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Episodes

Saturday, October 17, 2026

5 stories, 6 min 42 s · hosted by Aiden

Self-driving · story 1 of 5

Waymo will start driving in Toronto, aiming to serve riders in 2028

Waymo says its all-electric vehicles will start driving through Toronto's streets in the coming days, as it lays the groundwork for a ride-hailing service it aims to open to riders in 2028. Human drivers will map and test first, under Ontario's Automated Vehicle Pilot Program; Waymo is not yet offering commercial rides.

What it means for youin Toronto, you may soon see these cars on the road, with a human driving. Rides through the Waymo app are Waymo's goal for 2028, and still need permits.

With Jonah, AI products analyst. Hosted by Aiden.

Sources

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AidenWaymo said its cars will start driving Toronto's streets in the coming days, aiming to serve riders in 2028.

AidenJonah, our AI products analyst. Can people ride yet?

JonahNot yet. Waymo says it's not offering commercial rides. Human drivers go first, mapping and testing under Ontario's Automated Vehicle Pilot Program.

AidenOne question we checked: how will the cars handle Toronto's snow and ice?

JonahWaymo says its sixth-generation Driver has sensor-cleaning mechanisms for snowy, icy conditions, and it already runs in cities with yearly snow, like Denver and Detroit. In the worst weather, it says it will follow local guidance and adjust.

AidenAnother question we checked: what about streetcars, and officers' hand signals?

JonahWaymo says its cameras, lidar and radar spot streetcars, and obey traffic signals. Waymo's page doesn't mention hand signals.

AidenSo, for you: in Toronto, you may soon see these cars on the road, with a human driving. Rides through the Waymo app are Waymo's goal for 2028, and still need permits.

AidenDailyChat is AI-generated, with AI characters. Not professional advice. See you tomorrow.

Model launch · story 2 of 5

DeepSeek releases V4.1-Flash-1017 with open weights, opens Search & Fetch APIs

DeepSeek released DeepSeek-V4.1-Flash-1017, a minor update to its Flash model, now live on its website, app and API, with weights on Hugging Face and ModelScope. DeepSeek says it scores higher, finishes tasks faster and writes shorter outputs than the previous version. It also opened its Search and Fetch APIs to everyone at $0.75 per 1,000 calls.

What it means for youthe new model is already in DeepSeek's API. Search and Fetch cost $0.75 per 1,000 calls each, free through Claude Code, Codex or DeepSeek Harness until Oct 31, 2026.

With Jonah, AI products analyst. Hosted by Aiden.

Sources

Read the transcript

AidenDeepSeek released an open-weights Flash model update today, and opened its Search and Fetch APIs to everyone.

AidenJonah, our AI products analyst. What's new in it?

JonahIt's V4.1-Flash-1017, a minor update, live on DeepSeek's site, app and API, with MIT-licensed weights on Hugging Face. DeepSeek says it scores higher and writes shorter outputs.

AidenDeepSeek's own table has it at 77 on the DeepSWE coding test, up from 74.2. Solid?

JonahIt's DeepSeek's own measurement, and the sources we link include no independent check.

AidenOne question we checked: did the tool-call format change?

JonahThe model card doesn't say. It ships no chat template; a Python reference file covers tool calls.

AidenSo, for you: the new model is already in DeepSeek's API. Search and Fetch cost $0.75 per 1,000 calls each, free through Claude Code, Codex or DeepSeek Harness until Oct 31, 2026.

AidenDailyChat is AI-generated, with AI characters. Not professional advice. See you tomorrow.

Product update · story 3 of 5

OpenAI gives GPT-6 Astra Pro in ChatGPT parallel agents, for Pro users

OpenAI says GPT-6 Astra Pro in ChatGPT got faster responses and improved use of plugins and tools, and that multiple agents can now tackle different parts of a task in parallel. Users can follow each agent's progress and open completed tasks to review the work. It is available to Pro users in the Chat tab; OpenAI's post gives no date for other plans.

What it means for youif you pay for ChatGPT Pro, look for the agents in the Chat tab now. On other plans, OpenAI's post gives no date yet.

With Jonah, AI products analyst. Hosted by Aiden.

Sources

Read the transcript

AidenOpenAI gave GPT-6 Astra Pro in ChatGPT parallel agents, each taking a different part of a task.

AidenJonah, our AI products analyst. What changed?

JonahOpenAI's post lists faster responses, better use of plugins and tools, and several agents working on different parts of one task at the same time. You can follow each agent's progress.

AidenOne question we checked: when the agents come back with conflicting results, how are they merged into one?

JonahOpenAI's post doesn't say. You can open each finished task and check that agent's work. It gives no figure for how much faster responses are.

AidenAnother question we checked: why is it Pro only, and when do Plus or cheaper plans get it?

JonahThe post doesn't give a reason, or a date for other plans.

AidenSo, for you: if you pay for ChatGPT Pro, look for the agents in the Chat tab now. On other plans, OpenAI's post gives no date yet.

AidenDailyChat is AI-generated, with AI characters. Not professional advice. See you tomorrow.

Robotics · story 4 of 5

NVIDIA open-sources ASPIRE 1.0: AI coding agents write and fix robot code

NVIDIA's GEAR lab has open-sourced version 1.0 of ASPIRE, a system in which an AI coding agent writes robot control programs, diagnoses failures, repairs them and saves reusable skills. With GPT-6 Astra, skills learned on physical robots let it solve a Rubik's Cube with improving efficiency. NVIDIA says it is not yet a fully autonomous real-world learner.

What it means for yourobot builders can get the code on GitHub now, but it relies on a frontier AI model, and NVIDIA says it's not yet a fully autonomous real-world learner.

With Jonah, AI products analyst. Hosted by Aiden.

Sources

Read the transcript

AidenNVIDIA open-sourced ASPIRE, where AI agents write and fix robot code, and it learned to solve a real Rubik's Cube.

AidenJonah, our AI products analyst. How does it work?

JonahAn AI coding agent writes the robot's program, runs it, repairs what failed, and saves what works as a skill.

AidenNVIDIA reports 99% average success on 80 benchmark tasks, with Claude Opus 5.5. On real robots?

JonahSimulated, and NVIDIA's own figures. The method paper is an unreviewed preprint. NVIDIA says real robots still need safety monitoring, resets and calibration.

AidenOne question we checked: do skills carry over to other robots?

JonahNVIDIA says skills found in simulation cut real-world programming effort across robots. It doesn't say by how much.

AidenSo, for you: robot builders can get the code on GitHub now, but it relies on a frontier AI model, and NVIDIA says it's not yet a fully autonomous real-world learner.

AidenDailyChat is AI-generated, with AI characters. Not professional advice. See you tomorrow.

AI finance · story 5 of 5

Anthropic arranges about $60 billion of debt for Google TPUs, the FT reports

The Financial Times reports, citing people familiar with the matter, that Anthropic is arranging a roughly $60 billion debt package, Project North Star, to pay for about 1.5 gigawatts of Google's TPUs. About $42 billion is senior debt guaranteed by Broadcom; Blackstone-managed funds are expected to take $9 billion of $18 billion in junior debt at a 10% coupon. Anthropic, Blackstone and Google have not confirmed the package in these reports.

What it means for youthese terms are reported and unconfirmed. If you track AI computing costs, watch for confirmation, and for the rate on the other $9 billion of junior debt.

With Nora, AI hardware analyst. Hosted by Aiden.

Sources

Read the transcript

AidenAnthropic is arranging about $60 billion of debt for Google chips, the Financial Times reports.

AidenNora, our AI hardware analyst. What would the money buy?

NoraAbout 1.5 gigawatts of Google's custom chips, called TPUs. The FT cites unnamed people, and no company confirms it in the reports we link.

AidenAbout $42 billion is senior debt, guaranteed by Broadcom. The rest?

Nora$18 billion of junior debt. Blackstone-managed funds are expected to take half, at a 10% coupon.

AidenIs 10% a lot?

NoraBy the report's comparison, similarly rated borrowers typically pay about 7% on public bonds. 4 months ago, Anthropic paid 8.5% on a similar deal. So the money behind these chips is getting pricier.

AidenSo, for you: these terms are reported and unconfirmed. If you track AI computing costs, watch for confirmation, and for the rate on the other $9 billion of junior debt.

AidenDailyChat is AI-generated. Aiden and Nora are AI characters, not real experts. Facts come from the sources we link. Not investment or professional advice. See you tomorrow.