Better Call Sol The Workhorse
OpenAI’s GPT-5.6-Sol is finally here, along with the cheaper Terra and Luna.
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Agentic RL: Environments, Trajectories, and the Training Loop
The full RL nanodegree, covered with implementation.
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The Frontend Verification Gap in AI-Assisted Development
The Frontend Verification Gap in AI-Assisted Development
AI-assisted development has made frontend work feel much faster. A developer can ask for a form, a dashboard card, a table, a modal, or a responsive layout and get a decent first version almost immediately. The code may compile. The page may render. At first glance, the UI may look done. But frontend developers know […]
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Directly Responsible Individuals (DRI)
Directly Responsible Individuals (DRI)
Directly Responsible Individuals (DRI) I went looking for a definition of "Directly Responsible Individuals" and the best I found was in the GitLab handbook. Apparently the term originated at Apple, where it's used to describe the person who is "ultimately accountable for the success or failure of a specific project, initiative, or activity". I've been thinking about this term recently in the context of LLM-powered agents and how they fit into human organizations. I don't think an agent should…
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shot-scraper 1.11
shot-scraper 1.11
Release: shot-scraper 1.11 Some minor improvements, mainly around command option consistency and making the server: mechanism used by both shot-scraper video and shot-scraper multi work if the server takes longer than a second to start serving traffic. server: processes used by shot-scraper multi and shot-scraper video now wait up to 30 seconds for the target URL to accept connections, polling for port availability and replacing the previous fixed one-second delay. #197 The shot-scraper, pdf,…
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Fable gets another bump
Fable gets another bump
One of the consequences of GPT-5.6 Sol being clearly a Fable/Mythos class model is that Anthropic have, once again, bumped the date that Fable stops being available in their Claude Max plans: We're extending Claude Fable 5 access on all paid plans, as well as keeping Claude Code’s weekly rate limits 50% higher, through July 19. As before, you can use up to half of your weekly usage limit on Fable 5. After that, you can continue using Fable 5 with usage credits, or switch to another model to…
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sqlite-utils 4.1.1
sqlite-utils 4.1.1
Release: sqlite-utils 4.1.1 Mainly a fix for an edge case that regular Claude chat spotted while experimenting with the 4.1 release to answer a question about ON DELETE. table.transform() now raises a TransactionError if called while a transaction is open with PRAGMA foreign_keys enabled and the table is referenced by foreign keys with destructive ON DELETE actions - CASCADE, SET NULL or SET DEFAULT. The pragma cannot be changed inside a transaction, so previously dropping the old table as part…
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How LLM Routing Actually Works in Production
A popular interview question.
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sqlite-utils 4.1
sqlite-utils 4.1
Release: sqlite-utils 4.1 The first dot-release since 4.0 a few days ago, introducing a number of minor new features. sqlite-utils insert and sqlite-utils upsert now accept a --code option for providing a block of Python code (or a path to a .py file) that defines a rows() function or rows iterable of rows to insert, as an alternative to importing from a file. (#684) sqlite-utils already had features that allow you to pass blocks of Python code as CLI arguments, for example this one for the…
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Quoting Nilay Patel
Quoting Nilay Patel
The reality is to make augmented reality glasses, you need to put a camera next to your eyes that is continuously recording everything you see and processing that to put information over it. There is not another way around it. And there's certainly not a chip that can fit in the stem of a glasses that is both powerful enough and power miserly enough to do that in real time. You have to send that data to a cloud. You gotta do it. [...] Or you can build something the size of a Vision Pro with a…
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This Week in AI: Chips, Checks, and Changing Jobs
This Week in AI: Chips, Checks, and Changing Jobs
This week data and AI evangelist Christina Stathopoulos returned for a solo news briefing. Instead of exploring one or two topics in depth, Christina sorted the week’s headlines into a handful of threads: advances in physical hardware to keep up with AI demand, the widening reach of government oversight into frontier model companies, and a […]
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AI #176 Part 2: Plan B
This is part 2 of the weekly, broadly covering speculation, rhetoric and policy, along with alignment research.
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Prompt Injection to Data Exfil in 3 Hops
The incident that should worry you makes no destructive call. Nothing is deleted, nothing crashes, no alert fires. An employee asks an agent to summarise a customer ticket; the agent does exactly that, the user gets a useful answer, and somewhere, in the same second, a customer record leaves the cluster over an ordinary HTTPS […]
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