Poolside emerges from 18 months of silence with its open-source AI model Laguna, which rivals top American and Chinese competitors despite being a fraction of their size, while the startup also holds an unreported stake in Fluidstack now worth roughly $860 million following the neocloud's $830 million raise.
Google launches three lightweight Gemini AI models and a new security agent called CodeMender designed to fix code vulnerabilities in products like Chrome and Android, even as its flagship Gemini 3.5 Pro faces delays due to performance issues and struggles to match rivals Anthropic and OpenAI in coding capabilities.
Google launches Gemini 3.6 Flash with 17% better token efficiency and lower API costs, while simultaneously unveiling a restricted cybersecurity AI model for governments and trusted partners, and confirming that next-generation Gemini 4 pre-training is already underway.
Cisco unveils Antares, a series of small language models built specifically for cybersecurity vulnerability detection that match GPT-4.5 performance while running at 172 times lower cost, offering organizations a faster, more affordable defense against growing AI-driven cyber threats.
Ramp cuts AI costs by over 25% using a real-time LLM routing system powered by Thompson Sampling and adaptive algorithms that intelligently shift traffic between models based on live latency, failure rates, and cost — with an additional 30% savings achieved on its largest streaming workload.
A researcher burns through his entire Claude Max token limit in just 30 minutes after launching 111 AI agents, then redesigns his pipeline by assigning cheaper models to basic tasks, reserving frontier models for planning only, and enforcing strict verification rules — cutting agent usage by 45% and extending research …
CircleCI launches Chunk sidecars, a revolutionary tool that catches code failures in seconds before they reach CI, running lightweight validations averaging just 27 seconds and operating up to 30x more efficiently than full pipeline runs while also autonomously repairing broken builds and stabilizing flaky tests.
MoonshotAI launches Kimi Code CLI, an open-source terminal-based AI coding agent that reads and edits code, runs shell commands, and fetches web pages — featuring single-binary installation, video input support, parallel subagents, and ACP editor integration with Zed and JetBrains, already earning over 4,100 GitHub stars.
A new open-source C++17 port of ByteDance's Depth Anything 3 model runs up to 1.31x faster than PyTorch on CPU, uses half the memory, loads 6.7x faster, and requires no Python, PyTorch, or CUDA — delivering monocular depth estimation and 3D point cloud export from a single image in a …
OpenAI launches a 'Useful Intelligence per Dollar' framework, offering businesses a four-dimension scorecard to measure AI value beyond token costs, debuting alongside GPT-5.6, which sets a new coding benchmark record while using 54% fewer output tokens than competing models.