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AI leaders worry antitrust law could stand in the way of what they view as an increasingly urgent push to coordinate a slowdown in AI development.
Agentic Commerce: A Practical 2026 Guide Last updated: 2026-08-15 Version: 1.0 Next review: 2027-08-15 The rise of AI agents in commerce is real and accelerating. Today's autonomous buyers—whether they're AI assistants, automated trading bots, or intelligent procurement systems—don't just browse listings; they evaluate, compare, and purchase based on structured data, performance metrics, and predefined criteria. This isn't science fiction. It's happening now, and it's changing how we think a
You have a static page with a contact form. You want what people write in it to arrive in your inbox. You search, and half the answers say mailto:, the other half say "use a backend", and nobody tells you which details will bite you at 2am when a customer says they wrote and you never got it. Here is the whole picture: why HTML alone can't do this, the three options that actually work, and the failure modes each one has. A <form> element does exactly one thing: it takes the fields, encodes them,
Sometimes, being restless about small things is a good trait. It helps to dismantle a beautiful facade that hides broken machinery inside, and as such clears the ground for building something that does actual work. That's exactly what happened with my RL experiment, and this is my story about it. The setup: a known EGFR inhibitor (a molecule that blocks EGFR, a receptor whose overactivity drives several cancers), fifteen steps to improve it, a composite score combining predicted activity with dr
> Two frontier tiers moved in opposite directions this week: open-weight releases pushed parameter counts and context windows into territory only closed labs could claim a quarter ago, while OpenAI's GPT-6 announcement and a fourth Anthropic security disclosure reminded buyers that the closed labs still own the integration cost and the threat surface that comes with it. ## Open-weight models cross into frontier-tier territory DeepSeek released V4.1 Flash with a 1M context window and an FP4 KV
OpenAI appears to be signaling a possible Data agent for ChatGPT Work, a development that could eventually help companies turn connected business data into useful outputs and multi-step workflows. The important distinction is that OpenAI has not yet published customer-facing documentation describing a standalone ChatGPT Work feature by that name. For now, the stronger public story is ChatGPT Work’s broader agent platform and the direction it suggests for data-driven work. In OpenAI’s ChatGPT Wor
Ask Grok to summarise a web page — the single most ordinary thing you can do with an assistant that has web access — and, on the wrong page, it will quietly read your name, your rough location, your subscription tier and the contents of your current conversation, wrap them into a link, and hand them to a stranger’s server. You see none of it. You asked for a summary; you got one; the theft happened in the same breath. That is the finding, answer first, of security researchers at Adversa AI, who
MCP Python SDK extension method collisions are configuration defects, not runtime edge cases. If two extensions claim the same method—or one claims a core MCP method—the server should reject that setup before it accepts a request. I prefer making method ownership an executable contract so registration order can never decide which handler wins. The official MCP Python SDK extension documentation defines three useful safeguards: core methods cannot be registered as extension methods, duplicate ext
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