Tecnologia do Blogger.
RSS

Anthropic sues Pentagon ⚖️, Siri delays Apple products 🖥️, Claude Code Review 👨‍💻

Anthropic has filed two lawsuits against the Department of War to change the Pentagon's decision to label it a 'supply chain risk' ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ 

TLDR

Together With WorkOS

TLDR 2026-03-10

How to Test AI Agents That Never Produce the Same Output Twice (Sponsor)

Same input. Same prompt. Different output. That's the reality of testing AI agents that write code, and most teams are shipping without solving it.

Nick Nisi from WorkOS tackled this by building eval systems for two AI tools: npx workos, a CLI agent that installs AuthKit into your project, and WorkOS's agent skills that power LLM responses about SSO, directory sync, and RBAC.

The post covers how to test against real project structures, score output that's different every time, and catch when your agent makes up methods that don't exist.

Learn more about evals →
📱

Big Tech & Startups

Anthropic Sues Pentagon Over 'Supply Chain Risk' Label (4 minute read)

Anthropic has filed two lawsuits against the Department of War to change the Pentagon's decision to label it a 'supply chain risk'. One of the lawsuits is in the US District court in the Northern District of California, and the other is in the US Court of Appeals for the District of Columbia Circuit. The supply chain risk designation is typically applied to firms that are deemed a major national security risk and has never been used on an American company. Anthropic has offered to continue negotiating with the Pentagon and also offered to help move the Pentagon off its technology and onto another AI system. OpenAI and xAI have signed agreements to provide technology on the Department of War's classified systems in recent weeks.
Apple Postpones Smart Home Display Launch as It Waits for New AI and Siri (4 minute read)

Apple's smart home display has been delayed until later this year. The project was first scheduled to launch in the spring of 2025, but it was postponed to let the company finish work on a new Siri digital assistant. It was then scheduled to be released this month, but the new Siri is still not yet ready. The display is designed to be a central AI hub for the home that can display personalized data, such as calendar appointments, reminders, notes, and more.
🚀

Science & Futuristic Technology

China leads the humanoid robot race — but the US still has a shot (6 minute read)

China's humanoid robots now dominate the market with over 90% of global sales and thousands of units shipped last year. Tesla's Optimus robots still won't be ready for launch until at least next year. While Chinese vendors are more advanced when it comes to production scales, US companies are very strong at the technical side of things, especially in the hardware and software departments. By the time humanoid robot startups build up their production bases, they will be ready for large-scale deployment.
How to Design Antibodies (29 minute read)

BoltzGen is the leading open-source approach for computational antibody design. It uses the permissive MIT license, so it can be used commercially by anyone. This guide walks through the full process of designing an antibody from home using BoltzGen. The process involves choosing a target, preparing a target structure, running a design campaign, filtering candidates, and experimentally validating the results.
💻

Programming, Design & Data Science

✂️ Cut QA Cycles From Hours to Minutes With Automated Testing (Sponsor)

If slow QA cycles are holding your team back from releasing faster, try QA Wolf.

Their fully managed, AI-native service delivers 80% automated E2E test coverage in weeks and helps teams ship 5× faster by cutting QA cycles from hours to minutes.

⭐ Rated 4.8/5 on G2.

Schedule a demo to learn more →

Code Review, a new feature for Claude Code (1 minute read)

Code Review is a new feature for Claude Code that dispatches a team of agents on every PR to catch bugs. Built for depth, not speed, the system is now in research preview for Team and Enterprise. Anthropic runs Code Review on nearly every PR. The tool doesn't approve PRs, but it closes the gap so reviewers can cover what's shipping. Reviews are billed on token usage, and admins have several ways to control spend and usage.
Perhaps not Boring Technology after all (2 minute read)

The recurring concern, that large language models will push technology choices towards the tools best represented in their training data, making it harder for new tools to break through the noise, doesn't really hold up anymore. New models have large enough context lengths that they can consume a lot of documentation before they start working on a problem. Most agents work just fine in existing codebases that use libraries or tools too private or new to feature in the training data. Developers are still free to choose whatever tools they want to use and are not restricted to using the ones LLMs are most familiar with.
🎁

Miscellaneous

After falling far behind the rest of industry, Blue Origin creates new stock option plan (8 minute read)

When Jeff Bezos launched Blue Origin, he knew that the company would not meet investors' expectations for return on investment over a typical investing horizon. Decades later, the company is still not operationally profitable, though recently, it has made impressive strides and seen financial returns from the sale of engines and commercial launches. To continue its growth and attract top talent, Blue Origin will begin granting stock options to employees this spring. The new program is structured to provide opportunities for liquidity events that will enable employees to convert vested stock options into realized value. More details about the program will be released during a company-wide meeting on April 17.
Amazon tells FCC to bin SpaceX's million-satellite datacenter dream (2 minute read)

Amazon has criticized SpaceX's application for permission to launch a fleet of orbital datacenter satellites as incomplete, speculative, and unrealistic. It wants regulators to reject the application, which it says is a speculative placeholder rather than a complete application under the Commission's rules. Amazon also raised concerns about satellite interference and environmental objections. Analysts say that SpaceX's plan of putting datacenters in space is 'peak insanity' as running spaceborne facilities would be uneconomical and could never satisfy terrestrial demand for compute power.

Quick Links

Former Meta AI Chief's Start-Up Is Valued at $3.5 Billion (3 minute read)

Yann LeCun's Advanced Machine Intelligence Labs is only a month old and employs just 12 people.
Ghostty 1.3.0 (30 minute read)

Ghostty 1.3.0 is a significant release that includes hundreds of improvements, bug fixes, and performance optimizations across all platforms.
Bluesky CEO Jay Graber steps down (2 minute read)

Graber, who will be replaced by Toni Schneider as interim CEO, will transition to a new role as chief innovation officer.
Video Conferencing with Postgres (7 minute read)

SpacetimeDB recently open-sourced a way for people to make video calls over a database.
10x is the new floor (3 minute read)

AI amplifies people with agency and curiosity.
The human.json Protocol (12 minute read)

human.json is a lightweight protocol for humans to assert authorship of their site content and vouch for the humanity of others.

Love TLDR? Tell your friends and get rewards!

Share your referral link below with friends to get free TLDR swag!
Track your referrals here.

Want to advertise in TLDR? 📰

If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to advertise with us.

Want to work at TLDR? 💼

Apply here, create your own role or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of Inc.'s Best Bootstrapped businesses of 2025.

If you have any comments or feedback, just respond to this email!

Thanks for reading,
Dan Ni & Stephen Flanders


Manage your subscriptions to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe.

  • Digg
  • Del.icio.us
  • StumbleUpon
  • Reddit
  • RSS

🌳📰 Marijuana Moment: GOP congressman's cannabis sales arrest

Add news@marijuanamoment.net to your address book to ensure delivery to your inbox!
View this newsletter in your browser
Brought to you with substantial Patreon support from:
Does Marijuana Moment help keep you informed about marijuana news? If so, forward this to a friend and suggest they subscribe

Your support makes Marijuana Moment possible...


Before you dig into today's cannabis news, I wanted you to know you can keep this resource free and published daily by subscribing to Marijuana Moment on Patreon. We're a small independent publication diving deep into the cannabis world and rely on readers like you to keep going.

Join us at https://www.patreon.com/marijuanamoment
/ TOP THINGS TO KNOW
Rep. Byron Donalds (R-FL), who is running for Florida governor, admitted to selling marijuana as a young man—even though he opposed a ballot measure to legalize cannabis in his state in 2024 and worked to block sentencing reform in Washington, D.C.
Oklahoma Gov. Kevin Stitt (R) said he thinks legislative leaders will support his plan to roll back medical cannabis legalization by putting the issue on the ballot again—even though the Senate president and House speaker have publicly pushed back against the idea.
Add Marijuana Moment As A Preferred Source On Google
Virginia lawmakers sent Gov. Abigail Spanberger (D) a bill to protect the parental rights of marijuana consumers by making it so a "person's legal possession or consumption of substances…alone shall not serve as a basis to restrict custody or visitation."
Tennessee's House majority leader said federal marijuana rescheduling as ordered by President Donald Trump would resolve his "biggest objection" to legalizing medical cannabis at the state level.
The Minnesota House Health Finance and Policy Committee approved a bill to legalize the regulated therapeutic use of psilocybin for adults 21 and older, while rescheduling the psychedelic under state statute.
The Texas Department of State Health Services adopted changes to hemp rules that include a strict total THC standard that advocates say will wipe out much of the legal industry but also have lower licensing fees for businesses than were previously proposed.
A new federally funded study found that "CBD use as a substitute or adjunct to medications was common among US adults particularly for pain medications."
  • "Millions of US adults use CBD as a substitute and adjunct for a wide range of health conditions."
Sen. Pete Ricketts (R-NE) dodged a question about why Nebraska was left out of a congressionally approved rider protecting state medical cannabis laws from federal interference and whether he would support adding it in.
Ad
/ FEDERAL
President Donald Trump announced the formation of an international Americas Counter Cartel Coalition.

Alabama Democratic Senate candidate Lamont Lavender discussed his support for legalizing marijuana.
Ad
/ STATES
Pennsylvania Gov. Josh Shapiro (D) tweeted, "Let's be real: Pennsylvanians who want to buy recreational marijuana are just driving across the border to one of the 5 neighboring states who have already legalized it.  Legalizing adult-use marijuana could generate $1.3 BILLION in new revenue over the first five years. This is big business — and right now, we're losing that revenue to our neighbors."

California's treasurer appeared on a cannabis podcast.

The Colorado House Business Affairs & Labor Committee approved a bill to create a licensing system for cannabis events.

The Georgia House Judiciary Non-Civil Committee rejected bills to legalize marijuana, facilitate pardons for prior convictions and remove the ability of police to conduct searches based on the smell of cannabis alone.

Maryland lawmakers are pushing for funding for a nonprofit focused on cannabis industry education, workforce development and community engagement.

Ohio officials are being sued over an impending ban on hemp THC products.

Missouri regulators issued a variance allowing use of humidity control packets in final marijuana products.

Massachusetts regulators published guidance about municipal opt-in procedures for marijuana social consumption businesses.

Montana regulators sent updates about various cannabis issues.

Washington State regulators will consider changes to rules on medical cannabis tax exemption on Tuesday.

Michigan regulators will host a marijuana summit for municipalities on Wednesday.
/ MARIJUANA BILL TRACKING
Marijuana Moment's Bill Tracker is watching hundreds of cannabis, psychedelics and drug policy bills in state legislatures and Congress for 2026 sessions.

You can track votes, amendments and sponsors—and find out when marijuana and drug reform legislation is scheduled for committee hearings so you can tune in and see what happens.

At least 10 cannabis and drug policy bills are scheduled for hearings on Tuesday.

Access is available to Marijuana Moment readers supporting our cannabis advocacy journalism with Patreon pledges of at least $25 per month.

If you work in the cannabis industry or legalization movement, you need to know about pending policy changes that could affect your plans. Accessing Marijuana Moment's Bill Tracker is the easiest and most affordable way to make sure you don't miss anything important. And, your pledge helps support our ongoing cannabis news reporting.
/ INTERNATIONAL
Jamaica's minister of industry, investment and commerce announced new rules that will allow community groups to cultivate up to 10 acres of medical cannabis.

Canadian officials sent a reminder about rules for cannabis facility tours.
/ SCIENCE & HEALTH
A study of mice suggested that "CBD can have beneficial effects on some of the pathology associated with [Alzheimer's disease], even in an aggressive model of this neurodegenerative disease, but the impacts on impaired behavior were minimal."

A study found that "delayed psilocybin treatment after repeated mild traumatic brain injury recovers chronic behavioural deficits, reduces microglial density, and enhances hippocampal neurogenesis in rats."
/ REACH MARIJUANA MOMENT'S READERS
Marijuana Moment's website gets 3-5 million pageviews every month, and around 1 million unique visitors each month.

This daily newsletter hits the inboxes of 90,000+ cannabis industry professionals, investors, consumers and regulators every weekday morning.

Find out how your business or organization can reach our growing reader base through several advertising opportunities we have opening up next month.

Details are in our Sponsorship Opportunities deck.
Follow Marijuana Moment On Twitter For Breaking Cannabis News
Ad
/ BUSINESS
Tilray Brands, Inc. completed its acquisition of BrewDog Brewing Australia Pty Ltd.
Become A Subscriber On Patreon & Help Us Keep Bringing You News
Thanks to The 420 Club, ARCATA.IO, Aura AdvisorsAventine Property GroupBaked Audiences by StataraBillTrack50BioTrackTHCBridge City Collective, Cannabis Industry LawyerCannaCard®, CLS Holdings USACouncil for Federal Cannabis Regulation, Boston DickersonDope Tax ProsDurée & Company PR, Robin Ely MD, Jacqueline FerraroFrantz Ward LLP, Gretchen GaileyGanjapreneur, Geronimo Capital, Glass House Brands, The GMP CollectiveThe Green Closet By GaeaGreen & Purple Smoke ShopGroovy Hemp Company, Hager Law LLC, HAT Law FirmHigh Yield InsightsAngela JanisPete Kadens, Kanna CBD, KCSA Strategic CommunicationsJohn Kirk, KusheoLaw Offices of Omar Figueroa, LiberateFlorida.com, Jessica Lee, Marijuana Policy ProjectMarijuana Supply Networks DBA/ MSN Packaging Inc.Maverick Public Relations, MBO VenturesRyan McQueeneyMike & Colin at MJResearchCoThe Millennial Lawyer, Modern AdvocacyNational Cannabis RoundtablePot Brothers at Law, Reason FoundationTick Segerblom, Manny SerranoShield ComplianceMark SingletonAndrea Steel, Esq., Justin StrekalSubversive CapitalTavCannaTexas Cannabis CollectiveTheory WellnessTinkler Professional Accounting Services, LLCTorch Cannabis Co.James TuttleVanSon Advisory Services Inc. and YourCanna-Club for being substantial Marijuana Moment sustaining subscribers.
Support from subscribers who value this daily dispatch enough to show their appreciation with a few dollars helps me keep going. If you can afford it, please chip in and support us on Patreon.
See Marijuana Moment's sponsorship and advertising policy here.
/ MARIJUANA MOMENT WIRE SERVICE
Give people a reason to keep coming back to your business's website by syndicating Marijuana Moment's breaking cannabis news and analysis.

Marijuana Moment's Wire Service helps paying subscribers boost SEO and lets your potential customers know you are watching all the latest key policy developments that affect them.

Now you can publish smart cannabis content on your site without having to hire your own dedicated editorial staff to track, make sense of and synthesize news developments your readers are looking for information about.

Contact Marijuana Moment for pricing information today.
Want to get your business or organization in front of Marijuana Moment's growing readership of cannabis industry professionals, activists, policymakers and journalists? 

Contact us for advertising opportunities.
Website
Twitter
Facebook
Instagram
Copyright © 2026 Marijuana Moment, All rights reserved.
You are receiving this email because you want to know about marijuana news before other people do and you signed up on our website.

Our mailing address is:
Marijuana Moment
442 Lorimer St.
Ste. D PMB 227
Brooklyn, NY 11206

Add us to your address book


Want to change how you receive these emails?
You can update your preferences or unsubscribe from this list

Email Marketing Powered by Mailchimp

  • Digg
  • Del.icio.us
  • StumbleUpon
  • Reddit
  • RSS