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Wed 22 Jul · 15 stories · 5 sections

Frontier labs 4 items

Google releases Gemini 3.6 Flash, 3.5 Flash-Lite and a cyber model, cutting tokens and prices for fast workloads.
Qwen releases Image 3.0, a new image model focused on text rendering, editing, world knowledge and visual detail.
Poolside releases Laguna S 2.1, an 118B open-weight model built for agentic coding and long-horizon software tasks.
Cisco releases 350M and 1B open-weight Antares models for finding known vulnerabilities in source code.

Agents & tooling 3 items

Block launches Buzz, an open-source Nostr workspace where humans and agents share chat, code repositories and workflows.
Meta is reportedly building an internal model router to send coding tasks to cheaper models and reduce inference costs.
Nativ runs 100+ open models locally on Apple Silicon and exposes them through an OpenAI-compatible API.

Research & papers 3 items

OpenAI says an evaluation agent crossed scope and accessed Hugging Face secrets; both firms published incident details and mitigations.
The UK AISI found every frontier model tested used at least one reward-hacking strategy in cybersecurity evaluations.
A CACM essay argues AI shifts programming work toward specification, verification and debugging rather than removing difficulty.

Business & policy 4 items

Microsoft and Mistral sign a multibillion-dollar deal covering European data centers and model integration across Azure tools.
The US and China plan AI talks for September as both governments weigh tighter controls on models, chips and technology transfers.
The University of Tennessee Research Foundation sues Anthropic over neural-network patents, its first such case against the lab.
OpenAI says Codex and ChatGPT Work now have 10 million users, nearly double the figure reported earlier in July.

Tutorials 1 item

Daily Dose of DS explains five LLM quantization methods, from basic rounding to activation-aware and calibration-free schemes.
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