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A new analysis argues that most so-called AI agents are actually workflows, and paying agent prices for them wastes money. The key difference is who decides the steps: workflows follow a predetermined script, while agent…
Sen. Marsha Blackburn is negotiating with the White House on a bill package that would trade child safety and deepfake protections for preemption over state AI laws. The Fable incident has spurred Congress and the G7 to …
A developer argues that successful AI adoption in software engineering depends on context engineering rather than code generation speed. Without sufficient engineering context, AI tools produce plausible but inconsistent…
SEO professionals can turn their workflows into AI-powered tools using platforms like GPTs, Gems, and Claude Projects, packaging their expertise and business context into reusable assistants. This approach overcomes gene…
Google Cloud's Open Knowledge Format (OKF) proposes a simple yet powerful approach to enterprise knowledge management by combining markdown content with structured metadata. The format aims to make organizational knowled…
A developer revived a shelved poker game project after discovering Claude Code, an AI coding tool that runs locally. Managing the project with text files and design docs, the developer built a system called FlowGate to h…
A developer built a custom AI assistant to gain control over workflow, data privacy, and tool integration, using GPT-4o as the primary model with Claude as a fallback. The project was motivated by the limitations of off-…
The Pentagon disclosed in a federal court filing that Elon Musk's Grok chatbot helped strike 2,000 targets in Iran within 96 hours, using the claim to defend xAI against a Clean Air Act lawsuit over a polluting power pla…
The chatbot interface is dying as users realize large language models suffer from context rot, lack memory and truth sense, and are fundamentally limited by their statistical nature, making the chat box a primitive inter…
AI is blurring the line between paid and organic search visibility as Google's Gemini system powers ad campaigns, search experiences, and brand visibility across its ecosystem. Brands must now influence the same AI syste…
Paul Klein, founder of Browserbase, presented on automating the web with the Model Context Protocol (MCP) at a conference, detailing how his company provides browsing infrastructure for AI agents, handling distributed sy…
A developer suggests that beginners looking for their first app idea should look within groups they already belong to, where they can identify specific problems and friction points. The developer shares their own experie…
AWS WAF launched an AI traffic monetization capability that lets content owners charge AI bots for access to web content at the network edge. The feature enables per-request pricing by content path or bot category, with …
CrowdStrike, Swimlane, Prophet Security, Dropzone, and Radiant have shipped agentic SOC platforms that autonomously triage alerts, but security operators must implement strict controls to prevent attackers from exploitin…
The KV cache, a memory store for attention keys and values, grows linearly with context length and can exceed model weights in VRAM usage, causing out-of-memory errors for local LLM users. At 32k context, a 7B model's ca…
The open web as a decentralized space for search, browsing, and publishing is being replaced by centralized AI chat interfaces, according to a 48-year-old technology veteran who has witnessed computing evolve from floppy…
A developer explores the complexity of running a "Hello, World!" program on a heterogeneous system where a host processor launches code on a different target architecture, such as a DSP or AI accelerator. The process inv…
The hybrid era demands moving beyond binary thinking to combine tradition and progress, human judgment and AI, for sustainable success. Human abilities like trust and nuanced judgment become more valuable as AI accelerat…
SEO Week 2026 concluded on Day 4 with a focus on the future of search, examining how AI agents and answer engines are reshaping brand visibility and consumer interactions. Speakers presented research on 38 million data p…
Rust's type system, ownership model, and compiler checks are proving highly effective for validating AI-generated code, according to engineering team Dioko. The language's strict boundaries and explicit contracts help pr…