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17:41
2026-07-21
spectrum.ieee.org
artificial-intelligence

Why AI Needs a “Genie Coefficient”

A new metric called the Genie coefficient is proposed to measure the gap between what users ask an AI to do and the unspoken assumptions about how they want it done, addressing the fundamental problem of underspecified i…

17:20
2026-07-21
skypilot.ai
ai-infrastructure

SkyPilot Is Out of Stealth

SkyPilot, a control plane that unifies fragmented AI compute into a single pool, emerged from stealth today. The open-source platform, which began as a PhD project at Berkeley, now manages over 10,000 GPUs across hundred…

16:36
2026-07-21
thedeepview.com
artificial-intelligence

Google's lighter Gemini models reveal AI’s new race

Google launched Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber on Tuesday, offering lighter models with lower cost and latency for developers building AI agents. Gemini 3.6 Flash uses up to 17% fewer output tokens…

16:00
2026-07-21
siliconangle.com
ai-tools

Speakeasy service tracks enterprise-wide AI agent spending

Speakeasy Development Inc. today introduced an AI Cost Control service that gives companies a consolidated view of spending across coding agents and other AI tools, addressing a growing financial management problem as en…

15:49
2026-07-21
dev.to
large-language-models

9 Best Open-Source LLMs in 2026 (Compared)

A ranking of the nine best open-weight large language models in 2026 finds Kimi K3 from Moonshot AI tied with Claude Opus 4.8 on the Artificial Analysis Intelligence Index, though its weights are not yet released. Other …

15:12
2026-07-21
developers.googleblog.com
artificial-intelligence

Scaling Agentic RL: High-Throughput Agentic Training with Tunix

Google's Tunix post-training library introduces a high-throughput framework for agentic reinforcement learning that keeps TPUs fully utilized during multi-turn training. Tunix uses an asynchronous trajectory collector en…

15:04
2026-07-21
github.blog
large-language-models

Gemini 3.6 Flash is now available in GitHub Copilot

Google's Gemini 3.6 Flash model is now rolling out in GitHub Copilot, offering improved task-completion rates and token efficiency over Gemini 3.5 Flash for coding and agentic workflows. The model, billed at provider lis…

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