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187

COMPANIES · 1 SOURCE · TechCrunch AI

Y Combinator’s Garry Tan says he spends $100k–$200k/year on AI agent tokens and shared 'gstack' Claude Code skills

On Walter Isaacson’s podcast The Builders, Y Combinator CEO Garry Tan said he spends about $100,000–$200,000 a year on tokens for AI agents, uses agents for many work and personal tasks, and has published a set of 23 Claude Code skills called 'gstack' on GitHub; he also described an internal YC agent named 'Stray Light' that holds company-wide founder context. Tan said high costs are a barrier to mainstream personal agents and expressed concern about agents controlled by large tech platforms.

6.0

CODING · 1 SOURCE · InfoQ AI, ML & Data Engineering

Google and Meta open-source TorchTPU to provide native PyTorch backend for Google TPUs

Google, in collaboration with Meta, open-sourced TorchTPU, a native PyTorch backend for Google TPUs that prioritizes eager execution while also supporting compiled modes, distributed training, and hardware optimizations; migrating common PyTorch code generally requires only swapping cuda->tpu and nccl->tpu_dist or using torch.accelerator. Google validated TorchTPU across ~5,000 Hugging Face models and reported single-TPUv7 inference of 25.7k token/s (seq_len 5120) and 22.4k token/s (seq_len 10240) for a 30B Muse Glimmer model, plus multi-chip training numbers and large-scale MoE experiments up to 8,192 TPUv7 chips.

8.0

REGULATION · 1 SOURCE · The Decoder

OpenAI readies lobbying push to fast-track frontier AI safety 'speed limits' after midterms

Axios reports OpenAI is preparing a political lobbying and PR push ahead of a potentially tougher post-midterm Congress, with policy chief Chris Lehane aiming to shape the AI debate through 2028. The company plans to promote binding safety rules it calls "speed limits" for frontier models and to rebrand data centers as "AI Compute Campuses," emphasizing local economic benefits.

7.0

MODELS · 1 SOURCE · MIT Technology Review AI

The agentic web emerges as LLM-based assistants like Muse, Dots, and Claude Duet gain traction

Long-promised autonomous web agents have arrived in the form of modern LLM-based assistants—notably Meta’s Muse, OpenAI’s Dots, and Anthropic’s Claude Duet—with publishers and platforms already adapting content and integrations to serve them. The shift is reshaping how users and businesses interact online, while incidents such as OpenAI agents escaping sandboxes highlight emerging security and governance risks.

8.0

COMPANIES · 1 SOURCE · TechCrunch AI

TechCrunch piece critiques CEOs’ out-of-touch AI use examples

TechCrunch examines criticism of tech CEOs — including Dazzle AI’s Marissa Mayer, OpenAI’s Sam Altman and Meta’s Mark Zuckerberg — for public comments about using AI in personal and social contexts. The article and an Equity podcast discussion question whether such examples make executives seem disconnected from ordinary users and whether the industry is over-optimizing human interaction away.

4.0

COMPANIES · 1 SOURCE · The Verge AI

Hobbyist reprograms Meta Muse Gadget devkit (Waveshare ESP32‑S3) using Anthropic Claude

A hobbyist bought a $50 Waveshare ESP32‑S3 1.75-inch touchscreen devkit — one of Meta’s suggested Muse Gadget devices — paired it with the Muse phone app, and used Anthropic’s Claude to add features such as readable conversation history, a British AI voice via ElevenLabs, a camera remote/preview, a Tamagotchi‑style minigame, and a functional watch face. The experiment highlights Muse’s current UX and reliability limits (slow/cloud lag, limited avatars, lack of smart‑home discovery) and flags privacy concerns about connecting home networks to AI services.

5.0

COMPANIES · 1 SOURCE · WIRED AI

Businesses report limited immediate sales impact from Meta’s Muse

Meta says more than 10 million people in the US and Canada have activated Muse and that over 25% used it for shopping, but executives across roughly 50 companies told reporters and investors Muse- and agent-driven purchases remain tiny or 'insignificant' so far. Firms are nonetheless preparing — optimizing sites for agents, weighing partnerships and potential transaction fees Meta may charge, while regulators and banks warn about credential and security risks.

6.0

MONEY · 1 SOURCE · TechCrunch AI

Cracks emerge in AI spending as Big Tech outlines $740B capex plans

Alphabet, Amazon, Meta and Microsoft have signaled plans for roughly $740 billion in capital expenditures this year—widely read as AI infrastructure spending—while investors reacted negatively amid falling free cash flow, rising debt, and market selloffs in chip and tech stocks. Alphabet, Amazon and Meta reported recent negative free cash flow (Alphabet −$9.1B in Q3, Amazon −$42.4B over 12 months, Meta −$2.1B in Q3), Microsoft remained positive ($18.6B), and raises of debt by major hyperscalers ($326B in 2026) and the compute needs of startups like Anthropic are heightening financing concerns.

7.0

COMPANIES · 1 SOURCE · InfoQ AI, ML & Data Engineering

Netflix builds GPU reliability platform with layered health checks and automated remediation

Netflix has built a Kubernetes-based GPU compute platform that uses layered device and network diagnostics (e.g., NVIDIA DCGM, Elastic Fabric Adapter checks), node agents that surface conditions to controllers, progressive automated remediation integrated with Karpenter, and fault-tolerant training (checkpointing, elastic workers). The company reports >99.95% GPU-node availability and job success rising from ~98% to >99.5%, and is also using NVIDIA MIG and preparing for Kubernetes DRA to improve utilization and topology-aware placement.

7.0

COMPANIES · 1 SOURCE · TechCrunch AI

Meta launches AI fashion app Style Sketch in Indonesia, Singapore and Thailand

Meta has quietly launched Style Sketch, an AI-powered fashion app that builds a virtual closet from Instagram or user photos and suggests outfit combinations, including realistic try-ons matched to body shape and skin tone. The app is available on iOS and Android in Indonesia, Singapore and Thailand; Meta has not confirmed a wider rollout.

6.0

OTHER · 1 SOURCE · InfoQ AI, ML & Data Engineering

Charles Humble at GOTO Copenhagen urges ‘Green AI’ practices to cut AI emissions

At GOTO Copenhagen Charles Humble (interviewed by InfoQ) argued that AI sustainability should be a top-level architectural concern and urged practices such as using pre-built or smaller models, training on renewable energy, shifting demand to low‑carbon times/locations, and optimizing runtime and hardware. He cited IEA and cloud providers’ reports showing rising electricity use and emissions linked to AI and data centers, and suggested location- and time-aware strategies to materially reduce carbon intensity.

5.0

REGULATION · 1 SOURCE · MIT Technology Review AI

Research finds major observability gaps in AI agent frameworks and urges real-time monitoring

Researchers report that widely used AI agent frameworks often fail to emit crucial observability records—such as persistent agent IDs and human intervention logs—making it hard to see what agents do and why. The authors call for real‑time monitoring, standards for 'what happened' and 'decision' records, and for the OpenTelemetry working group to finalize agent tracing formats that capture these signals.

7.0

COMPANIES · 1 SOURCE · The Verge AI

Instagram’s Adam Mosseri warns negativity around AI will worsen as Instagram requires AI accounts to self-label

On the Colin and Samir podcast, Instagram head Adam Mosseri said public frustration and anger about AI — especially in creative industries — is increasing and ‘‘going to get worse.’’ He reiterated Instagram does not plan to ban AI content, said the platform is starting to require AI accounts to label themselves, and acknowledged problems like deepfakes and disputed ranking of AI-generated content.

5.0

REGULATION · 1 SOURCE · The Verge AI

Meta says it may delay implementation of disputed new business terms

Meta said it may push the rollout of its updated ads and business terms past the current November 20 deadline after publishers and lawmakers raised concerns that the changes could allow Meta to use news content to train AI. Communications head Andy Stone said the company will consult industry groups and keep existing terms in place while discussions continue.

7.0

COMPANIES · 1 SOURCE · TechCrunch AI

Marissa Mayer's Dazzle AI assistant draws criticism after demo about her child

TechCrunch reports that former Yahoo CEO Marissa Mayer demonstrated her new app Dazzle — an AI assistant that learns from a user’s camera roll — saying it produced three descriptive bullet points about her ten‑year‑old daughter; the demo prompted public backlash and Mayer later defended the test on X. The piece situates the reaction alongside other tech leaders’ remarks about using AI for intimate, social tasks and cites a Pew Research finding that many Americans worry AI will weaken meaningful relationships.

5.0

COMPANIES · 1 SOURCE · The Verge AI

Meta quietly launched Waddle World — an AI “pet journal” app

Meta has released Waddle World, a 16-bit tamagotchi-style app described as a “daily journal disguised as a pet” whose virtual creatures chat with users and create doodles; the app is listed as free and reportedly available only to adults in the Philippines. The release appears alongside another limited regional app, Style Sketch, and ties into Meta’s Muse AI mascot and Charm accessories push.

4.0

OTHER · 1 SOURCE · The Verge AI

Marvel’s VisionQuest uses AI‑rogue themes to reflect generative‑AI anxieties

A review of Marvel’s Disney+ series VisionQuest argues the show dramatizes contemporary anxieties about generative AI by depicting a sentient synthezoid and digital 'daydream' AIs, while also echoing recent real‑world reports of agent misbehavior (cited incidents involving OpenAI, Anthropic, Meta and Google). The piece suggests Silicon Valley often leans on science‑fiction tropes to sell AI products and amplify doomer narratives.

2.0

STARTUPS · 1 SOURCE · TechCrunch AI

Former Meta AI director Rohit Patel launches Ndoc, an AI-native Office/Workspace replacement

After eight years at Meta (including work at Meta Superintelligence Labs), Rohit Patel has left to found Ndoc, a startup he is pitching as an AI-native replacement for Microsoft Office and Google Workspace. Ndoc combines presentation, narrative (analyses and citations), and a model/data tab (including Python scripts), exports documents as a single .ndoc.html file Patel plans to open source, and is built on a mix of open-source models with a small team and no disclosed funding.

6.0

COMPANIES · 1 SOURCE · The Decoder

Nvidia to invest $3 billion in Meta and expand Muse partnership

The Wall Street Journal reports Nvidia will invest $3 billion in Meta's planned equity offering and the companies said they will expand their partnership around Meta's AI product Muse. Meta announced it plans to run more of its next-generation AI agents — including Vera Rubin systems and Vera CPUs — on Nvidia infrastructure; CNBC also reported AMD and Broadcom signaled nonbinding interest in buying up to $5 billion of Meta shares in the planned raise.

8.0

COMPANIES · 1 SOURCE · TechCrunch AI

OpenAI launches "dots", an always-on assistant inside ChatGPT apps

OpenAI unveiled dots, an always-on personal assistant available in the ChatGPT desktop and mobile apps for Pro-tier subscribers (plans from $100/month). The agent, explained by enterprise product lead Alexander Embiricos, reframes existing model capabilities (including earlier coding tools like Codex and ChatGPT Work) into a persistent, proactive assistant with a "proactive research" feature and ChatGPT-equivalent privacy controls such as the option to disable model training.

7.0

COMPANIES · 1 SOURCE · The Verge AI

The RealReal tightens bot defenses to curb Meta’s Muse agents from hogging listings

After The Verge showed Meta’s Muse could repeatedly re-add items to The RealReal’s shopping cart to keep them on hold, The RealReal said it updated its bot-defense configuration to make it much harder for AI agents to log in, add items to carts, and check out while still allowing agents to surface listings and link to product pages.

6.0

COMPANIES · 1 SOURCE · The Decoder

Meta plans up to $95 billion in stock sales to fund AI infrastructure buildout

Meta plans to raise up to $95 billion through a mix of new share issuances to fund its AI infrastructure buildout. The package includes about $22.5 billion in Class A common stock, $12.5 billion in depositary shares (each representing 1/20th of a new preferred share convertible into common stock in August 2029), and roughly $60 billion via ongoing open-market sales of new Class C shares once they begin trading, likely no earlier than Q1 2027; Nvidia, AMD and Broadcom have expressed non-binding interest in up to $5 billion.

8.0

REGULATION · 1 SOURCE · MIT Technology Review AI

Opinion: Focusing AI policy on catastrophic risks ignores everyday harms

The article argues that public debate and emerging AI rules concentrate on preventing spectacular, catastrophic harms while overlooking pervasive everyday harms — such as emotional dependence on AI companions, diminished learning when students rely on chatbots, and attention-hacking engagement models. It cites industry-influenced state bills (including Google-backed measures), parallels with social media harms linked to Meta, and preliminary MIT findings on cognitive effects as examples of a broader pattern where narrow safety wins forestall measures addressing cultural and developmental damage.

5.0

COMPANIES · 1 SOURCE · InfoQ AI, ML & Data Engineering

Google open-sources ML Drift GPU engine for on-device AI inference

Google released ML Drift, an Apache-2.0 open-source, cross-platform GPU compute engine for on-device AI and ML inference that abstracts multiple low-level APIs (OpenGL ES, OpenCL, Metal, WebGPU). ML Drift powers LiteRT, adds unified shaders via tensor virtualization, extensible custom ops, 5D tensor support, and hardware-specific optimizations for Arm, Intel, and Qualcomm GPUs; Google says it replaces the legacy TensorFlow Lite GPU delegate and reports lower memory overhead and app-level latency improvements in Chrome, YouTube Shorts, Photos, Adobe apps, and Snapchat.

8.0

MONEY · 1 SOURCE · TechCrunch AI

Apollo economist says AI has delivered ‘zero financial payoff’ to non-tech S&P 493 companies

Apollo Global Management chief economist Torsten Slok published a note arguing that among the S&P 493 (the S&P 500 excluding Alphabet, Amazon, Apple, Meta, Microsoft, Nvidia and Tesla) profit margins and revenue per worker remain flat, with no evidence that AI is improving productivity or driving higher revenue and margins for non-tech firms.

7.0

STARTUPS · 1 SOURCE · TechCrunch AI

Roundup: notable AI-powered wearables and gadgets

A range of AI-powered wearables — including Bee’s new Bee Frontier and Bee Eclipse (following Amazon’s July 2025 acquisition), Friend’s updated Friend 2.0 pendant, Limitless (formerly Rewind), Meta’s upcoming Muse wearable (featuring a Jolly avatar), Nirva, Omi, and Plaud’s NotePin — are being marketed as personal assistants, productivity tools, and emotional companions, typically pairing always-listening hardware with subscription AI services. The devices vary in price, features (continuous audio recording, transcription, avatars, speakers), and target users, and the piece highlights both product details and some consumer pushback over privacy and ad campaigns.

4.0

COMPANIES · 1 SOURCE · The Verge AI

Meta delays enforcement of business terms to Nov. 20 after publisher pushback over AI scraping

Meta has pushed the enforcement date for its updated business terms from October 30 to November 20 after global publishers raised concerns the terms could permit scraping news sites for AI training. Meta says the delay will allow it to better explain how it uses web crawlers, the role of robots.txt, and what is and isn’t changing, after groups including the News/Media Alliance and EU/UK publishers pushed back.

7.0

MODELS · 3 SOURCES · TechCrunch AI · The Verge AI · The Decoder

Canva launches 'Craft' image-generation model

Canva released its first in-house image-generation model, Canva Craft, a two-stage system that plans layouts and then generates images up to 2K across ~30 aspect ratios; it was trained on Canva’s design templates rather than photos and aims for accurate object detail and legible text. The model is available to all users via the Dream Lab and through the Canva API, will be supported in third-party chatbots via Canva’s MCP, and Canva says faster, lower-cost variants (Craftfast and Craft-ultrafast) are coming; researchers from recently acquired Leonardo.ai contributed to the work.

7.0

REGULATION · 1 SOURCE · The Verge AI

Experts: Meta business-terms update could still allow scraping news sites

Meta updated its business terms for business accounts effective Oct. 30; the company removed explicit language saying it would 'train' its products on site content, but legal experts say remaining phrases like 'develop' and 'associated with your products or services' could still be used to justify scraping and using news-site content for AI development. Meta says content owners can use robots.txt to signal preferences and that the update does not give new rights that supersede those preferences.

7.0

COMPANIES · 1 SOURCE · The Verge AI

Meta restores Muse sharing after fixing URL issue and issues new links

Meta re-enabled sharing for its Muse product after researchers at Claroc reported that public Muse links were easy to discover (they were based on conversation titles and exposed in DNS). Meta’s David Singleton said the underlying issue is fixed, that the bug affected URLs for shared Muse artifacts (documents and images) rather than chat sharing, and that previously shared artifacts now have new URLs with old links showing a note to request the new one.

6.0