This Week in Tech 123

What we explore this week:

1. Disney transforms Fortnite into their gaming platform while Meta chases nostalgia VR
2. AI takes on code security, documentation, and dubious trading claims
3. Boston Dynamics Atlas finally looks ready for real work, not just demos
4. Amazon weaponizes its logistics empire and Coinbase cuts deep in crypto winter
5. The race to build livable space stations heats up

Anthropic launched Claude Security in public beta for enterprise customers, automatically scanning codebases for vulnerabilities and suggesting fixes. The announcement positions this as more than another AI coding feature. It's Anthropic making a serious play for enterprise development teams by embedding AI directly into the development pipeline, not just offering it as a side assistant. The tool validates findings to cut false positives and provides patches developers can review and approve, suggesting AI is moving from helpful suggestions to critical infrastructure in software development.

Google launched CodeWiki, which turns any GitHub repo into interactive guides with diagrams and walkthroughs. @BrooksWhaleX calls it potentially the biggest upgrade GitHub has seen in years. Anyone who has tried understanding massive codebases through README files knows documentation is usually terrible. The state of developer documentation remains a persistent problem across the industry. If CodeWiki can automatically generate useful, interactive documentation, it could finally make code readable for humans again, dramatically reducing onboarding time for new developers.

A new LLM called SubQ promises 52x faster processing than FlashAttention with a 12 million token context window using sub-quadratic sparse-attention architecture. @alex_whedon's announcement claims it's the first frontier model with this combination of speed and context length. If real, this could dramatically reduce computational costs that have been limiting AI deployment at scale. FlashAttention research and sparse attention mechanisms show this is theoretically possible, but the big question is whether these benchmark claims hold up in real-world applications beyond controlled testing environments.

Andrew Pignanelli launched Cofounder 2, which claims to orchestrate AI agents across engineering, sales, marketing, ops, and design. He positions it as infrastructure for the "one person billion dollar company," where you become CEO of an AI workforce. It's the latest pitch for replacing human teams with digital agents, though whether one person can actually run a billion dollar company remains highly questionable. Multi-agent AI systems in enterprise are gaining traction, but the gap between demo and deployment often reveals expensive digital chaos rather than seamless automation.

ChatGPT is a superpower if you know how to use it correctly.

Discover how HubSpot's guide to AI can elevate both your productivity and creativity to get more things done.

Learn to automate tasks, enhance decision-making, and foster innovation with the power of AI.

Download the free guide.

Marc Andreessen shared his personal AI prompt: "You are a world class expert in all domains. Your intellectual firepower, scope of knowledge, incisive thought process, and level of erudition are on par with the smartest people in the world." This matters because it shows how top VCs actually use AI: not for hype, but as intellectual amplifiers. The prompt essentially programs GPT to think like a comprehensive expert, demanding the kind of analysis that busy decision-makers need but rarely have time to generate themselves. Andreessen's views on AI in venture capital suggest this represents genuine productivity enhancement rather than novelty adoption.

Meta launched Teenage Mutant Ninja Turtles: Empire City for Quest headsets, continuing their bet that 90s nostalgia will finally get people using VR regularly. The official Meta Quest account promises a world where defeating Shredder might create bigger nightmares. It's the same licensed IP playbook Meta has run for years, hoping recognizable franchises translate to sticky VR experiences that justify the hardware investment. Their content strategy clearly prioritizes familiar brands over original experiences, suggesting VR still needs training wheels from established entertainment properties.

Disney just launched three Star Wars games inside Fortnite: Galactic Siege, Droid Tycoon, and Escape Vader. But this goes deeper than licensed content. @DrewDisneyDude reports that Disney is essentially using Epic's creation tools as their de facto game publishing platform instead of building expensive standalone games. This leverages their $1.5 billion partnership to rapidly deploy branded experiences, turning Fortnite into the Netflix of gaming content. Expect more major studios to follow this playbook rather than gambling on traditional game development.

The sequel to 2023's massive hit will let players explore iconic locations like Diagon Alley and Privet Drive, moving beyond the school-only setting. @CultureCave_ reports the game targets early 2027, perfectly timed with HBO's upcoming Harry Potter series reboot. Warner Bros is clearly orchestrating a multi-platform wizarding world renaissance, building on the original's status as 2023's best-selling game. This expanded world approach could set the template for how major entertainment franchises leverage gaming alongside traditional media.

Valve's Steam Controller sold out within 30 minutes of launch, according to @Dexerto. This rapid sellout suggests serious pent-up demand for alternatives to traditional controllers, especially devices that bridge keyboard/mouse precision with controller comfort. The original Steam Controller was ahead of its time, and its resurrection coincides with Steam Deck's success driving broader controller ecosystem demand. The takeaway: PC gamers remain hungry for input innovation, not just more powerful hardware.

Unity launched an AI assistant in open beta designed specifically for game developers, letting them use built-in tools or connect preferred AI services. The company believes AI has the most impact when it helps creators move faster while staying in control of the creative process. Game development is notoriously complex and time-consuming, so if AI can genuinely accelerate workflows without getting in developers' way, it could help smaller studios compete with big publishers. The transformation of game development workflows through AI tools represents a potential leveling of the playing field in an industry dominated by massive budgets.

Boston Dynamics unveiled the latest electric Atlas humanoid robot with specs that scream production-ready rather than research demo. @TheHumanoidHub reports it features 56 degrees of freedom, 360-degree joint rotation, weatherproofing to IP67 standards, and operates in temperatures from -20°C to 40°C. At 6.2 feet tall and 198 pounds, it uses only two types of actuators, suggesting manufacturing efficiency. Most importantly for industrial applications, the robot can swap its own batteries for continuous operation and carry 66 pounds sustainably.

This represents Boston Dynamics' pivot from impressive YouTube videos to legitimate industrial utility. The electric redesign addresses practical deployment needs that hydraulic systems couldn't meet. The engineering behind the new Atlas shows the company finally building robots for messy real environments rather than controlled labs. Self-swappable batteries and sustained payload capacity cross the threshold from demonstration technology to actual workhorse potential in manufacturing and logistics.

Meta acquired Assured Robot Intelligence in what @roboticomarket calls one of the fastest talent deals in humanoid AI. The acquisition brings robotics researchers Lerrel Pinto and Xiaolong Wang into Meta Superintelligence Labs, with expertise in whole-body humanoid control and adaptation. Meta isn't just building VR headsets anymore: they're making a play for physical AI that can control robots in real environments.

Pinto's work at NYU and Wang's research at UC San Diego focus on the intelligence layer that could make humanoid robots actually functional rather than just mobile. This signals Meta believes the future of AI extends far beyond digital interfaces into physical manipulation and navigation.

While everyone debates humanoid robots, Hyundai quietly built MobED, a robot that can actually navigate the real world reliably on both flat and rough terrain. @spaceandtech_ explains it uses AI, cameras, and LiDAR to understand surroundings, avoid obstacles, and handle delivery, construction, and research tasks. Hyundai's MobED platform prioritizes practical mobility over human-like appearance.

This approach could prove more immediately valuable than humanoid designs. The robot's versatile autonomous mobility addresses real deployment challenges where ground isn't perfectly flat and environments aren't controlled. Rather than replacing humans, MobED targets going places humans can't or shouldn't go, from construction sites to research missions in dangerous terrain. The combination of AI navigation and self-balancing technology represents a pragmatic path to useful robotics deployment.

Amazon launched Supply Chain by Amazon, opening their entire logistics network to outside businesses of all sizes. The company announced access to freight, distribution, fulfillment, and parcel shipping capabilities that they've built into one of Earth's most reliable supply chains. This weaponizes their massive logistics advantage by positioning Amazon as the infrastructure layer for all e-commerce. The move targets logistics giants while potentially making every business dependent on Amazon's network, a chess move that could make them indispensable even to competitors.

Coinbase CEO Brian Armstrong announced a 14% workforce reduction in a company-wide email. Another crypto company is learning that bear markets separate survivors from tourists. The layoffs signal the exchange is prioritizing efficiency over growth-at-all-costs, which might actually position them better for the next bull run. Stock dropped following the announcement, but the question isn't whether crypto will bounce back, but which companies will still be standing when it does.

We are on the precipice of realistic impact being realized across AI, robotics and gaming faster than most people expect. Boston Dynamics Atlas can finally swap its own batteries and carry meaningful loads. Hyundai's MobED navigates real terrain instead of polished lab floors. Even Disney's Fortnite strategy represents moving from expensive standalone game bets to proven platform deployment. The companies winning aren't necessarily those with the flashiest announcements, but those solving the mundane problems that make technology actually work in messy reality.

The AI landscape shows similar maturation. While crypto scammers weaponize company names and entrepreneurs promise one-person billion-dollar companies, the real progress happens in focused applications: Claude scanning code for vulnerabilities, Google making documentation actually useful, Unity helping developers move faster. Marc Andreessen's prompt reveals how serious users actually deploy AI: not as magical problem-solvers, but as amplifiers for human expertise and judgment.

Perhaps most intriguingly, we're seeing the infrastructure layer emerge across industries. Amazon opens its logistics network. Disney uses Fortnite's creation tools. Meta acquires robotics talent while building the intelligence layer for physical AI. The winners aren't just building products; they're building platforms that others depend on. In a world where everyone talks about disruption, the real power might belong to those who become indispensable infrastructure.

The future arrives not with a bang but with battery swaps, better documentation, and supply chain APIs. Sometimes the most important breakthroughs are the ones that finally make everything else actually work.

For its first CTV campaign, Jennifer Aniston’s DTC haircare brand LolaVie had a few non-negotiables. The campaign had to be simple. It had to demonstrate measurable impact. And it had to be full-funnel.

LolaVie used Roku Ads Manager to test and optimize creatives — reaching millions of potential customers at all stages of their purchase journeys. Roku Ads Manager helped the brand convey LolaVie’s playful voice while helping drive omnichannel sales across both ecommerce and retail touchpoints.

The campaign included an Action Ad overlay that let viewers shop directly from their TVs by clicking OK on their Roku remote. This guided them to the website to buy LolaVie products.

Discover how Roku Ads Manager helped LolaVie drive big sales and customer growth with self-serve TV ads.

The DTC beauty category is crowded. To break through, Jennifer Aniston’s brand LolaVie, worked with Roku Ads Manager to easily set up, test, and optimize CTV ad creatives. The campaign helped drive a big lift in sales and customer growth, helping LolaVie break through in the crowded beauty category.

Learn more.

GTM Atlas is a free resource every operator should read. Curated by Attio, the AI CRM, and written by GTM leaders from Lovable, Granola, and Vercel, you'll get:

Mapped by operators. Curated by Attio.

Explore Atlas now