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Introducing Gemini 3.5 Flash Cyber

Google DeepMind Blog · deepmind.google · July 17, 2026

Google introduces Gemini 3.5 Flash Cyber, a lightweight cybersecurity model to find and patch vulnerabilities.

Read on Google DeepMind Blog → Opens the original article in a new tab.

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#large language models Open access Oct 2026

LLMs Leak Training Data Beyond Verbatim Memorization: Extraction via Membership Decoding

The Membership Decoding method is a plug-and-play replacement for standard decoding that requires only black-box token probabilities, and a new token-level membership inference method is proposed by leveraging likelihood from reference models, shifting the generation from the original token distribution to the member token distribution.

Zitai Chen, Reza Shokri · 0 citations

A Multiagent Large Language Model–Based System for Early-Stage Building Layout Planning

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#artificial intelligence Preprint Aug 2026

Beyond the Transcript: Detecting Covert Co ordination in Latent Multi-Agent Communication

Verifiable Latent Alignments (VLA), an activation-aware framework for monitoring and steering these private communication channels, is introduced and shows that the evaluated private channel attacks can be monitored without training the primary monitor on attack examples and mitigated when matched counterfactual access is available.

Ramneet Kaur, Pradyumna Chari, Ramesh Raskar et al. · 0 citations
#artificial intelligence Review Open access Nov 2026

A comparative review of modern large language model paradigms: GPT-4, BERT, Gemini, and DeepSeek

Comparison of GPT-4, BERT (bidirectional encoder representations from transformers), Gemini, and DeepSeek large language models (LLM), focusing on architectures, training methodologies, and real-world applications reveals GPT-4 excels in natural language generation and complex reasoning, supporting up to 128K tokens with moderate latency and higher costs making it effective for conversational artificial intelligence (AI).

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