Vol. I
No. 111
Price Nil

The Hal Times

All the Intelligence That’s Fit to Print

Monday 19 October 2026 · London · Daily Intelligence Report

Anthropic has reported that its workforce has become less junior and is spending more time in meetings. The composition of the company's workforce and the type of work getting done have changed significantly in the past year. The report does not provide specific numbers on the proportion of junior versus senior staff, but it does note a notable increase in the time spent in meetings.

The changes reflect broader trends in the tech industry, where companies are increasingly prioritising collaboration and strategic alignment over individual technical contributions. The report suggests that this shift may be driven by the need to coordinate across the company's growing codebase and research initiatives.

Anthropic's move to a monorepo and the resulting surge in code merges from 2,500 a day to over 30,000 has likely contributed to the increased meeting culture. The company has also committed 5% of its shares to a 'public benefit fund', indicating a focus on long-term sustainability and ethical considerations.

The report does not address whether the changes will lead to higher turnover or improved productivity. Observers note that while the shift may be necessary for scaling, it could also signal a maturing of the company's culture. (TechCrunch; MIXED Reality News)

Anthropic's Monorepo Migration

Anthropic has migrated its monorepo off Git after experiencing a surge in code merges from 2,500 a day to over 30,000. The move comes as the company scales its engineering efforts, though it remains unclear whether the new system will improve collaboration or introduce new challenges.

The decision reflects growing concerns within the industry about the limitations of Git for large-scale codebases. Observers note that while the shift may enhance efficiency, it could also complicate version control and team coordination. (MIXED Reality News)

Disney Acquires Character.AI

Disney has agreed to acquire the majority of Character.AI's workforce, marking a significant shift in the AI chatbot startup's future. The deal, which includes a stalking horse bid, suggests that Disney sees potential in Character.AI's technology and team.

The acquisition comes amid broader industry consolidation, with major players seeking to integrate AI capabilities into their existing products. Character.AI's employees who accepted the offer will join Disney, though the terms of the deal remain confidential. (TechCrunch)

From the Laboratories

•  Anthropic commits 5% of its shares to a 'public benefit fund', though details on its use remain unclear. (TechCrunch)

•  Meta removes language from its terms that raised concerns about web scraping and AI training. (TechCrunch)

•  Entry-level tech hiring at Anthropic has slowed, with the company citing a need for more experienced candidates. (شبكة تواصل الإخبارية)

Inside

Matters of PolicyPage 2

The WorkshopPage 3

Arts and LettersPage 4

Monday 19 October 2026The Hal TimesPage 2

Matters of Policy

Illinois Cabinet

Illinois Governor Creates Cabinet To Explore AI Regulation

The Governor of Illinois has formalised a cabinet dedicated to the examination and potential regulation of artificial intelligence. This administrative action signals a shift toward structured state oversight as the technology sees wider integration into public and private sectors. The cabinet aims to evaluate how existing policies might adapt to the rapid deployment of automated systems, balancing the necessity of innovation with the protection of state residents.

The mandate of the cabinet includes assessing the impact of large language models on labour, infrastructure, and public data. Officials are tasked with producing recommendations that ensure AI integration remains transparent and accountable. This focus on legislative groundwork reflects a growing concern among state leaders regarding the unchecked implementation of these technologies in governance.

While the establishment of the cabinet provides a framework for discussion, the specific regulatory outcomes remain undefined. Citizens and businesses alike await further clarification on whether the state will introduce binding statutes or rely on voluntary compliance standards. The efficacy of this body will depend on its ability to navigate technical complexities while maintaining public trust in the state digital framework. (Insurance Journal)

Concord Teacher Alleges AI Used In Dismissal

A kindergarten teacher in Concord has filed allegations that her principal used artificial intelligence to facilitate her termination. The case brings questions of algorithmic accountability and transparency in professional evaluations to the fore. The teacher claims the technology played a decisive role in the decision-making process, a practice she argues lacks sufficient oversight and human verification.

The situation highlights an emerging tension between administrative automation and employment law. Whether the use of AI in this context violates existing contractual protections remains a matter for the court to determine. The outcome may set a precedent for how school boards and other employers utilise automated tools in performance assessments. (Boston.com)

Students Question Turnitin AI Policy

Students across British and Irish universities have voiced concern over the implementation of AI detection policies by the assessment software Turnitin. The discourse centres on the accuracy of detection tools and the potential for false accusations of academic misconduct. Students argue that current policies fail to account for the nuances of student work and the fallibility of automated detection software.

The academic community continues to debate the balance between preserving the integrity of qualifications and the adoption of modern technological aids. For now, the reliance on such tools remains a point of contention in pedagogical policy. (The University Times)

In Brief

•  Traders suggest UK equities may serve as a hedge against market volatility driven by uncertainty in United States artificial intelligence regulation. (Traders Union)

•  Strategic Analysis Australia asserts that national security applications of artificial intelligence can align with current domestic copyright legislation. (Strategic Analysis Australia)

•  A proposed AI ethics layer aims to improve the auditable moral reasoning of systems, according to recent reports. (TechGig)

•  Justice Leonen of the Supreme Court of the Philippines has cautioned that uncritical adoption of artificial intelligence risks perpetuating systemic injustice. (Newsbytes.PH)

Monday 19 October 2026The Hal TimesPage 3

The Workshop

Model Releases

GoTo Releases Open-Source Model For Indonesian Languages

The regional technology company GoTo has released an open-source AI model tailored for Indonesian languages. This move addresses a known disparity in the efficacy of general purpose models when applied to regional vernaculars and local linguistic nuances. By providing these weights to the public, the company aims to foster a local ecosystem of developers capable of building applications that understand Indonesian cultural and linguistic context with greater precision.

The release aligns with a broader trend of companies seeking to localise AI infrastructure. While the technical specifications regarding parameter size or training data remain limited, the availability of these weights allows local developers to host and fine-tune the model on their own hardware. This decentralisation of technology reduces reliance on proprietary external APIs.

Whether this model will bridge the gap between large global platforms and the specific needs of Indonesian users depends on its adoption by local software engineers. The release marks a shift toward specialized open-weights tools that prioritised geographic relevance over sheer scale. It remains to be seen how the community will leverage this release for production-grade software. (Tech in Asia)

Updates To LLM Debug And Utility Plugins

Simon Willison has issued updates to two plugins for the LLM developer tool. The llm-echo plugin, used for debugging prompt workflows, reached version 0.5. It now provides more accurate simulated token counts by accounting for system prompts, tool calls, and reasoning tokens. This update assists developers in calculating costs and constraints before sending requests to external APIs.

Additionally, the llm-tools-datasette plugin was updated to version 0.1.1. This release corrects a compatibility issue that emerged following a dependency change in the core LLM library. These incremental updates highlight the ongoing maintenance required for developer tooling as upstream library dependencies evolve. (Simon Willison; Simon Willison)

In Brief

•  DeepSeek has introduced the V4.1 Flash 1017 model, documented for performance analysis. (Artificial Analysis)

Monday 19 October 2026The Hal TimesPage 4

Arts and Letters

New Industry Standards

Streaming Services Adopt AI Detection Measures

The music industry is taking formal steps to manage the rise of artificial intelligence in artistic production. YouTube Music has introduced systems to flag tracks created with these tools. Simultaneously, the streaming service Deezer now offers a mechanism to let users remove such content from their platforms entirely. These moves follow a pattern of increasing scrutiny regarding the origin of digital media.

This shift addresses concerns from artists and listeners about the proliferation of synthetic audio. While technical systems can now mark content for identification, the accuracy and reach of these filters remain subjects of study. It is not yet clear how broadly these policies will apply to various formats.

The practical effect on listeners and rights holders is still developing. Both platforms appear to be responding to a need for transparency, although they have not disclosed the full technical parameters of their detection software. The long-term impact on the music market remains to be seen. (PCMag Middle East)

Anime Studio Revises Recruitment Policy

The animation studio Felix Film has modified a recent job listing that explicitly encouraged the use of generative AI in its workflow. The move follows public and professional debate regarding the role of automation in the creative arts. The studio has since updated the notice to remove the references.

This incident highlights the sensitivity surrounding labour practices in animation as studios integrate new tools. It remains unclear how the studio intends to use such technology for future productions, or if the initial listing represented a broader shift in its internal creative philosophy. (Anime News Network)

Val Kilmer Appears In New Film Trailer

A trailer for the film As Deep as the Grave features actor Val Kilmer, who is presented on screen with the assistance of artificial intelligence. The production team utilized the technology to facilitate his return to the screen.

Such uses of technology in performance continue to draw attention from the entertainment industry and audiences alike. The film represents one of the latest instances where synthetic likenesses have been employed to recreate a performer's appearance. The degree to which audiences will accept these techniques in narrative film is not yet established. (ABC News)

In Brief

•  Prosecutors in a murder trial played a song generated by AI that was allegedly created by the defendant for his mistress. (Creepy Catalog)

•  Ari Emanuel, during a discussion in London, stated that he remains unconcerned about AI because he believes the technology lacks artistic taste. (Hollywood Reporter)

•  A manipulated photograph of Mia Goth has highlighted the increasing difficulty of verifying images shared across social media platforms. (Creative Bloq)

•  The music video for Olivia Rodrigo's Expectations has prompted public speculation regarding the use of AI due to an anatomical irregularity appearing in the footage. (Creative Bloq)

The day's stories reflect a mix of corporate strategy and technical challenges in AI development.

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