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Granola, the AI notepad for people in back-to-back meetings, now captures what's shared on screen too. With Snapshots, the decks, designs, charts and docs from your calls go straight into your notes. Ask Granola [5]about last week's roadmap review and the slides come back with the answer.
GTA VI is expected to be one of the biggest entertainment releases in history when it comes out on November 19. Its immediate predecessor is the best-selling nonmobile game of all time. The game's release is causing other entertainment companies to delay products until next year because they know GTA VI will suck up the planet's attention for most of November. It will almost certainly be the most expensive video game ever created. This article looks at how Rockstar Games built what is expected to be the biggest video game blockbuster of all time.
Anthropic told investors recently that the company's revenue for the third quarter jumped about 45% from the prior quarter to $16.8 billion. The AI lab is currently pursuing what may become the largest-ever initial public offering. Its IPO could value the company at $2 trillion. The San Francisco company is expected to begin trading as early as next month. A successful launch from Anthropic could reopen the door for other listings and provide a vote of confidence for the industry.
NASA's Perseverance rover has now driven 28.1 miles on Mars' surface, surpassing the distance that Opportunity covered from 2004 to 2018. Perseverance landed on Mars in February 2021 and has been traveling in and around the Jezero Crater since. It was set to surpass the driving record back in August, but it came across some interesting rocks, so it dawdled for two months. Perseverance most likely still has many miles to go in the coming years. This article contains some of the highlights from its drive so far.
Two NASA missions are on track to launch to Venus in the early 2030s. The Deep Atmosphere Venus Investigation of Noble gases, Chemistry, and Imaging (DAVINCI), which will send a parachute-assisted descent probe through Venus' atmosphere, is now scheduled for launch in December 2030. The Venus Emissivity, Radio science, InSAR, Topography, And Spectroscopy (VERITAS) mission will launch in November 2032 to map the Venusian surface by radar from orbit. The European Space Agency is building an orbiter for launch to Venus in 2032, and Rocket Lab plans to launch a privately funded probe as soon as next year to search for signs of organic material in the planet's clouds.
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99% of product teams have fully integrated AI into at least one workflow. As AI becomes part of everyday work, it's expanding what PMs, designers, and engineers can do and changing how they work together. Atlassian's _State of Product 2027_ [12] explores what comes after adoption, from broader roles to harder choices about where teams should focus.
Being able to tell clean code from messy code is still useful, but it's becoming something that tools can help with. Knowing what shape a program should have before anyone writes it is something AI still can't do yet. The best way to get better at AI coding might be to spend more time thinking about problems and less time thinking about prompts. The programmers that get the most out of these tools already knew what they wanted.
Giving AI agents a way to independently verify their work heavily improves the quality of output. Write end-to-end tests that simulate real user flows and act as the ground truth. Use property-based testing to specify what should never happen and generate thousands of test cases that attempt to break those constraints. Require tests to run quickly and deterministically so that agents retry when the loop is slow or unreliable.
TLDR is hiring a senior engineer to build the agent-first operating layer used across the company. We're looking for a builder who has taken an LLM agent to production and still owns it. Click here to learn more [16].
OpenAI narrowed Anthropic's lead in business AI adoption in September. Today, more than half of businesses pay for AI, and many of them pay for multiple models. The growth in new AI customers has slowed down significantly. Growth in the market will now have to come from more intense adoption rather than more customers.
The work that Silicon Valley's AI labs are doing could reshape entire economies, create vast fortunes, dominate future warfare, and potentially alter the geopolitical power balance. This makes the industry ripe for espionage. While the companies have been on guard against the threat, there's no such thing as a perfect defense. This article explores the different ways corporate espionage is happening in the AI industry.
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for your size and order history from Shop. Checkout happens in the
pg_vectorsearch is a PostgreSQL extension for high-performance Approximate Nearest Neighbor search.
Jev 1.14.0 features image support, a new type, and longer context.
Google has been in discussions with publishers in recent months about developing an audiobook feature that will likely be bundled with its ad-free YouTube Premium service.
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This could be a big win for consumers, but it may also mean chaos for the tech industry.
The bulk of the cuts will be to Netflix's product, tech, legal, and human resources teams.
A 10x price jump in the price of AI compute will be the clearest sign that agents can finally outperform humans at most economically valuable work.
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Warp's new cloud software factories provide a versioned, measurable way to hand off more mission-critical work to agents. By integrating Sentry, you can setup an automated debugging workflow with your full context, capture agent metrics for evals, and verify signed deliveries. In this workshop [5], Sergiy Dybskiy of Sentry and Ben Homes of Warp lay out: * What Warp factories are and how they can be used to debug issues with Sentry * How Warp is using Sentry internally [6] for some of their own factories * Best practices for using Warp and Sentry together
xAI announced Grok Voice 3.0, a speech-to-speech model with sub-second latency and improved customer-support performance.
Jev 1.14.0 features image support, a new type, and longer context. Multimodal support has also been turned on for Jev 1.13.0. Both models perform worse on multimodality than on pure text. Breaking down questions into the simplest possible decompositions helps a lot. The new 'box' type returns a single bounding box. It is a preview of TypeSafe's explorations beyond simple decisions and into what else System One Models can support.
Gavin Baker expects open-weight specialist models and frontier systems to coexist behind routers, reducing model margins while increasing compute demand. He argues existing infrastructure commitments remain financeable and warns that excessive concentration or overbuilding poses greater risks.
AI has made producing code cheap. This moves the bottleneck of software delivery to deciding, verifying, and coordinating. AI amplifies whatever coordination an organization already had. Adding more agents will not fix weak coordination, just as adding more developers never did.
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Hear how Netflix and OpenAI handle it at SEV0, the reliability conference in London and SF. Free for TLDR readers with code TLDR.
Users can now send OpenTelemetry traces from Claude Managed Agents, the Messages API, and Claude SDKs to any OTel tool, and follow each step their agents take. Claude traces follow the OpenTelemetry GenAI semantic conventions, so data from Claude and other providers works in the same tools and dashboards. They work with any other OpenTelemetry tool that accepts a standard OTLP endpoint. The new feature can be used to debug agents, improve agents with production data, and track usage across an organization.
Anthropic added OpenTelemetry tracing across Claude Managed Agents, the Messages API, and Claude SDKs.
Google's Deep Review is an agent AI system engineer designed to provide rigorous feedback and technical verification on complex documents. It was initially designed for computer science academic paper analysis, but its capabilities have since expanded to reviewing documents across many domains. Deep Review will initially support PDFs and plain text as input formats, but support for multi-file inputs will arrive soon. Google believes that tools like Deep Review will play a significant role across the peer review process in the coming years by empowering both authors and reviewers.
Google Research's Harness² lets agents iteratively improve their prompts, tools, memory, and orchestration without changing model weights. It refines the harness for each task and then carries evidence-backed lessons forward to improve future tasks.
TLDR is hiring a senior engineer to build the agent-first operating layer used across the company. We're looking for a builder who has taken an LLM agent to production and still owns it. Click here to learn more [18].
Routers have emerged as a new primitive of the AI stack. They promise to handle the complexity of model management and help companies benefit from new models without revisiting model selection across every application themselves. Every router shares the same fundamental design, but they differ in how they decide. This post provides an independent comparison of current routers and looks at how today's routers compare with single models on quality and cost.
Stratospheric GPU prices will be one of the easiest indicators of AGI to monitor and trade on. A 10x price jump in the price of AI compute will be the clearest sign that agents can finally outperform humans at most economically valuable work. The price would need to rise to an estimated $30 per H100-hour to reach this point. Supply will always be limited to the amount of available compute in the world, so something has to give.
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Leaders from Replit, Fin, Snowflake, Clay, and Growth Unhinged discuss what to meter, when to revisit a pricing model, and how to
This post introduces a push-based NIXL connector that moves post-prefill transfer coordination and setup off the critical path, resulting in improved application responsiveness, particularly at high request rates.
Ling-3.1-flash is a native hybrid reasoning model designed for complex, real-world tasks with 560 billion total parameters, 25 billion active parameters per token, and a one-million-token context window.
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Netflix described the infrastructure it uses to detect faulty GPUs and network hardware, automatically remediate unhealthy machines, and keep distributed training jobs alive through hardware failures.
HiRO-ACEv2 simulates extreme weather at high accuracy and generates global 3 km climate data at 1/300th the cost of X-SHiELD.
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The GMGN Global Championship starts October 17, with every onchain trade on GMGN tracked on a public leaderboard. The top six traders head to a live Grand Final in London during Solana Breakpoint, where the champion takes home a custom-built Aston Martin Vantage. Ten daily champions also win 18K white-gold dog tags. Entry is free, and you trade with your own funds (starting capital is capped at $2,000, so skill matters more than size). SIGN UP FREE [5] by October 25 and SEE
A British software engineer has filed suit against BitMEX operator HDR Global Trading in London's Commercial Court, seeking return of 324.8 BTC (~$27.2M) on the grounds that BitMEX conducted regulated derivatives activity in the UK without FCA authorization. The claim, filed under the Financial Services and Markets Act 2000, targets 1,053 losing perpetual swap trades across five accounts from 2018 to 2022, arguing those contracts are unenforceable against UK residents who dealt with an unauthorized firm. A deceit claim accompanies the restitution suit, alleging BitMEX knew it lacked authorization while representing to clients it could lawfully trade with them. Barber's legal team at Seladore Legal suggests other UK users entered similar contracts, putting total potential exposure at hundreds of millions of pounds, with BitMEX having closed operations on September 23.
Strive acquired 3,311 BTC between October 5 and 9 for $280M at an average of ~$84,500, bringing its total treasury to 32,773 BTC and ranking it fifth among publicly traded corporate Bitcoin holders. The purchase was financed through its Variable Rate Series A Perpetual Preferred Stock (SATA), alongside a $208M warrant exercise, with cash reserves growing to $310.3M through the period. Bitcoin holdings expanded 11.2% against a 9.4% rise in effective common share count, benefiting existing shareholders on a per-BTC basis. CEO Matt Cole has targeted second-largest public corporate holder by year-end, though Strive currently trails Metaplanet by 11,227 BTC.