Monitoring LLM behavior: Drift, retries, and refusal patterns
The stochastic challengeTraditional software is predictable: Input A plus function B always equals output C. This determinism allows engineers to...
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How AI models use real-time cryptocurrency data to interpret market behaviour
AI systems are increasingly built around data that does not really pause. Financial markets are an obvious example, where inputs...
Google DeepMind Introduces Vision Banana: An Instruction-Tuned Image Generator That Beats SAM 3 on Segmentation and Depth Anything V3 on Metric Depth Estimation
For years, the computer vision community has operated on two separate tracks: generative models (which produce images) and discriminative models...
CVSS scored these two Palo Alto CVEs as manageable. Chained, they gave attackers root access to 13,000 devices.
During Operation Lunar Peek in November 2024, attackers gained unauthenticated remote admin access — and eventual root — across more...
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Why AI agents need interaction infrastructure
To stop automation waste, enterprises must deploy interaction infrastructure that physically governs how independent AI agents operate.AI agents now populate...
Google DeepMind Introduces Decoupled DiLoCo: An Asynchronous Training Architecture Achieving 88% Goodput Under High Hardware Failure Rates
Training frontier AI models is, at its core, a coordination problem. Thousands of chips must communicate with each other continuously,...
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OpenAI's GPT-5.5 is here, and it's no potato: narrowly beats Anthropic's Claude Mythos Preview on Terminal-Bench 2.0
After months of rumors and reports that OpenAI was developing a new, more powerful AI large language model for use...
Reversing enterprise security costs with AI vulnerability discovery
Automated AI vulnerability discovery is reversing the enterprise security costs that traditionally favour attackers.Bringing exploits to zero was once viewed...
Alibaba Qwen Team Releases Qwen3.6-27B: A Dense Open-Weight Model Outperforming 397B MoE on Agentic Coding Benchmarks
Alibaba’s Qwen Team has released Qwen3.6-27B, the first dense open-weight model in the Qwen3.6 family — and arguably the most...
Google’s new Deep Research and Deep Research Max agents can search the web and your private data
Google on Monday unveiled the most significant upgrade to its autonomous research agent capabilities since the product's debut, launching two...
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Snowflake expands its technical and mainstream AI platforms
Cortex Code is designed for software development teams in the enterprise, an area in which AI algorithms can prove successful...
A Coding Implementation on Qwen 3.6-35B-A3B Covering Multimodal Inference, Thinking Control, Tool Calling, MoE Routing, RAG, and Session Persistence
class QwenChat: def __init__(self, model, processor, system=None, tools=None): self.model, self.processor = model, processor self.tokenizer = processor.tokenizer self.history: list = if...
Bobyard 2.0 offers improved takeoffs and unified AI for estimators
AI platform, Bobyard, has unveiled Bobyard 2.0, its latest platform update delivering accelerated takeoff workflows and a unified AI workbench,...
OpenAI Scales Trusted Access for Cyber Defense With GPT-5.4-Cyber: a Fine-Tuned Model Built for Verified Security Defenders
Cybersecurity has always had a dual-use problem: the same technical knowledge that helps defenders find vulnerabilities can also help attackers...
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Most enterprises can't stop stage-three AI agent threats, VentureBeat survey finds
A rogue AI agent at Meta passed every identity check and still exposed sensitive data to unauthorized employees in March....
