---
title: "AI"
description: "491 posts about AI, summarised, each linking to the original."
---

# AI
> 491 posts about AI, summarised, each linking to the original.

## Articles

### [Anthropic commits $10 million to Canadian AI research](https://yomu.fyi/post/anthropic-commits-10-million-to-canadian-ai-research.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 15, 2026
- Type: Announcement

Anthropic is committing $10 million CAD to Canadian research institutions to support beneficial and responsible AI applications, building on Canada’s contributions to neural networks, deep learning, and reinforcement learning. The announcement names partnerships with Amii, Mila, Vector, CHEO, CAMH, Université Laval, University of Toronto, and the University of Saskatchewan, with Claude credits supporting work spanning trust and safety, health, scientific discovery, mental health, robotics, sustainability, and public services. Amii, Mila, and Vector will also join Anthropic’s for Startups program, providing affiliated Canadian startups with at least $5,000 USD each in API credits. A Canadian country brief based on the March 2026 Anthropic Economic Index reports that Canada ranks eighth in Claude.ai use, accounts for 2.6% of global consumer use, and ranks second by per-capita adoption; usage is highest in British Columbia and closely follows professional, scientific, and technical employment.


### [Together AI brings Thinking Machines Lab’s new model Inkling on day 0](https://yomu.fyi/post/together-ai-brings-thinking-machines-lab-s-new-model-inkling-on-day-0.md)
- Company: [Together AI](https://yomu.fyi/company/together-ai.md)
- Published: Jul 15, 2026
- Type: Announcement

Thinking Machines Lab released Inkling, and Together AI announced day-zero access through its production inference platform. The multimodal mixture-of-experts model accepts text, image, and audio inputs and generates text through a unified decoder architecture, with controllable inference effort for trading reasoning depth, token usage, and latency. Inkling has 975B total parameters, 40B active parameters per token, a 1M-token context window, query-conditioned relative attention, short causal convolutions, and shared-sink MoE routing; Together serves it with a FlashAttention-4-based kernel. Preliminary evaluations report strong results across scientific reasoning, mathematics, coding, agentic, vision, and audio benchmarks, while the model is also post-trained for forecasting and calibrated prediction. It is available on Together Serverless through OpenAI-compatible APIs without infrastructure provisioning.


### [Claude for Creative Work](https://yomu.fyi/post/claude-for-creative-work.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 13, 2026
- Type: Announcement

Claude for Creative Work describes a set of connectors and workflows intended to help creative professionals expand ideation, reduce repetitive work, and take on larger-scale projects. The connectors connect Claude with tools including Ableton, Adobe Creative Cloud, Affinity by Canva, Autodesk Fusion, Blender, Resolume, SketchUp, and Splice, supporting documentation access, asset production, 3D modeling, live visual control, and sample search. The described uses also include tutoring, Claude Code scripts and plugins, cross-application pipeline work, Claude Design exploration with export to Canva, and batch processing. Blender has an officially available MCP connector that can analyze and debug scenes, batch-apply object changes, and add tools through Blender’s Python API; because it uses MCP, it is accessible to other LLMs. The post also describes access for students and faculty in three art and design programs, whose feedback will inform understanding of creative practitioners’ needs.


### [Anthropic Sydney office](https://yomu.fyi/post/anthropic-sydney-office.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 13, 2026
- Type: Announcement

Anthropic has officially opened a Sydney office and appointed Theo Hourmouzis as General Manager for Australia and New Zealand. Hourmouzis brings more than 20 years of technology leadership experience across Asia Pacific and most recently served as Snowflake’s Senior Vice President for Australia, New Zealand and ASEAN. He will lead the growing local team, shape a regional strategy for customers, and bring Claude into important work. The team will deepen relationships with enterprise customers and AI for Science research partners while delivering on commitments in a memorandum of understanding with the Australian government. Local partnerships include Canva, Xero, and YMCA South Australia, where custom Claude AI skills turn operational data into actionable insights, reduce branded content production from hours to minutes, and bring previously outsourced technical work in-house.


### [Inspiration – Tools & craft – Notion](https://yomu.fyi/post/inspiration-tools-craft-notion.md)
- Company: [Notion](https://yomu.fyi/company/notion.md)
- Published: Jul 10, 2026
- Type: Explainer

Notion’s Inspiration page gathers perspectives on the future of work from people and teams creating companies, communities, and creative practices. Its TechFirst Block pairs Ivan Zhao’s claim that AI has arrived as “infinite minds” with stories about organizations using Notion to change how work gets done. Featured examples include Brainlabs’ company-wide AI operating layer, Kim Shui’s Notion-organized New York Fashion Week preparations, and Her Tech Circle’s reconstruction of a community around a shared workspace. Additional profiles cover Thred’s effort to make offices less lonely, Sarah Jutras’s work teaching self-employment through Freelance for Life, and how leading AI companies implement AI tools effectively; the page also identifies contributors such as founders, marketers, designers, and community leaders.


### [UST is bringing Claude to physical AI](https://yomu.fyi/post/ust-is-bringing-claude-to-physical-ai.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 10, 2026
- Type: Announcement

UST is partnering with Anthropic to bring Claude into engineering and production systems used by semiconductor, automotive, manufacturing, telecom, embedded, and IoT companies. Claude Code reads chip pinouts and hardware schematics, then writes and runs regression tests while carrying design context across hours-long tasks. UST is integrating Claude as the reasoning layer in its iDEC validation pipeline, which generates tests, compares live equipment data with a digital twin, and already cuts validation cycles from four days to 48 hours, 50 to 70 percent. The partnership also applies Claude to healthcare, telecom, and banking platforms, with human approval retained for recommended actions and response workflows. UST will train 20,000 associates worldwide and build specialized deployment teams, with governance and audit controls supporting production use in high-stakes industries.


### [Golden Gate Claude](https://yomu.fyi/post/golden-gate-claude.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 9, 2026
- Type: Explainer

Golden Gate Claude presents a research demonstration of interpretability work on Claude 3 Sonnet. Researchers identified millions of activated concepts, or “features,” including a specific combination of neurons associated with the Golden Gate Bridge, and adjusted that feature’s activation strength. Increasing it caused responses to mention the bridge across unrelated prompts, such as spending $10 or writing a love story; the demonstration was available online for 24 hours and is no longer available. The post distinguishes this intervention from verbal role-play, system prompts, and traditional fine-tuning, describing it as a precise change to internal activations. It also says similar techniques could modify safety-related features connected to dangerous code, criminal activity, or deception, potentially supporting safer models.


### [The Long-Term Benefit Trust](https://yomu.fyi/post/the-long-term-benefit-trust.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 9, 2026
- Type: Announcement

Anthropic announces the Long-Term Benefit Trust (LTBT), a new governance structure intended to address the unusually large public externalities it associates with transformative AI. The independent Trust has five financially disinterested Trustees and, alongside Anthropic’s Delaware Public Benefit Corporation status, is meant to add accountability to the public interest without directing ordinary commercial decisions. Created through Class T stock after Series C, it can elect and remove board members, with authority phasing in through time- and funding-based milestones and reaching a board majority within four years; investors also receive a new directly elected seat. Protective provisions require notice of certain major actions, while amendment rules combine agreement-based changes with supermajority failsafes whose thresholds rise as the Trust gains power. Anthropic presents the arrangement as an experiment, with initial one-year Trustees selected after a year-long search and future Trustees elected by the Trustees.


### [Inviting hard questions](https://yomu.fyi/post/inviting-hard-questions.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 9, 2026
- Type: Announcement

Anthropic is inviting the public to submit difficult questions about AI’s effects on jobs, society, families, science, medicine, and the future. The initiative responds to both optimism about AI’s potential and concerns about job loss, creative work, human agency, misuse, and whether benefits outweigh costs. Anthropic says its Public Benefit Corporation mission is to secure the benefits of advanced AI models and mitigate risks through safeguards, alignment research, free access for scientists, and a fellowship pairing early-career Claude users with nonprofits. It has gathered views through surveys of 52,000 Americans and 81,000 Claude users in 159 countries and 70 languages, plus focus groups and anonymized usage data, and will publicly track actions and shortcomings in addressing submitted questions. The Anthropic Institute and Long-Term Benefit Trust are also described as mechanisms for confronting societal challenges and providing oversight.


### [Ben Bernanke appointed to Anthropic’s Long-Term Benefit Trust](https://yomu.fyi/post/ben-bernanke-appointed-to-anthropic-s-long-term-benefit-trust.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 9, 2026
- Type: Announcement

Anthropic’s Long-Term Benefit Trust (LTBT) appointed Dr. Ben Bernanke, former Federal Reserve Chair and Brookings Institution Distinguished Fellow, as its newest member. The independent body helps hold Anthropic to its mission of responsibly developing advanced AI for humanity’s long-term benefit, and its Trustees advise the board and leadership on critical decisions involving AI’s risks and societal impacts. Bernanke brings research and policy experience spanning the Great Depression, financial crises, and his 2006–2014 Federal Reserve tenure; he will contribute to Anthropic’s economic research, including work on how AI changes economies and workforces. The LTBT can appoint members to Anthropic’s board, while its Trustees hold no company equity or profit share and are compensated only for their service.


### [Progress from our Frontier Red Team](https://yomu.fyi/post/progress-from-our-frontier-red-team.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 8, 2026
- Type: Explainer

Anthropic’s Frontier Red Team reports on national-security risks from frontier AI models, drawing on work across four releases over the past year. It finds early-warning signs of rapid progress in dual-use capabilities: Claude reached undergraduate-level performance on some cybersecurity evaluations and exceeded expert baselines in selected biology tasks, while current models remain below thresholds for substantially elevated national-security risk. The team compares model generations on CTF and Cybench tests, realistic roughly 50-host cyber ranges, virology troubleshooting, LabBench, and controlled biosecurity studies, including expert red-teaming. Models still fail autonomously in realistic network environments and make critical mistakes in weaponization planning, although researcher-built tools enabled an attack resembling a known large-scale theft of personally identifiable information; the team is expanding automated evaluations and pursuing government partnerships and stronger safeguards.


### [Frontier threats red teaming for AI safety](https://yomu.fyi/post/frontier-threats-red-teaming-for-ai-safety.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 8, 2026
- Type: Explainer

Frontier threats red teaming applies adversarial testing to evaluate whether AI models could create national-security risks, using biology as a test project. Anthropic worked with biosecurity experts to define threat models, probe models for more than 150 hours, learn jailbreak techniques, and build quantitative, repeatable evaluations in a secure interface without public-deployment safety monitoring. The project found that frontier models can sometimes produce sophisticated, accurate, detailed biological knowledge, with capability increasing alongside model size and potentially with tool access; the authors assess unmitigated risks as possibly near-term. Training changes and classifier-based filters reduced harmful outputs or access to chained expert information, and these mitigations were deployed in the public-facing frontier model. Future work will test LLM speedups over search engines, examine newer and smaller adapted models, and expand collaboration, disclosure, and independent evaluation.


### [Anthropic's core views on AI safety](https://yomu.fyi/post/anthropic-s-core-views-on-ai-safety.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 8, 2026
- Type: Explainer

Anthropic argues that AI could have an impact comparable to the industrial and scientific revolutions, potentially within the coming decade, because scaling laws link increased training computation with predictable capability improvements. It says progress may continue toward systems matching or exceeding human performance across many intellectual tasks, while society faces disruption and competitive pressure to deploy systems that are not reliably helpful, honest, and harmless. The company’s safety strategy is empirically driven and multifaceted, emphasizing scalable supervision, mechanistic interpretability, process-oriented learning, and research into how systems learn and generalize. It also studies capability evaluation, red teaming, harmful behavior, economic effects, and policy implications. The stated goal is a broad portfolio of safety work that can adapt as evidence clarifies which future scenario is unfolding, including less optimistic possibilities.


### [Uber Advertising sets commerce media in motion at Cannes 2026](https://yomu.fyi/post/uber-advertising-sets-commerce-media-in-motion-at-cannes-2026.md)
- Company: [Uber](https://yomu.fyi/company/uber.md)
- Published: Jul 8, 2026
- Type: Announcement

At Cannes Lions 2026, Uber Advertising presented commerce media as a way for brands to connect with consumers across real-world journeys, from discovery and ordering to mobility and post-event decisions. Its EMARKETER session with Sarah Marzano and Kristi Argyilan framed commerce media as expanding beyond traditional retail environments, while announcements including Offsite Ads, Mobility Offers, Deal Drops, Reorder Rewards, Uber Marketing Manager, and APIs addressed what advertisers can activate and how they can manage and measure it. Programming also examined AI’s effects on search, shopping, planning, recommendations, and marketing leadership, alongside sports-fan behavior and cultural moments. Across the Uber Villa and activations involving flights, airport screens, rides, dining, boats, and shuttles, the company positioned movement as the connective thread between media, commerce, and everyday experience.


### [Sunsetting new.email](https://yomu.fyi/post/sunsetting-new-email.md)
- Company: [Resend](https://yomu.fyi/company/resend.md)
- Published: Jul 8, 2026
- Type: Announcement

Resend is sunsetting new.email, which will remain available for template exports until August 7, 2026, before stopping new prompts and sends. Launched in February 2025, the tool let anyone create email templates with natural language, using React Email components and deliverability lessons from sending millions of emails daily; its goal was consistent, beautiful, responsive email. Resend says the core bet was right, but a separate brand and stack—repository, infrastructure, deployment, and operational conventions—made the product harder to maintain, while market feedback showed users did not need new templates constantly. The product’s ideas are moving into the Resend editor, which offers URL-based brand extraction, AI block rewriting, LLM content review, and email creation and editing through the Resend MCP server.


### [Bridging the Domain Gap: AI Race Coach built with Antigravity and Gemini](https://yomu.fyi/post/bridging-the-domain-gap-ai-race-coach-built-with-antigravity-and-gemin.md)
- Company: [Google](https://yomu.fyi/company/google.md)
- Author: David Mclaughlin, Ajeet Mirwani
- Published: Jul 8, 2026
- Type: Explainer

At Sonoma Raceway, Google Developer Experts built an AI-powered race coach to turn vehicle telemetry into split-second driving advice, extending an earlier pilot that handled basic telemetry. The system uses Antigravity for stateful orchestration and ingestion, Python and Jetpack Compose for mobile processing and display, Agent Development Kit for agent coordination, and hybrid Gemma 4 edge reasoning plus Gemini API cloud analysis. A custom USB interface connected a Pixel 10 directly to the vehicle telemetry network, providing a 10 Hz stream from hundreds of sensors, while an activated on-device TPU reached 40 tokens per second for local coaching alerts delivered through text-to-speech. The test identified a throttle application zone in Turn 2 associated with a 0.1-second gain, and the initiative is scheduled to continue at Interlagos, Brazil.


### [Introducing Grok 4.5](https://yomu.fyi/post/introducing-grok-4-5.md)
- Company: [Cursor](https://yomu.fyi/company/cursor.md)
- Author: Cursor
- Published: Jul 8, 2026
- Type: Announcement

Cursor and SpaceXAI are releasing Grok 4.5, a mixture-of-experts model designed for long-running computer tasks beyond software engineering, including data science, finance, and legal work. It was trained jointly on trillions of tokens of Cursor data, alongside high-quality STEM tasks, research papers, and other knowledge work, then improved with reinforcement learning in realistic environments where it must investigate, use tools, recover from mistakes, and verify results. A distributed agent system built and refined these training environments at scale, using engineers’ problem definitions and verification methods. Grok 4.5 is available in Cursor’s desktop, web, iOS, CLI, and SDK products, with individual and team plans receiving significant usage and double usage during the first week; base pricing is $2 per million input tokens and $6 per million output tokens. Cursor notes that an accidental training-data inclusion gives the model an advantage on CursorBench.


### [CFOs and the new economics of AI](https://yomu.fyi/post/cfos-and-the-new-economics-of-ai.md)
- Company: [Cursor](https://yomu.fyi/company/cursor.md)
- Author: Jordan Topoleski
- Published: Jul 6, 2026
- Type: Announcement

AI spending has moved from experimental pilots into a recurring operating expense, reaching $1.5 trillion globally in 2025, while only 39% of organizations in a cited McKinsey study could trace AI investment to enterprise-level EBIT impact. The launch introduces the Cursor CFO Council, a quarterly forum for finance leaders that will develop shared frameworks for AI productivity, returns on intelligence, model allocation, and cost management. Analyses using Cursor data found higher token usage associated with higher median year-over-year revenue growth, while usage rose after model improvements, especially for high-complexity work. Yet adoption and benefits are concentrated: p99 developers produced 46x more AI-assisted lines per day than median active users, and agent-request costs varied nearly ninefold across model families. With usage-based pricing making intelligence a less predictable variable cost, the council will meet beginning in August to advance measurable and efficient AI economics.


### [Announcing Anthropic's Responsible Scaling Policy](https://yomu.fyi/post/announcing-anthropic-s-responsible-scaling-policy.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 3, 2026
- Type: Announcement

Anthropic announces its Responsible Scaling Policy (RSP), a set of technical and organizational protocols for managing catastrophic risks from increasingly capable AI systems, including deliberate misuse and autonomous behavior contrary to designers’ intent. The policy introduces AI Safety Levels (ASL), loosely modeled on biosafety levels, with requirements for safety, security, and operations increasing alongside a model’s potential for catastrophic risk; current LLMs, including Claude, are described as ASL-2. ASL-3 would require unusually strong security and no deployment when adversarial testing by world-class red-teamers finds meaningful catastrophic misuse risk, while ASL-4 measures remain unwritten and may depend on unresolved interpretability research. Approved by Anthropic’s board, the RSP is presented as an initial, revisable framework that may temporarily pause scaling when safety procedures cannot keep pace, while incentivizing solutions needed for further development and leaving current Claude uses and product availability unchanged.


### [More details on Fable 5’s cyber safeguards and our jailbreak framework](https://yomu.fyi/post/more-details-on-fable-5-s-cyber-safeguards-and-our-jailbreak-framework.md)
- Company: [Anthropic](https://yomu.fyi/company/anthropic.md)
- Published: Jul 3, 2026
- Type: Explainer

Claude Fable 5 has been redeployed globally, accompanied by additional detail about its cybersecurity safety classifiers and a proposed AI jailbreak severity framework. The classifiers distinguish prohibited use, high-risk dual use, low-risk dual use, and benign use, with intended responses ranging from blocking to allowing with monitoring; the model uses a larger safety margin than previous models, accepting more false positives to increase protection against harmful outcomes. Other safeguards include access controls, model safety training, and offline monitoring, while a HackerOne program invites researchers to submit potential cyber jailbreaks. The draft framework measures capability gain against the available baseline and illustrates scoring with Log4Shell cases, where severity changes as discoverability and existing tools change.


[Newer posts](https://yomu.fyi/topic/ai/page/14.md) · [Older posts](https://yomu.fyi/topic/ai/page/16.md)