What Is RAG? How It Stops AI Hallucinations
RAG lets an LLM retrieve external documents before answering, grounding its response in real sources rather than guesswork. Read more »
Generative AI
Anthropic First Profit: $559M on $10.9B Q2, SpaceX Discount
Anthropic’s first profitable quarter rides on a SpaceX compute discount that ends in June. Q3 profitability is unlikely per the company’s own investor framing. Read more »
$3.48 DeepSeek V4: 93.5% Coding Beats Claude Opus 7x Cheaper
DeepSeek V4 preview launched on April 24, 2026, with V4-Pro output priced at $3.48 per million tokens — roughly 7x cheaper than Claude Opus 4.6’s $25. The model posts 93.5% on LiveCodeBench and a Codeforces rating of 3,206, edging past both Claude and GPT-5.4 on coding while using just 10% of V3.2’s KV cache at 1M-token context. That same week, Tencent and Alibaba opened discussions to invest at a $20 billion-plus valuation, the first outside capital in DeepSeek’s history. Read more »
ChatGPT Images 2.0 Lands with 99% Text and 2K Output
Ninety-nine percent text accuracy. That’s the number that tore through the last line designers counted on. OpenAI unveiled ChatGPT Images 2.0 in a livestream on April 21, 2026, and in a single prompt the model now handles the UI screenshots, infographics, manga, and slide decks human designers used to own. Read more »
4-Month Triple to $30B ARR: Anthropic Revenue Tops OpenAI
$30 billion. Four months ago, that number belonged to OpenAI alone. On April 7, 2026, Anthropic revenue on an annualized run-rate basis (ARR, a standard SaaS gauge that multiplies monthly revenue by twelve) crossed $30B — and the company became the first AI startup to pass the chief rival that dominated the sector for three straight years. Read more »
AI Hacking: 1,088 Prompts Breached 9 Government Agencies
One thousand and eighty-eight prompts. Five thousand three hundred and seventeen AI-executed commands. This AI hacking campaign extracted 150 gigabytes of government data from nine agencies across Mexico — executed by a single operator wielding nothing more than two commercially available AI coding tools. Read more »
OpenAI Axed Sora and Bet It All on GPT-5.5 ‘Spud’
One billion dollars. That was the price tag on OpenAI’s licensing deal with Disney. In April 2026, OpenAI walked away from it — all for a model codenamed GPT-5.5 ‘Spud.’ Read more »
$11B Robot Brain Hits 100% on Tasks It Never Learned
One hundred percent. That was the success rate when Physical Intelligence’s latest robot brain attempted tasks it had never been trained on — zero relevant data, zero prior demonstrations on the target hardware. Read more »
Novo Nordisk × OpenAI: AI Drug Discovery Arms Race Begins
Drug discovery just entered a new era. On April 14, 2026, Danish pharmaceutical giant Novo Nordisk — the maker of Ozempic and Wegovy — announced a sweeping partnership with OpenAI to embed artificial intelligence agents across its entire operational chain. From genomic data analysis to supply chain optimization, every stage of how a drug is found, made, and delivered is now on the table. Read more »
AI Agent vs Chatbot vs LLM: The 2026 Complete Guide
“What’s the difference between an AI agent and a chatbot?” It is now the most common question in product meetings across the enterprise stack. Add LLM to the mix and the confusion doubles. Read more »