TLDR 2026-01-23

As AI evolves at an unprecedented pace, measuring intelligence requires more than a few AI research labs alone – it requires the imagination and collective expertise of the global community. That's why Kaggle launched Community Benchmarks, a new way for anyone to build, design, run and share custom benchmarks for evaluating AI models at no cost.

Community Benchmarks enable you to build evaluations easily. With free access to state-of-the-art AI models (subject to quota), support for multimodal inputs/outputs, tool use, and an easy-to-use interface, you can start building right away!→ Learn more→ Watch the tutorial → Get started

Capital One Financial has agreed to buy Brex for $5.15 billion in cash and stock. Brex launched in 2017 to cater to startups that ran into difficulties getting corporate cards from traditional players. It is one of the youngest US startups to join the billion-dollar valuation club. Capital One expects to close the deal in the second quarter.

TikTok has formed a joint venture to keep its platform operating in the US. Adam Presser, who has worked at TikTok for almost four years and was previously a senior executive at Warner Bros., will be the CEO of TikTok USDS Joint Venture. TikTok CEO Shou Chew will be a director. The joint venture will operate under defined safeguards that protect national security.

Tesla Robotaxi riders in Austin, Texas, are now able to hail a Model Y Robotaxi without anyone in the vehicle. The company has removed the human Safety Monitors that have been present in its robotaxis since launch last June. The change has not rolled out to the entire fleet yet. Videos of riders experiencing the driverless service are available in the article.

Elon Musk says he expects Tesla to begin selling humanoid robots to the public by the end of 2027. Tesla's Optimus robots are already performing simple tasks in the company's factories. There are still profound technological challenges remaining for humanoid robots, including basic issues like hand function. Musk has warned that initial production for Optimus and the Cybercab will be agonizingly slow, but eventually will end up being insanely fast.

There is a lot of power in composing CLIs. With some creativity, it's possible for an individual to maintain CLIs instead of an MCP server. This post discusses how to expose SaaS functionality to agents without MCP. It provides examples of how to do so by giving an agent access to Google Docs and to Google Groups.

GitHub Copilot SDK allows developers to embed the same agentic core that powers GitHub Copilot CLI into any application. It provides programmatic access to the same production-tested execution loop, so developers don't have to manage context across turns, orchestrate tools and commands, route between models, integrate MCP servers, or think through permissions, safety boundaries, and failure modes. The SDK also provides support for multiple AI models, custom tool definitions, GitHub authentication, and real-time streaming. It is now available in technical preview.

Becca Selah joined Amazon in April of 2019, six months after becoming a mother. This post takes a look at her time at the company. It covers Amazon's levels, work/life balance, vacations, vesting, and more. Selah left a year and two days into her tenure with an unceremonious exit.

Netflix is facing increasing skepticism from Wall Street due to its intention to acquire Warner Bros. The decision is a stark departure from Netflix's build-not-buy philosophy. This article contains an interview with Netflix co-CEO Greg Peters where he discusses why engagement is an important metric and how live events play into that, the Warner Bros. acquisition, why Peters is convinced it is a home run, and the company's arguments as to why regulators should allow the acquisition. The interview is available as a podcast.

Microsoft's Windows, Teams, M365, and other divisions have been told to install Claude Code for internal testing alongside Copilot.

As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more.

Barret Zoph's firing from Mira Murati's Thinking Machines Lab has resulted in several employees leaving for OpenAI and other companies.

Apple's hardware chief John Ternus' role now includes design work, a role that has long been entrusted to a senior leader.

a16z's State of Markets slide deck shares what the firm sees in the private and public markets, what it thinks the state of AI looks like, and why today's winners are just built different.

Epic helped Google market Android, and in return, Google helped market Fortnite.

The job cuts are part of the company's broader goal of cutting about 10% of its corporate workforce.