Welcome back! AI is moving incredibly fast this week. Google dropped TurboQuant to tackle the massive KV cache memory bottleneck, Anthropic’s secret “Mythos” model leaked with big capability claims, Claude received fresh agent upgrades, and we’re seeing movement across tools, agents, and regulation.
Frontier Models & Research
TurboQuant
Google introduced TurboQuant, a new compression technique that can reduce KV cache memory by up to 6× and deliver up to 8× faster attention computations — with virtually zero accuracy loss. This could be a meaningful step toward making long-context AI cheaper and more efficient..
Anthropic’s “Mythos” Model Leaked, Internal documents leaked online show Anthropic is testing “Mythos” — a new model internally described as a major “step change” in capabilities, along with serious cybersecurity concerns.
Agents & Product Updates
Claude Gets Major Agent Upgrades,Anthropic rolled out several updates to Claude this week, including “Computer Use” that lets the model control a computer to complete tasks, plus more autonomy for Claude Code.
Perplexity Launches Enterprise “Computer” AI Agent, Perplexity released the enterprise version of its Computer AI agent, capable of running complex multi-step workflows across tools like Slack, Salesforce, and Snowflake.
Tools & Developer Ecosystem
OpenAI is acquiring Astral, the team behind fast Python tools uv, Ruff, and ty. This move could bring high-performance developer tooling deeper into OpenAI’s AI coding stack.→ Input token count → Presence of tool calls → Multi-turn context depth
Mistral launched Voxtral TTS, an open-weight text-to-speech model supporting 9 languages that can run efficiently on phones or private servers.
Cohere open-sourced Transcribe, a lightweight 2B ASR model that hit state-of-the-art performance in English while supporting 14 enterprise languages.
Notable News
Visa Inc. has introduced the “Agentic Ready” program under Visa Intelligent Commerce to enable secure AI-driven payments. It allows AI agents to make transactions on behalf of users with built-in controls and authentication. This marks a shift from manual payments to autonomous commerce, while ensuring security through tokenization and spending limits.
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Until next time - Teja Derangula,
The gap between thinking and building has shrunk — take advantage.