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NVIDIA SEEKS TO MAKE HUMANOID AI ROBOTS SAFER AROUND HUMANS

Nvidia has created a lab where robot makers and customers can run safety tests before going to regulators to receive the necessary certifications. Engineers at the lab can help with pre-inspection work and engineering tweaks as needed. Robot safety design is much more complicated than safety design for autonomous vehicles, which generally just involves avoiding contact with people and other objects. Robots need to be able to know what things they can or can't touch, move, or exert force on.

2026.06.23
links.tldrnewsletter.com3 min readTLDR

INSTAGRAM LOOKS TO TAKE ON STREAMING SERVICES WITH LONGER-FORM, EPISODIC, AND LIVE FORMATS FOR ITS TV APP

Instagram is experimenting with longer-form content, episodic series, and Live TV. It is testing a Series feature for Reels designed to make it easier to keep up with serialized content. Instagram's TV app is being rolled out to Samsung TVs. The app has received several new features, including channels, the ability to cast from a mobile device, and support for horizontal videos and stories.

2026.06.23
techcrunch.com2 min readTLDR

SPACEX IS LAUNCHING A SECRET SPACECRAFT THAT COULD CHANGE HOW THINGS ARE MADE IN SPACE

SpaceX's Starfall is a reentry capsule that is capable of returning up to 2,200 pounds of payload from orbit. Its disk-shaped geometry maximizes structural efficiency and payload volume relative to mass. Starfall is designed to be mass-produced and launched on either Falcon 9 or Starship. SpaceX plans to launch the first flight of Starfall today from Space Launch Complex 40.

2026.06.23
teslarati.com3 min readTLDR

HOW TO WIN A SPACE WAR

Wars are now being fought in space. Russia is jamming GPS satellite receivers across most of Eastern Europe, Iran has launched hundreds of ballistic missiles through outer space, and China has openly contemplated destroying Starlink satellites. This post takes a practical look at the ways, means, and ends that are necessary to win a space war.

2026.06.23
a16z.news73 min readTLDR

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REACH 7 MILLION ENGAGED TECH PROFESSIONALS

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2026.06.23
advertise.tldr.techSponsorTLDR

THE OPTIMAL AMOUNT OF SLOP IS NON-ZERO

Software requires different levels of verification depending on its use case. Casual software has limited distribution and loose quality constraints. Business software needs to work, or organizations suffer losses. Acute software is mission-critical and merits the highest levels of scrutiny. The amount of permissible AI-slop decreases as the risks of the software failing increase.

2026.06.23
slater.dev19 min readTLDR

YOU SHOULD USE AI FOR REVIEWING CODE ESPECIALLY WHEN THE DIFF IS HUGE

It's a mistake to use AI to nitpick a few lines of code here and there. LLMs now catch high-severity vulnerabilities, so individual line reviews aren't needed. A human code reviewer's role is now to transfer knowledge to the AI that it doesn't know. This workflow is best in places where each line of code isn't sacred.

2026.06.23
simianwords.bearblog.dev2 min readTLDR

BONUS, FULLY REMOTE)

We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [13].

2026.06.23
jobs.ashbyhq.comTLDR

GOOGLE INVESTING IN ‘BACKROOMS' STUDIO A24

Google is investing in A24, the independent movie studio that released the hit, 'Backrooms'. The investment is part of a new AI research partnership between the two companies aimed at creating new tools for movie production and distribution. The multiyear, nonexclusive deal will likely involve the studio's roster of artists, but it won't give Google access to A24's data. A24 is already developing an application for AI-generated storyboards.

2026.06.23
links.tldrnewsletter.com5 min readTLDR

AN AGENT CAPABILITY LIBRARY

An AI capability index lists the things agents can do, each with a short description of when to use it and a pointer to a doc that explains how.

2026.06.23
samihonkonen.com2 min readTLDR

Sponsored

MAP 200+ TEST CASES IN MINUTES — NOT WEEKS

QA Wolf's Mapping AI [5] explores your entire app and outlines the most complex workflows with zero human intervention. It plans its own approach, explores autonomously, and delivers a detailed map of how your product really works.

2026.06.22
qawolf.comSponsorTLDR

APPLE'S NEW CEO MUST REBUILD A DESIGN TEAM THAT LOST ITS WAY

Apple's industrial design organization used to be the heart and soul of the company. Today, the organization no longer has a true seat at Apple's executive table. It has become a place where other teams come to get what they need before promptly leaving. This article tells the story of the group's decline, its impact on the company, and Apple's plans to restore the design studio's prowess.

2026.06.22
links.tldrnewsletter.com17 min readTLDR

TESLA PLANS TO SELL MODULAR AI DATA CENTER HARDWARE CALLED ‘MEGAPOD'

Tesla has filed a trademark application for a product called 'Megapod'. The filing describes a complete, self-contained computing system for AI workloads. The product appears to be a turnkey AI data center building block that includes the full rack-and-room of servers, networking, power, and cooling. It would compete with Nvidia's already dominant platform.

2026.06.22
electrek.co6 min readTLDR

THE UNIVERSE JUST WANTS TO LEARN

DNA doesn't do anything by itself. The information only becomes something when an enzyme unzips the helix and copies a stretch into messenger RNA, after which its instructions are decoded to create chains of amino acids. Similarly, the weights of a neural network don't mean anything on their own. They only become meaningful during the forward pass, activated during inference. In both cases, a passive informational substrate is brought to life only by a process outside of it.

2026.06.22
dayafter.substack.com27 min readTLDR

FOUNDERS FUND'S OUTLIER BET ON HUMANELY KILLED FISH

Shinkei is a startup that makes a refrigerator-sized robot that scans fish with computer vision, identifies the species, locates the brain, then pierces the brain and severs the gills so the fish dies before it can thrash or suffocate. The system prevents the fish from experiencing a slow death, which floods the meat with stress hormones and lactic acid, dulling the flavor and shortening shelf life. The process delays decomposition long enough for the flesh to be safely aged for days or longer before it is served. The aging period gives top-tier sashimi its concentrated, umami-heavy flavor.

2026.06.22
techcrunch.com9 min readTLDR

WHEN IT'S THE MAINTAINER WHO'S AI-PILLED

A well-supervised agent can offer dramatic speedups when paired with someone who cares about software, cares about the craft, and has specific goals they want to achieve. They can be used to significantly speed up the PR process. Agents can turn open issues into prompts, generate solutions, edit the output to meet standards for mergeability, and then commit as soon as it's ready, all on their own. This means issues can be fixed just hours after being identified.

2026.06.22
octet-stream.net3 min readTLDR

DON'T RELY ON INSTRUCTIONS, USE AGENT HOOKS TO ENFORCE GUARDRAILS

Agent Hooks allow developers to interject themselves into an agent's workflow while they are doing work rather than after the work is done. They can stop agents from ignoring rules. This means agents can be used for deterministic checks that work 100% of the time. This article discusses how to create two agent hooks: one that ensures agents never use an 'input' tag directly, and another that ensures agents never claim work is done while tests are still failing.

2026.06.22
zarar.dev7 min readTLDR

BONUS, FULLY REMOTE)

We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more [15].

2026.06.22
jobs.ashbyhq.comTLDR

SECRETIVE WALL STREET POWERHOUSE JANE STREET SEIZES THE AI SPOTLIGHT

Jane Street is looking to hire more than 500 employees this year. The previously secretive firm is starting to edge more into the spotlight to catch the attention of AI startups and talent. It is aiming to become a major AI investor and supercharge its trading with the technology. Jane Street is eager to make new AI investments and deals for computing power.

2026.06.22
links.tldrnewsletter.com12 min readTLDR

THE FLAT CURVE SOCIETY

Anthropic claims that AI model intelligence has become dangerous. AI will continue to grow exponentially in capability, but most people will stop seeing progress. Only a few will have access to superintelligence above the classes of models seen this year. Open models are not likely to improve past Fable class due to huge compute requirements and government lockdowns.

2026.06.22
steve-yegge.medium.com18 min readTLDR

Sponsored

GUIDING AI WITH PROJECT-LEVEL RULES

AI agents generate 48% of code on average, yet 55% of leaders worry about losing shared understanding and 39% about shipping with confidence. Project-level rules help standardize AI-driven

2026.06.22
d2swt604.na1.hs-sales-engage.comSponsorTLDR

BIG TECH ENGINEERS NEED BIG EGOS

The most effective engineers are simultaneously high-ego in some situations and surprisingly low-ego in others.

2026.06.22
seangoedecke.com12 min readTLDR

ABOUT THOSE "HACKQUISITIONS"...

Google paid $2.7 billion to bring Noam Shazeer back to the company, just for him to leave for OpenAI in less than two years.

2026.06.22
spyglass.org8 min readTLDR

Sponsored

CLAUDE AGENTS GIVE SUPERPOWERS IN JIRA

Delegate tasks to Claude Agents anywhere in Jira! Claude Agents in Jira have full context to build accurately, all while staying visible and traceable within Jira. Learn more [24].

2026.06.22
fandf.coSponsorTLDR

LIGHTHOUSE AGENTIC BROWSING SCORING

The Lighthouse Agentic Browsing category evaluates how well sites are constructed for machine interaction through a set of deterministic audits.

2026.06.22
developer.chrome.com3 min readTLDR

Sponsored

AND DASHBOARDS.

Every finance task takes multiple steps. Check runway? Find the right report, cross-reference your burn, interpret the graph. Pay a contractor? Track down the invoice, navigate to transfers, fill in the details. Freeze a card? Dig through settings.

2026.06.19
mercury.comSponsorTLDR

TRY MERCURY COMMAND →

_*Mercury is a fintech company, not an FDIC-insured bank. Banking services provided through Choice Financial Group and Column N.A., Members FDIC._

2026.06.19
mercury.comTLDR

AI STARTUP MIDJOURNEY PIVOTS TO HEALTH WITH ULTRASOUND MACHINE

AI startup Midjourney has announced a hardware project in the personal health and medical sector. Its full-body ultrasound machine, the Midjourney Scanner, requires users to be partially submerged in water. The company plans to build a fleet of 50,000 scanners, with the first to debut in a 'Midjourney Spa' location in San Francisco. The scanners don't use any AI. Midjourney is currently working on four hardware and four software initiatives and plans to ship at least two of those hardware efforts in the near term.

2026.06.19
links.tldrnewsletter.com2 min readTLDR

AMAZON HOPES TO CHALLENGE NVIDIA MORE DIRECTLY BY SELLING ITS AI CHIPS

AWS is in talks to sell its Trainium AI chips to other companies for use in data centers. The company has so far resisted selling its chips as compute capacity for the current chips in its data centers is already sold out. Selling its chips to other companies may mean current customers will be left waiting, unless AWS has figured out how to manufacture more chips, which is unlikely.

2026.06.19
techcrunch.com2 min readTLDR

NASA PICKS ERIC SCHMIDT'S ROCKET COMPANY FOR MARS MISSION, SETTING UP A RACE WITH SPACEX

NASA has hired Relativity Space to build a spacecraft to house a suite of scientific instruments, launch it into space, and fly it to Mars. The Aeolus mission will contain four instruments to measure and image Mars from orbit. It will provide the space agency with its first daily global view of dust, winds, and temperatures in Mars' atmosphere. The data will make it safer for landers and astronauts to visit the surface of the planet. The mission is set to launch in 2028.

2026.06.19
techcrunch.com3 min readTLDR

HOW METER PRICING IS TESTING THE ECONOMICS OF AI

A growing number of tech firms have started introducing usage-based pricing options for AI services rather than charging a flat subscription fee. The shift to this pricing model may lead to more selective use of the technology. It has forced businesses to confront their spending on AI and take stock of the return on that investment.

2026.06.19
links.tldrnewsletter.com11 min readTLDR

Sponsored

AGENTS BREAKING ON REAL WEBSITES? SEE HOW BROWSERBASE RUNS 35M+ SESSIONS A MONTH

Sites block, change, and CAPTCHA your agent until it stalls. Browserbase puts a real browser behind it so it can log in, navigate, and act on any site. It's self-healing when pages change and scales to thousands of concurrent sessions. Used by 10K+ teams, including Ramp, Lovable, and Deepmind. Get an API key now [13] or talk to an engineer.

2026.06.19
browserbase.runSponsorTLDR

2026.06.19
browserbase.runTLDR

THE AGENT LOOP ARCHITECTURE

Durability is a property of the entire execution layer underneath a loop. Durable orchestration is fundamental to building an agent loop architecture. This article breaks down the agent loop architecture. It explains where loops commonly break, what happens when things break, how to build an agent that builds its own skills, and more.

2026.06.19
links.tldrnewsletter.com18 min readTLDR

CLEAR

Clear is a programming language where the specification and implementation are in the same file. There's no translation step or drift between docs and behavior as they are the same artifact. Clear is built for agents to read and execute while being readable by everyone on the team. It compiles to any target without any change in the spec.

2026.06.19
sahin.ioToolTLDR

INTEL SHARES SURGE AFTER TRUMP ANNOUNCES APPLE PARTNERSHIP

Intel shares jumped after President Donald Trump and Apple announced an agreement to work with the company to design and build chips in the US. Intel was underperforming for years until Lip-Bu Tan became CEO in March 2025. Trump initially raised concerns about Tan's potential close ties to China, but Tan's charm won him over. Intel has since received a lot of help from the Trump administration.

2026.06.19
links.tldrnewsletter.com3 min readTLDR