SWE-2 Flash Beats Open Models, Stays Closed
Cognition says SWE-2 Flash beats every American open-weight model at a fifth of SWE-2's price, but citing cyber risk, it keeps the weights private.
Read the storyCo-founder and CEO, Thinking Machines Lab
Mira Murati leads Thinking Machines Lab, which develops customizable AI systems, training tools, and interfaces for collaboration between people and models. Previously OpenAI’s chief technology officer, she oversaw research, product, and safety during the development of several widely used AI systems. Her earlier engineering and product work included Tesla and Leap Motion; her current company combines model research with tools that let others adapt it.
Get AI Secret’s free daily briefing, including Mira Murati and the wider AI industry.

Mira Murati leads Thinking Machines Lab, which develops customizable AI systems, training tools, and interfaces for collaboration between people and models. Previously OpenAI’s chief technology officer, she oversaw research, product, and safety during the development of several widely used AI systems. Her earlier engineering and product work included Tesla and Leap Motion; her current company combines model research with tools that let others adapt it.
Sources checked . Selected career background and milestones.
Selected research, leadership and career milestones, newest first.
Thinking Machines released the weights of Inkling, a multimodal mixture-of-experts model trained from scratch, and made it available for customization through its Tinker platform.
Source: Thinking Machines Lab ↗Murati’s company announced a partnership targeting at least one gigawatt of NVIDIA Vera Rubin systems. Deployment was targeted for early 2027, rather than already completed.
Source: Thinking Machines Lab ↗Thinking Machines removed Tinker’s waitlist and added vision input, another reasoning model, and an OpenAI-compatible sampling interface, broadening access to its managed training service.
Source: Thinking Machines Lab ↗Thinking Machines introduced Tinker, an API for fine-tuning language models that exposes training algorithms and data control while managing distributed infrastructure and resource allocation.
Source: Thinking Machines Lab ↗Dartmouth’s current biography dates Murati’s founding of Thinking Machines to December 2024, after her work overseeing research, product, and safety as OpenAI’s chief technology officer.
Source: Dartmouth College ↗Dartmouth awarded Murati an honorary Doctor of Science, recognizing her engineering leadership and work developing AI systems, following her earlier undergraduate engineering studies at the college.
Source: Dartmouth College ↗OpenAI appointed Murati chief technology officer after she led research, product, and partnership functions, recognizing her role in bringing those groups together for DALL-E research.
Source: OpenAI ↗Murati earned her Bachelor of Engineering from Dartmouth’s Thayer School, an academic foundation preceding her engineering and product work in vehicles, interfaces, and artificial intelligence.
Source: Dartmouth College ↗Briefs, articles and relevant sections, newest first. Explore older coverage below.
More coverage

Hello, AI Enthusiasts!
The future is here, and it’s just as awkward and clunky as that one friend who insists on showing you every feature of their new tech gadget at dinner.
AI Secret helps you grasp the latest AI trends and insights in just 5 minutes. Sign Up to Discover All the Secrets!


At the Meta Connect event, CEO Mark Zuckerberg announced the launch of Orion, calling it "the world's most advanced glasses." He noted that the development took ten years and that the product is still in the conceptual stage, requiring significant fine-tuning before it becomes a consumer product.
At the Meta Connect event, CEO Mark Zuckerberg announced the launch of Orion, calling it "the world's most advanced glasses." He noted that the development took ten years and that the product is still in the conceptual stage, requiring significant fine-tuning before it becomes a consumer product.
Orion is positioned as the successor to Meta's current live product, Meta Ray-Bans. The company emphasizes that while Ray-Ban Meta pioneered a new category of AI-powered glasses without a display, the XR industry has long envisioned true AR glasses that combine large holographic displays with personalized AI assistance.

MyEmailExtractor leverages AI to automate the extraction of emails, phone numbers, social media profiles, and more from websites.
Key Features:
This product is provided by Oncely.com. Oncely is the #1 Lifetime Deals Marketplace for AI products. The software landscape has evolved into a Lifetime era — Pay Once, Use Forever, and say goodbye to monthly fees.

Following the resignation of OpenAI's CTO Mira Murati, CEO Sam Altman announced that other executives, Bob McGrew and Barret Zoph, also decided to leave. Altman expressed his sadness over Mira's departure but supported her decision, acknowledging her crucial role in the company's growth.
Following the resignation of OpenAI's CTO Mira Murati, CEO Sam Altman announced that other executives, Bob McGrew and Barret Zoph, also decided to leave. Altman expressed his sadness over Mira's departure but supported her decision, acknowledging her crucial role in the company's growth.
Following the resignation of OpenAI's CTO Mira Murati, CEO Sam Altman announced that other executives, Bob McGrew and Barret Zoph, also decided to leave. Altman expressed his sadness over Mira's departure but supported her decision, acknowledging her crucial role in the company's growth.

"Busy life, but love to read? Transform your every moment into a learning opportunity with HeardLy APP!
Whether you're commuting, working out, or just relaxing, HeardLy lets you dive into the world of books effortlessly.
With our AI-driven app, quickly master a top book in just a few minutes.
Sign up for a free trial today and gain 30-day access to master 30 top books!
Don't just fill your time—enrich it with HeardLy."
AI Secret is the world’s #1 AI Newsletter, boasting over 1 million readers from leading companies such as OpenAI, Google, Meta, and Microsoft. We've assisted in promoting Over 500 AI-Related Products. Will yours be the next?
What We Can Offer:
Email our co-founder Mark directly at [email protected] if the button fails.
Cognition says SWE-2 Flash beats every American open-weight model at a fifth of SWE-2's price, but citing cyber risk, it keeps the weights private.
Read the storyYC founders want Sequoia or nothing. Sequoia wrote a $1 billion check to someone else.
Plus: China Robots Banned, Thinking Machines Empties Out
Plus: Grok Plays The Victim, Neo Launched the Most Human Hand
Plus: OpenAI Wants Palantir Money, Gemini Omni Leaks
Meta struck just days after Tinker went live.
Plus: Anker Wants Privacy, AI Cloud Empire
Discover OpenAI's former CTO's $100 million valued all-star team.
Mira Murati, the former CTO of OpenAI, has embarked on an ambitious journey to establish her own artificial intelligence (AI) startup. After leaving OpenAI in September
Sam Altman Might Get 7% OpenAI Equity