Astra wipes 27-min log, Unitree Go2 ships root RCE, Ford charts 30/3% app gap

Sources

Generating running routes with GPT-6 Astra and ChatGPT Work simonwillison.net

Here’s a neat thing I had ChatGPT Work with GPT-6 Astra (Max) do this morning: I live at . Figure out 5K and 10K running routes from me that loop from my house. Use OSM data. It worked for 27 minutes and produced exactly what I’d asked for, as both an embedded visualization and downloadable GPX file and GeoJSON files. Here’s that 5K route: When I asked it how it had created the route, it replied: I used Nominatim to locate the address and Overpass to download local OpenStreetMap roa…

I spent $4,000 on a robot dog from China arstechnica.com

Unitree might be the world’s most important robotics company.

Quoting Paul Ford simonwillison.net

For a while, I must admit, it looked as if software developer roles like mine were done for. How could we fight against tireless robots? But our industry is slowly realizing that making truly cutting-edge software still requires humans to think and work together, to maximize their skill sets and to practice their respective crafts. A.I. can write very good software, but it also makes it easy to do someone else’s job badly, which is part of why all those projects fail. Now that everyone can code…

The Rise of the Forward Deployed Engineer — and How To Do the Job Right latent.space

Vinoo Ganesh, who ran Spark at Palantir and launched its Project Frontline program before co-founding Kepler, lays out best practices for forward deployed engineers — the hybrid role blending sales, product, and coding that AI startups now copy from Palantir’s customer-embedded model.

California Brown Pelican simonwillison.net

Simon Willison’s wildlife sighting logs the California Brown Pelican takeover of Pacifica Pier, closed to humans since early June when a concrete walkway crack made access unsafe. The birds have claimed the structure entirely — a rare off-topic post from the LLM blogger.

References

r/Strava thread (‘AI generated routes much worse’) reddit.com

Popularity-based heatmaps showed where people actually ran… newer AI models sometimes prioritize ‘efficiency’ or ‘novelty’ at the expense of safety, even routing runners onto roads described as ‘sudden death’.

TechRadar — AI running apps risk feature techradar.com

Professional search-and-rescue organizations have expressed alarm that runners may blindly trust AI routes over established topographic maps, potentially leading them into dangerous terrain.

CloudZero — GPT-6 pricing breakdown cloudzero.com

The standard API rate for GPT-6 Astra is $10 per million input tokens and $50 per million output tokens, roughly 2.5 times the cost of GPT-5.6 Sol… requests exceeding 272K tokens are billed at a ‘long-context’ rate of $20 in and $75 out.

Zylos Research — long-running AI agents report zylos.ai

While task duration has doubled every seven months, the failure rate quadruples over the same period… a single early misstep propagates through subsequent reasoning.

Enera Labs — Astra enterprise rollout brief eneralabs.com

Astra is disabled by default in Enterprise environments to allow for governance reviews, as the model’s ‘Critical’ cybersecurity status allows it to independently identify and exploit system flaws.

daily.dev discussion of Willison’s Astra post daily.dev

The underlying Python and JavaScript code used to calculate the routes was not exposed in the user interface and appeared to be lost once the session ended… sparked debate on Hacker News regarding the shift toward ‘vibe coding’.

humanoid.guide humanoid.guide

CVE-2026-27509 and CVE-2026-27510 enable unauthenticated Remote Code Execution with root privileges via DDS DataWriter topics injecting malicious Python code into the actuator manager… the U.S. FCC added Unitree to its national security ‘Covered List’ in 2026 following a Pentagon designation.

Robotics Center — Spot vs Go2 price comparison roboticscenter.ai

Unitree’s Go2 EDU sits at approximately $3,790—roughly 5% of the entry cost for a Boston Dynamics Spot ($74,500 base, exceeding $195,000 fully configured with arm and fleet management).

Lifeboat Foundation blog lifeboat.com

The Go series dimensions match the US Army-funded ‘Mini Cheetah’ almost to the millimeter… the US Army has had to seek federal waivers to purchase Unitree robots for research because no American-made alternative offers comparable capabilities at a similar price point.

Wes O’Donnell / Medium — Ukraine’s military robot dogs wesodonnell.medium.com

Ukrainian forces, specifically the 28th Mechanized Brigade, use Unitree Go2 Pro robots for high-risk reconnaissance and scouting in trenches or urban areas like Toretsk, clad in thermal-resistant camouflage as ‘squad companions’.

SemiAnalysis — China’s Unitree Will Dominate Global newsletter.semianalysis.com

Unitree utilizes planetary gear actuators rather than the high-ratio strain wave gears common in industrial robots; while this improves ‘back-driveability’ and lowers costs, it introduces mechanical backlash that may limit precision… Q1 2026 saw a sharp 52% drop in net profit.

Smart Analytics Global — humanoid shipments 2026 smartanalyticsglobal.com

Domestic rival Agibot reportedly overtook Unitree in total humanoid shipment volume during the first half of 2026… Unitree’s August 2026 STAR Market debut peaked near $66 billion valuation before receding 40–53% within weeks to $31–35 billion.

Paul Ford, NYT (via qoshe mirror) qoshe.com

the number of available mobile apps surged by 30% in the last year, yet actual downloads grew by only 3%

Cloud Security Alliance / Veracode 2026 research note labs.cloudsecurityalliance.org

45% to 55% of AI-generated code contains at least one security vulnerability… AI-assisted developers are found to introduce security flaws at 10x the rate of their peers

Pertama Partners, ‘AI Project Failure Statistics 2026’ pertamapartners.com

Gartner specifically predicts that 40% of AI agent projects will be canceled by 2027 due to spiraling token costs, lack of governance, and poor data foundations

Laurie Voss (seldo.com), ‘AI has torched the market for junior programmers’ seldo.com

Data from Stanford’s Digital Economy Lab shows a 19% decline in employment for developers aged 22–25 since late 2022

Kelsey Hightower, TechTarget interview techtarget.com

AI can generate code, [but] the underlying systems—networks, protocols, and hardware—remain unchanged, requiring deep human proficiency to manage effectively

Addy Osmani, ‘Comprehension debt: the hidden cost of AI-generated code’ medium.com

comprehension debt—the growing gap between the volume of code in a system and the amount any human actually understands… AI-generated debt is frequently accidental and arrives at a volume human review cycles cannot match