-5.5 launched April 23, 2026 with a redesigned ChatGPT model picker on April 28 that puts the new thinking effort controls in the message…
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Google Willow Quantum Chip: Encryption & AI Security in 2026
Google Willow quantum chip just moved the post-quantum cryptography timeline. Here is what it means for AI security, encryption, and HNDL threats in 2026.
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Local AI Models in 2026: When Your Hardware Beats Cloud
Local AI models in 2026 run real workloads on consumer GPUs and Apple Silicon. Get the honest decision framework for when local beats a…
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The AI Saturation Problem: Why Everything Has an AI Version
AI saturation is real: 8,000 vendors compete for $218B spend, with top five capturing 61%. Stanford HAI 2026 data reveals what works and what…
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AI and Copyright in 2026: Who Owns AI-Generated Content?
Courts globally are ruling on AI copyright cases. No clear answers yet — but the picture is forming. Here is what creators and developers…