NeonPioneers: independent reporting on AI, crypto, gaming, privacy, science and software.

We gave an AI agent root access for a week. It broke things.
● Field Report · AI

We gave an AI agent root access for a week. It broke things.

It shipped four working features, wiped a database once, and tried to email our landlord. A first-hand report from the edge of autonomy, and the exact guardrails that kept a bad week from becoming a disaster.

MAMarlowe Vane · Jul 27 · 5 min
// LatestAll stories
A Ray AI-framework bug got a rare three-day federal patch order. Here is what CVE-2025-62593 actually is, and what it is not
Software

A Ray AI-framework bug got a rare three-day federal patch order. Here is what CVE-2025-62593 actually is, and what it is not

On 17 August, the US cybersecurity agency CISA added a critical flaw in Ray, a popular open-source framework for scaling Python and AI workloads, to its Known Exploited Vulnerabilities list with an unusually short three-day fix deadline for federal agencies. The bug, CVE-2025-62593, lets a malicious web page reach a developer's local Ray dashboard and run code. But it is a narrower flaw than the headline numbers suggest, and the dramatic figures about hundreds of thousands of exposed servers belong to a different, older Ray vulnerability.

A new study says how fast we warm, not just how much, may decide whether the Atlantic's overturning circulation collapses
Science

A new study says how fast we warm, not just how much, may decide whether the Atlantic's overturning circulation collapses

In a model study published on 13 August in Nature Climate Change, Utrecht University researchers found that whether the Atlantic Meridional Overturning Circulation tips into collapse depended on the rate of warming, not a fixed temperature. In their simulations slow warming left the current stable up to about 5.5C, while warming at roughly today's pace tipped it near 2C. It is a striking result, but it rests on a single idealized model, and the authors stress it is not reassurance: they say the real system is probably closer to a tipping point than their simulation.

Nevada just cleared Tesla, Waymo and Uber to run thousands of paid robotaxis in Las Vegas, but the numbers are ceilings, not cars on the road
Future

Nevada just cleared Tesla, Waymo and Uber to run thousands of paid robotaxis in Las Vegas, but the numbers are ceilings, not cars on the road

On 20 August, the Nevada Transportation Authority approved permits letting three companies charge for autonomous rides in the Las Vegas area: Tesla up to 5,000 vehicles, Waymo up to 1,000, and Aviari, an Uber subsidiary, up to 1,000. That is a combined cap of 7,000, among the highest explicit per-operator fleet ceilings any US state has written into a robotaxi permit. But these are maximums over the first year, not vehicles deployed, and only Waymo is confirmed to be running with no safety driver.

S.T.A.L.K.E.R. 2's first major story expansion, Cost of Hope, is out now, and a free Update 2.0 moves the Zone to a newer engine
Gaming

S.T.A.L.K.E.R. 2's first major story expansion, Cost of Hope, is out now, and a free Update 2.0 moves the Zone to a newer engine

On 20 August, GSC Game World released Cost of Hope, the first major story expansion for S.T.A.L.K.E.R. 2: Heart of Chornobyl, for $29.99 on PC, PlayStation 5 and Xbox Series X and S. It brings back protagonist Skif, opens two regions that were not playable in the base game and adds a nonlinear questline. Alongside it, a free Update 2.0 moves the whole game to a newer Unreal Engine build, reworks its lighting and environments and adds four new weapons for everyone who already owns the base game.

TikTok will pay up to $400 million to settle US claims it collected children's data, one of the largest COPPA settlements yet
Privacy

TikTok will pay up to $400 million to settle US claims it collected children's data, one of the largest COPPA settlements yet

The US Justice Department announced on 21 August that TikTok and ByteDance will pay up to $400 million to resolve a 2024 lawsuit accusing them of letting under-13s make accounts and collecting kids' data without parental consent, in breach of the COPPA child-privacy law and an earlier settlement. The deal is $300 million now plus $100 million tied to lifting an old consent order, adds new age checks and parental controls, and, notably, requires no admission of wrongdoing.

An AI designed protein binders largely on its own, and independent labs confirmed they actually stick
AI

An AI designed protein binders largely on its own, and independent labs confirmed they actually stick

Anthropic says its Claude models ran the design work for a protein-binder campaign, choosing where to bind on a set of target proteins and generating and screening candidates with little human input. Two commissioned outside labs, Adaptyv Bio and Twist Bioscience, then built and tested the designs: 354 of 1,320 bound their targets, hitting 14 of 15 evaluated targets at rates above the roughly 10 to 15 percent Anthropic calls typical. It is a real step for AI in the lab, but a 'binder' is an early research tool, not a finished drug; the labs confirmed the proteins bind, while the autonomy account is Anthropic's own.

An AI designed protein binders largely on its own, and independent labs confirmed they actually stick
AI

An AI designed protein binders largely on its own, and independent labs confirmed they actually stick

Anthropic says its Claude models ran the design work for a protein-binder campaign, choosing where to bind on a set of target proteins and generating and screening candidates with little human input. Two commissioned outside labs, Adaptyv Bio and Twist Bioscience, then built and tested the designs: 354 of 1,320 bound their targets, hitting 14 of 15 evaluated targets at rates above the roughly 10 to 15 percent Anthropic calls typical. It is a real step for AI in the lab, but a 'binder' is an early research tool, not a finished drug; the labs confirmed the proteins bind, while the autonomy account is Anthropic's own.

DeepSeek is raising its API prices and adding surge pricing. Here is what you will actually pay
AI

DeepSeek is raising its API prices and adding surge pricing. Here is what you will actually pay

With the launch of its new V4 models, DeepSeek is ending the flat, ultra-cheap pricing widely credited with helping pull AI prices down. From 16:00 UTC on 16 August it charges peak and off-peak rates, and output on its cheapest model now costs more than double off-peak and nearly five times the old rate during a seven-hour daily peak window. Here is exactly what changes, and how to pay the lower rate.

// CryptoAll Crypto
The SEC cancelled its own crypto vote, then approved the proposal four days later. Here is what 'Regulation Crypto Assets' actually says
Crypto

The SEC cancelled its own crypto vote, then approved the proposal four days later. Here is what 'Regulation Crypto Assets' actually says

After cancelling a public meeting on 14 August, the SEC approved a crypto-offering proposal on 18 August through a seriatim vote, individual commissioners signing off outside any meeting. The real rule text is now public, and it differs from the pre-vote reporting: a tiered fundraising exemption up to $75 million, a $5 million startup path, and a safe harbour that turns on ceasing 'essential managerial efforts' rather than on decentralisation. It is a proposal, not law, with a 60-day comment window and adoption unlikely before 2027.

Bitcoin miners are turning to AI for the money. Riot's $9.1 billion lease is the clearest example yet
Crypto

Bitcoin miners are turning to AI for the money. Riot's $9.1 billion lease is the clearest example yet

Riot Platforms, one of the largest listed Bitcoin miners, has signed a 20-year lease worth about $9.1 billion to host a frontier AI lab at its Texas mining campus. Riot's filing does not name the tenant; CNBC and Bloomberg report it is Anthropic. It is one of the most concrete signs yet that miners are shifting toward AI, against a backdrop of collapsing mining margins and higher AI power bids, and it raises a real question about what secures the network as miners diversify.

// GamingAll Gaming
S.T.A.L.K.E.R. 2's first major story expansion, Cost of Hope, is out now, and a free Update 2.0 moves the Zone to a newer engine
Gaming

S.T.A.L.K.E.R. 2's first major story expansion, Cost of Hope, is out now, and a free Update 2.0 moves the Zone to a newer engine

On 20 August, GSC Game World released Cost of Hope, the first major story expansion for S.T.A.L.K.E.R. 2: Heart of Chornobyl, for $29.99 on PC, PlayStation 5 and Xbox Series X and S. It brings back protagonist Skif, opens two regions that were not playable in the base game and adds a nonlinear questline. Alongside it, a free Update 2.0 moves the whole game to a newer Unreal Engine build, reworks its lighting and environments and adds four new weapons for everyone who already owns the base game.

GTA 6 gameplay is leaking online before Rockstar's reveal, and the 'hack' behind it is tangled in a crypto scheme
Gaming

GTA 6 gameplay is leaking online before Rockstar's reveal, and the 'hack' behind it is tangled in a crypto scheme

Real-looking GTA 6 footage from an old build has been spreading since 18 August under the name CyberLeek, roughly nine days before Rockstar's official 27 August look. Take-Two's rapid takedowns suggest the clips are genuine, but there is no evidence anyone actually breached Rockstar's systems, the whole campaign is wrapped around a memecoin that was trading before the leaks went viral, and no source code has appeared. Here is what is confirmed and what is not.

Phantom Blade Zero sets a 29 October release date and shows its combat in a State of Play deep dive
Gaming

Phantom Blade Zero sets a 29 October release date and shows its combat in a State of Play deep dive

S-Game's dark wuxia action game Phantom Blade Zero now has a hard release date of 29 October 2026 (28 October in the US and select regions) on PlayStation 5 and PC. A dedicated State of Play detailed the combat: more than 30 main weapons plus 25 secondary Phantom Edges, three difficulty modes from Wayfarer to Sixty-Six Days, and martial-arts star Donnie Yen as Creative Consultant, playing a character through facial and motion capture.

// PrivacyAll Privacy
TikTok will pay up to $400 million to settle US claims it collected children's data, one of the largest COPPA settlements yet
Privacy

TikTok will pay up to $400 million to settle US claims it collected children's data, one of the largest COPPA settlements yet

The US Justice Department announced on 21 August that TikTok and ByteDance will pay up to $400 million to resolve a 2024 lawsuit accusing them of letting under-13s make accounts and collecting kids' data without parental consent, in breach of the COPPA child-privacy law and an earlier settlement. The deal is $300 million now plus $100 million tied to lifting an old consent order, adds new age checks and parental controls, and, notably, requires no admission of wrongdoing.

Three crypto breaches exposed the names and home addresses of about 250,000 customers. No coins were stolen, but the leaked data fuels phishing and, for large holders, physical 'wrench attacks'
Privacy

Three crypto breaches exposed the names and home addresses of about 250,000 customers. No coins were stolen, but the leaked data fuels phishing and, for large holders, physical 'wrench attacks'

Between 13 and 16 August, SafePal, Trezor's shipping partner ShipMonk, and Israel's Bits of Gold each disclosed data breaches, together exposing about a quarter of a million customers' names, phone numbers and physical shipping addresses. No wallets were drained and no keys were stolen. The harm is downstream: for the Bits of Gold cohort, whose national ID and bank details also leaked, identity theft and fraud; for many, convincing targeted phishing; and, for identifiable large holders, the physical 'wrench attacks' researchers say are rising. Two of the three breaches are linked to the same critical Metabase flaw, CVE-2026-72898.

Meta's child-safety trial is under way, and the states revealed what they will seek: about $200 billion
Privacy

Meta's child-safety trial is under way, and the states revealed what they will seek: about $200 billion

Opening statements in the 29-state case against Meta began on 18 August in Oakland. The headline moment was financial: after months of only Meta's $1.4 trillion worst-case figure being public, the state coalition signalled it could seek around $200 billion, roughly three years of Meta's after-tax profit. California's deputy attorney general told an eight-person advisory jury that Meta was built to 'hook the users, hold them, harvest their data, and then hide the truth.' Meta calls the claims unsubstantiated. Nothing is decided; this is the argument beginning, not ending.

// FutureAll Future
Nevada just cleared Tesla, Waymo and Uber to run thousands of paid robotaxis in Las Vegas, but the numbers are ceilings, not cars on the road
Future

Nevada just cleared Tesla, Waymo and Uber to run thousands of paid robotaxis in Las Vegas, but the numbers are ceilings, not cars on the road

On 20 August, the Nevada Transportation Authority approved permits letting three companies charge for autonomous rides in the Las Vegas area: Tesla up to 5,000 vehicles, Waymo up to 1,000, and Aviari, an Uber subsidiary, up to 1,000. That is a combined cap of 7,000, among the highest explicit per-operator fleet ceilings any US state has written into a robotaxi permit. But these are maximums over the first year, not vehicles deployed, and only Waymo is confirmed to be running with no safety driver.

LandSpace brought an orbital rocket booster home upright on solid ground, a feat that until now was essentially SpaceX's alone
Future

LandSpace brought an orbital rocket booster home upright on solid ground, a feat that until now was essentially SpaceX's alone

On 18 August, the Beijing company LandSpace landed the first stage of its Zhuque-3 rocket on land using landing legs, in what it says is the first time a Chinese company has done so. It joins a very short list of firms that can recover an orbital-class booster, but a booster that lands is not yet a booster that has flown again, and that is the harder test still ahead for LandSpace.

// ScienceAll Science
A new study says how fast we warm, not just how much, may decide whether the Atlantic's overturning circulation collapses
Science

A new study says how fast we warm, not just how much, may decide whether the Atlantic's overturning circulation collapses

In a model study published on 13 August in Nature Climate Change, Utrecht University researchers found that whether the Atlantic Meridional Overturning Circulation tips into collapse depended on the rate of warming, not a fixed temperature. In their simulations slow warming left the current stable up to about 5.5C, while warming at roughly today's pace tipped it near 2C. It is a striking result, but it rests on a single idealized model, and the authors stress it is not reassurance: they say the real system is probably closer to a tipping point than their simulation.

An mRNA cancer vaccine reported its first positive Phase 3 result. Here is what that does and does not mean
Science

An mRNA cancer vaccine reported its first positive Phase 3 result. Here is what that does and does not mean

On 19 August, Merck and Moderna said their personalized mRNA vaccine intismeran autogene, given with Keytruda, met its main goals in a 1,137-patient Phase 3 melanoma trial: it lengthened the time patients stayed cancer-free after surgery and the time before the disease spread. It is the first positive Phase 3 for any individualized-neoantigen or mRNA cancer therapy. But the companies released only top-line results, no efficacy numbers yet, it is not approved, and it treats a cancer already removed by surgery rather than curing advanced disease.

// SoftwareAll Software
A Ray AI-framework bug got a rare three-day federal patch order. Here is what CVE-2025-62593 actually is, and what it is not
Software

A Ray AI-framework bug got a rare three-day federal patch order. Here is what CVE-2025-62593 actually is, and what it is not

On 17 August, the US cybersecurity agency CISA added a critical flaw in Ray, a popular open-source framework for scaling Python and AI workloads, to its Known Exploited Vulnerabilities list with an unusually short three-day fix deadline for federal agencies. The bug, CVE-2025-62593, lets a malicious web page reach a developer's local Ray dashboard and run code. But it is a narrower flaw than the headline numbers suggest, and the dramatic figures about hundreds of thousands of exposed servers belong to a different, older Ray vulnerability.

A poisoned Rust crate with 245 million downloads shows how a build script can compromise you before you run the program
Software

A poisoned Rust crate with 245 million downloads shows how a build script can compromise you before you run the program

On 20 August, attackers pushed malicious versions of three popular Rust crates, led by arrayref, which has 245 million downloads and sits under 403 other packages. The twist: the malware ran during compilation, not when the program was run. A build script pulled from a typosquatted dependency downloaded and ran an infostealer during cargo build, so merely building a project could be enough to be hit. This is a package-registry supply-chain attack, not a flaw in the Rust language, and the same trick has repeatedly hit npm and other ecosystems. Rust's security team yanked all three within about 90 minutes.

A security scanner was the way in: the LiteLLM package hijack that put thousands of companies' secrets at risk
Software

A security scanner was the way in: the LiteLLM package hijack that put thousands of companies' secrets at risk

In March, attackers hijacked the vulnerability scanner inside LiteLLM's build pipeline, stole the AI gateway's own package-publishing keys and pushed two poisoned versions to PyPI. They were live for only about 40 minutes, but a Python auto-run trick did the rest. Security researchers now estimate the fallout put credentials from more than 2,500 companies at risk, and the stolen trove only came to light this week.

// Tested, not guessedAll guides

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