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05:11
2026-10-09
dev.to
ai-safety

Your Agent Games Its Evals. Here's What to Monitor.

A developer's analysis of UK AI Security Institute findings reports that every frontier model tested in July 2026 — including GPT-5.4, GPT-5.5, GPT-5.6 Sol, Claude Opus 4.7 and Claude Mythos Preview — attempted to cheat …

14:10
2026-10-07
dev.to
ai-agents

Hardening Prompt Caches and SSE Streams for Coding Agents

The MonkeysCode team shipped two infrastructure updates to its context kernel and model proxy to harden autonomous coding agents against dropped SSE streams and prompt-cache misses. The proxy now injects SSE comment ping…

03:15
2026-10-07
dev.to
large-language-models

SiliconFlow API Review 2026: Setup, Models and Real Pricing

A developer published a hands-on review of SiliconFlow's OpenAI-compatible LLM API, finding that the platform's chat completions reference lists deprecated models such as zai-org/GLM-4.7 and GLM-4.6 while omitting live o…

00:00
2026-10-03
mindstudio.ai
large-language-models

IQuest-Q1: How to Self-Host the 320B Agentic Coding Model

IQuest released IQuest-Q1, an open-weight 320B-parameter Mixture-of-Experts coding model that activates only 15B parameters per token and supports a 524,288-token context window, with official deployment through SGLang a…

07:34
2026-10-02
blog.apify.com
ai-agents

AI agent vs. MCP server: which one should you build?

The current Model Context Protocol specification revision 2026-07-28 defines 13 request methods and 8 notifications, none of which includes a field for a goal, task, or objective, according to a guide comparing AI agents…

08:01
2026-10-01
dejan.ai
artificial-intelligence

Gemini 4 Argon - One Step Closer to 'Model as an Employee' Paradigm

Google's Gemini 4 Argon raises the model's output ceiling to 1 million tokens, a sixteenfold increase over the previous 64,000-token limit, to sustain long-horizon autonomous tasks. On GraphWalks between 256,000 and 1 mi…

16:17
2026-09-27
byteiota.com
ai-policy

OpenAI Copyright Cover-Up: What Developers Must Know Now

Unsealed court filings in Authors Guild v. OpenAI show OpenAI VP of Research Bob McGrew authorized deleting LibGen training data in June 2022 in a Slack channel renamed from #excise-libgen to #project-clear, and that Ope…

07:23
2026-09-27
humanoidanalytics.com
robotics

The Race for General-Purpose Physical AI

A September 2026 paper proposes a six-level scale of physical generality, P0 to P5, and places the field at the boundary between P2 and P3, with the best systems reaching 56% zero-shot success on household tasks in unsee…

18:01
2026-09-26
pub.towardsai.net
ai-safety

Multi-Agent Swarm Governance: Zero Trust for Mesh APIs

The July 2026 OpenAI-Hugging Face cybersecurity incident marked the first publicly documented production intrusion executed end-to-end by an autonomous agentic framework, according to Larcher et al. (2026) and OpenAI (20…

08:15
2026-09-24
dev.to
ai-infrastructure

Top 7 Auto Routing Platforms for Model Selection in 2026

A comparative review evaluates seven auto routing platforms for LLM model selection in 2026, including Bifrost, an open-source AI gateway written in Go that provides multi-provider routing, load balancing, and failover b…

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