Friday, October 16, 2026

Tesla Roadster 🚗, Muse Spark Open ✨, internal vibe coding 👨‍💻

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TLDR 2026-10-16

Founder Briefing: Gemini 4 Argon Launch (Sponsor)

Google Cloud is hosting an exclusive briefing for startup founders and technical leaders following the launch of Gemini 4 Argon. Join the Google DeepMind team for an inside look at the model's newest capabilities and practical startup applications.

The session covers:

Executive breakdown: A technical recap of the latest updates and performance gains.
Founder use cases: Where DeepMind sees Argon delivering unfair advantages for early-stage products.
Getting started fast: Architecture patterns, developer resources, and lightning onboarding tips.
Direct access: Open, live Q&A with the Google DeepMind engineering team.

Sessions run November 4 (Americas/Europe) and November 5 (APAC).

👉 Register here

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Big Tech & Startups

Tesla's New Roadster Takes Flight After Nearly a Decade of Delays (4 minute read)

Tesla unveiled its second-generation Roadster sports car on Thursday by having the vehicle launch itself up a curved ramp into a controlled landing. It later leapt over five other Tesla vehicles while twisting in the air. The car is scheduled to enter production in 2028. Tesla has yet to release a price tag. The Roadster can go from a stop to 60 miles an hour in about one second, and it has a top speed of over 230 miles an hour.

Meta unveils Muse Spark Open, the new top US open weights model — and it runs on two paired Mac desktops (18 minute read)

Muse Spark Open is an 816-billion-parameter open-weight model that can run on relatively affordable consumer hardware. Meta's benchmark tests used a pair of M5 Ultra Mac Studios with an unknown memory configuration. The model uses a mixture-of-experts design and activates 42 billion parameters for each token. It supports a context of up to 1 million tokens and accepts text, images, video, and audio, but only outputs text.

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Science & Futuristic Technology

Bringing the magic: Google breaks open a bottleneck in quantum computing (3 minute read)

Google Quantum AI has demonstrated that 'magic state cultivation' works in practice on its Willow processor. Magic states help researchers create the operations they need for going beyond classical computing. Creating high-quality, error-corrected magic states is incredibly resource-heavy. This post details how Google Quantum AI created a magic state cultivation protocol that achieved a 40-fold reduction in errors. The breakthrough is a crucial step towards scaling up quantum computing to practical use.

How to Train Your Robot (22 minute read)

Training an AI model fundamentally requires lots and lots of examples of something being done correctly. Creating this data for training robots is expensive, and companies need a lot of data to train competent models. Large language models showed the benefits of scale when training models. Researchers are now working hard to gather enormous amounts of robot task training data in the hopes of seeing the same sort of trends with robotic capabilities.

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Programming, Design & Data Science

New trend of building “internal vibe-coding apps” at tech companies (6 minute read)

Tech companies are building internal vibe-coding tools for non-engineers. It's not that complicated, it gets higher adoption than vendor products, and it helps build out more AI intra expertise in-house. Building an internal vibe-coding tool is a tiny investment that can result in better, more custom tools than with vendor products, and companies don't have to wait on vendors to build what's needed. It's also a lot safer to expose internal data sources to internal tools.

Using Artificial Intelligence to reverse engineer hardware (10 minute read)

Developers are using Claude to debug hardware issues. AIs can read thousands of lines of USB capture, notice sequence repeats with one byte changing, make suggestions on what that byte means, and write the tests to confirm its suggestions. A human is still required to decide what to build and check that the fix runs on real hardware, but AI takes away a lot of the slog. The post includes a link to a harness with a small set of tools that help with reverse engineering Linux drivers.

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Miscellaneous

How Codex Happened (45 minute read)

Codex started as a scrappy effort to build an AI software engineer. The team building it had launched a version in the cloud, but it didn't find product-market fit. OpenAI took the project and made it the centerpiece of its comeback. This post tells the inside story of how Codex was created.

CoreWeave credit default swaps hit distress levels as investors sour on AI debt (4 minute read)

CoreWeave has taken on more than $51 billion of debt and obligations to finance its AI infrastructure buildout. Stock and bond investors are now showing signs of being concerned about AI overspending and debt levels. Yields on CoreWeave debt continue to climb. The spread on its five-year credit default swaps has soared. No one is questioning whether demand for CoreWeave's services is real, but the cash flow needs to arrive to justify all of the capex spending.

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Quick Links

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John Ternus Is Engineering a New Era for Apple (22 minute read)

Ternus has so far played to his own strengths rather than trying to replicate his forerunners' styles of success.

The Cost of Getting a Job Today (5 minute read)

Every job expects employees to be able to use AI, but using AI costs money, which adds pressure when job seeking.

Open-sourcing SPACE, the sandbox platform behind Computer (6 minute read)

Perplexity's SPACE provides a foundation for building safer agent systems.

Lies, Damn Lies, and GitHub Stars (6 minute read)

Repositories used to only pile up GitHub stars if they were genuinely in widespread use over a long period of time, but influencers can make something look real when it isn't.

Money's Public Cloud Moment (22 minute read)

Stablecoins are the public cloud moment for global money movement.

Redis now has compressed bitmaps (Roaring) (3 minute read)

Compressed bitmaps store a set of integers in a form that takes little room when the set is sparse.

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Dad Delivers Son in Parking Lot, a Massive Tornado, and Fat Squirrel Week

Friday, October 16, 2026

Good morning! On this day in 1899, San Marcos' mayor and city council approved handing Chautauqua Hill to the state for a new teachers' school. Old Main opened on the hill in 1903, and the school grew into Texas State University.

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Trump Drops Execution Livestream

President Trump said Thursday the Pentagon won't livestream the Dec. 3 firing-squad execution of Nidal Hasan, the former Army psychiatrist who killed 13 people in the 2009 Fort Hood shooting.

Trump called off the stream in a social media post, writing that showing the world how America deals with "Terrorists and SCUM like Hasan" might have deterred others. But he said many people "would rather not watch him die."

Secretary of War Pete Hegseth announced earlier this month that the execution would be public, and the Pentagon later confirmed a livestream. Republicans and Democrats objected, many warning the footage could fuel radicalization, and Vice President JD Vance said he wouldn't watch.

Victims' immediate families may still watch in person. The military hasn't executed a service member by firing squad since World War II, and its last execution of any kind was a 1961 hanging.

Huffines Cuts Off Flock Camera Grants

Texas Comptroller Don Huffines signed an executive order Tuesday barring cities and police departments from spending his office's grant money on Flock cameras and other license plate readers.

The order covers cameras, software, and data subscriptions from Flock, Motorola, Axon, and their resellers, including renewals of existing contracts. It doesn't ban the cameras statewide.

"The government has no business tracking where law-abiding Texans drive," Huffines said, calling warrantless tracking a Fourth Amendment violation. Texans, he said, should be able to drive to church or the grocery store "without a government camera logging it in a database."

Gov. Greg Abbott's office has said most camera funding comes from federal sources, so it's unclear how much the limit on future grants will affect local police.

Plano Dad Delivers Son Outside Hospital

A Plano dad delivered his own son in a Medical City Plano parking lot before his wife could make it inside.

Emma Contreras wasn't due with the couple's third child until the next week, and even their doula thought she had time. During the drive to the hospital, however, Emma could barely sit in the car. A red light about five minutes from the hospital refused to turn green.

Diego Contreras ran inside to alert ER staff, but when he got back to the car, Emma told him, "He's here." Diego squatted in front of her and caught baby Beni as she delivered standing up. Emma snapped a photo moments later.

Mom and Beni are doing well, and Emma's wish that Diego be more involved this time came true. "We didn't mean it like this, but I was really proud of him," she said.

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➤ Fort Stockton: A tornado touched down near Fort Stockton on Wednesday afternoon ahead of a strong cold front. Residents posted videos of the funnel amid reports of downed tree limbs. (See Storm)

➤ Jefferson County: A burning hoverboard battery sparked a fire that destroyed about $750,000 in scrap metal at a yard on U.S. 90 early Thursday. ExxonMobil's fire brigade helped crews. The company's nearby facility was never in danger. (See Photos)

➤ Grand Prairie ISD canceled a high school's Little Shop of Horrors performance after a female senior was cast as the male lead, citing abuse themes and a 2025 state law. The senior called it "a punishment to everyone." (More)

➤ Fort Worth: An armed security guard shot and killed a man who was smashing a jewelry kiosk with a blunt object inside La Gran Plaza mall on Wednesday night. The man fled across the parking lot and died near Seminary Drive. (More)

➤ Harris County: The FBI is seeking more victims of a former sheriff's deputy accused of demanding a sexual favor from a woman he detained. Prosecutors say he admitted to having sex with as many as 12 women while in uniform. (More)

➤ Liberty: The city wired about $600,000 to a fraudulent account after receiving a fake email impersonating a vendor the city owed money. The receiving bank flagged the transfer after it went through, and police are investigating with federal agencies. (More)

➤ Houston: The DEA and Houston police seized more than 100 pounds of meth hidden in two suitcases at a Houston-area airport. (More)

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➤ Keller football will try to end a 16-game losing streak against Southlake Carroll when it visits the Dragons tonight. At 6-0, Keller is off to its best start since 1967. (More)

➤ FC Dallas secured an MLS playoff spot with a 1-0 victory at home against the Seattle Sounders on Wednesday. It's Dallas' first home victory over Seattle since 2022. (More)

➤ Baylor's drone show during Saturday's football game against TCU will send up to 1,200 drones, including 200 that shoot fire, over the Brazos River. The school said it will be the largest drone show in college football history, topping a record of just over 1,000 drones held by Texas. (More)

➤ The Spurs launched @LosSpurs, a Spanish-language Instagram account with team news, exclusive content, and details on watch parties and giveaways. The team has played seven games in Mexico and added a French-language account, @LesSpurs, in 2025. (More)

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➤ Chip giant TSMC sent teams to Texas to scout a possible location for a plant. It's in talks to join Elon Musk's planned Terafab complex. (More)

➤ Texas data centers received letters from Attorney General Ken Paxton ordering them to report accurate water use. The 156 developments span 32 counties, from Lubbock to Harris. (More)

➤ Sam's Club will spend $9 million to expand its 38-year-old Wichita Falls store, adding 2,800 square feet, a remodeled cafe, and an optical exam room, state filings show. Work is slated from June to November 2027. (More)

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➤ Texas' fattest squirrels square off Oct. 18-23 in the second Fat Squirrel Week, a state parks spin on Alaska's Fat Bear Week. Squirrels from 16 parks will compete in a tournament bracket. Dinosaur Valley's Chunkosaurus Rex returns to defend his title. (More)

➤ Free jazz returns to Corpus Christi's Heritage Park this weekend as the Texas Jazz Festival marks its 65th year. More than 55 bands are set to play three stages Friday through Sunday. (More)

➤ A 264-acre ranch once owned by Western artist Dan Coates is headed for sale between Granbury and Glen Rose. The home he designed with his wife features 1800s timbers and stone from TCU's original AddRan College building. (See Photos)

➤ Quail hunters should see a strong season when it opens Nov. 1, Texas Parks and Wildlife says, after August roadside surveys found healthy bird numbers. South Texas bobwhite counts topped the 15-year average, and the Trans-Pecos also looks promising. (More)

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The following stories are featured exclusively on The Flyover Podcast—a daily show that gives you the most important headlines in under 15 minutes.

➤ France has begun deploying military assets to protect Saudi oil facilities as Houthi attacks escalate around a vital Red Sea export route. (Full Story)

➤ Amazon has launched two always-listening AI devices that turn conversations into to-dos, reviving privacy questions around the tech giant. (See Product)

➤ One common instinct makes stubborn knots in necklaces, cords, and holiday lights even worse. (Hear Story)