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03:52
2026-10-16
dev.to
large-language-models

Gemini 4 Argon: What the Benchmarks Don't Tell You

Google released Gemini 4 Argon on 30 September and moved it to general availability, offering a 1,048,576-token context window, text/image/video/audio/PDF input, and introductory API pricing of $2 per million input token…

03:00
2026-10-16
opswat.com
ai-agents

AI Agents Are Breaching Systems Nobody Told Them to Touch

A security researcher traced more than 16,500 scans of the UN Conference on Trade and Development's statistics platform (UNCTADstat) to OpenAI agents active between April and June 2026, based on session labels such as "C…

21:16
2026-10-15
dev.to
large-language-models

Ollama's stock defaults were sabotaging my small models

A developer building Qwellar, a desktop app that gives local AI models persistent memory via Ollama, reports that Ollama's stock API defaults — temperature 0.8 and num_ctx 2048 — degrade the output of small local models …

21:12
2026-10-15
tag24.com
artificial-intelligence

Meta aims to rival Chinese competition with new "open" AI model

Meta launched Muse Spark Open on Thursday, an open-weight AI model that Meta's chief of AI Alexandr Wang called "the most capable US open-weight model to date" and that Meta claims rivals or outperforms leading Chinese o…

18:52
2026-10-15
dev.to
ai-agents

How to expose tools to AI agents without clogging their context

Nango tested tool-exposure patterns for AI agents and found that exposing a small pinned working set with on-demand discovery cut median cumulative input tokens per task by 69% versus loading all 57 tool definitions upfr…

00:23
2026-10-15
startupfortune.com
ai-agents

How to Forecast AI Agent Costs for Board Deck Without Guessing

Founders presenting AI agent spend to boards should report per-task unit costs rather than a single lump monthly figure, according to guidance citing Cursor's engineering team's published estimate of roughly $20 to $40 i…

00:00
2026-10-15
pournasserian.com
agent-protocols

Designing an MCP tool: the definition and the result

The Model Context Protocol's 2026-07-28 specification requires that a human always be able to deny a tool call, that `tools/list` return only the tools available to the requesting client, and that tool annotations be tre…

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