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Tesla said it will start selling its two-seat Cybercab, which has no steering wheel or traditional controls, to customers by the end of the year, while federal regulators investigate whether the vehicle meets safety standards. Tesla engineering VP Lars Moravy said Cybercabs produced today are destined for Tesla's own robotaxi fleet and that sales will start small. CEO Elon Musk also said unsupervised Full Self-Driving would reach customers in Q2 next year, described in the article as another delay for Tesla owners.

Anthropic's "Claude Models on Google Cloud (Anthropic managed)" is now generally available, giving Google Cloud customers the full Claude Platform through existing Google Cloud IAM credentials, a single Google Cloud invoice, and drawdown against existing Google Cloud commitments. Anthropic says new features and betas ship on this route the same day they go live on the native Claude Platform — the list includes Claude Managed Agents (beta), code execution, computer use, agent skills, advisor strategy (beta), Files API and citations. Availability is limited to US and Global endpoints, and the Google-managed offering remains a separate option where Google is the data processor.

Anthropic's Applied AI team says that across comparisons in several enterprise deployments, a single agent loop with progressively disclosed context and tools frequently beat both one-prompt-for-everything designs and subagent designs on quality, and often at lower cost and latency per task. One cited company had a dozen specialist subagents inside its customer-facing agent, which made a consistent on-brand experience hard to maintain and added latency that hurt UX; the team says many designs (intent classifier, fixed multi-step pipeline, user-segment buckets, orchestrator) were doing work the model no longer needs, and that one clear system prompt, 4-5 thin data tools and firm output guardrails cover most use cases. They shipped a migration kit with a guided workflow to identify patterns and a demo you can run on a mock system first, and still recommend subagents for context bloat, parallel tasks needing disposable fresh context, or conflicting instructions and tool-selection trouble.

OpenAI's post says Uber is expanding ChatGPT Work — an agent inside ChatGPT Enterprise that connects to Google Drive, Gmail, Google Calendar and Slack — from a 1,000-employee pilot to more than 30,000 employees company-wide, described as Uber's first company-wide agentic platform deployment for knowledge work. GPT-6.1 Sol is named as the default model inside ChatGPT Work, positioned as balancing frontier performance and cost efficiency, with multimodal voice and image capabilities also available. Uber's engineering teams continue using Codex separately, and the rollout is backed by an internal AI skills library, approved integrations and employee training.

mitmproxy commit 1692344 (PR #8500, authored by mhils) adds a boolean `--emudhra` option, default False, that signs TLS certificates with what the changelog calls a "compromised eMudhra intermediate CA key." A companion change (PR #8499) updates the `certifi` dependency to remove eMudhra CAs from precompiled binaries. The commit touches 6 files (+139/-9), including tlsconfig.py and the generated web options, and drew 352 points and 94 comments on Hacker News.

Tesla reported Q3 2026 results after the close on Oct 21, beating analyst estimates of 43 cents EPS and $27.9 billion revenue, even as automotive revenue declined from $28.1 billion a year earlier. On SpaceX's earnings call the previous night, Elon Musk called a merger of SpaceX and Tesla a "good idea" and said both boards have formed special committees to discuss a potential tie-up. Tesla shares are down 14% year to date, with the article attributing pressure to affordable EVs from BYD and Xiaomi gaining ground in Asia and Europe.

Elias Taylor argues that the widely-discussed PHP vulnerability (the post only refers to it as "the number 4") is real and worth patching, but is nowhere near as easy to exploit as Log4Shell, Heartbleed, Shellshock or the RoR YAML bug. His evidence: thousands of "PoC" exploits on GitHub, none of which work against a vanilla PHP instance in Docker, despite roughly 10 hours of the whole software world — and "100,000" LLM-assisted researchers — looking at it. He says the circulating LLM-generated exploits are fake or lab-only, and in at least one linked case the LLM 'cheated' by modifying the test server to introduce a severe vulnerability. The thread drew 618 points and 453 comments on Hacker News.

Blackstone’s Jas Khaira said at TechCrunch Disrupt that fears over debt funding the AI buildout are overblown. Blackstone has $1.3 trillion in assets under management, launched BXN1 as a San Francisco hub led by Khaira, and says it is the largest owner of compute outside the hyperscalers. It committed $5 billion to Crux AI, a neocloud working with Google to commercialize custom TPUs, backed chip startup Etched, and pioneered lending to neoclouds using committed customer contracts and pledged GPUs as collateral.

On its Q3 2026 earnings call, Meta confirmed it will create a new class of non-voting stock and distribute it to all existing shareholders via a stock dividend, with CFO Susan Li saying the class is intended as publicly traded non-voting stock usable for capital raising, employee compensation, and acquisitions while preserving the voting power of existing Class A and B shareholders and the founder-led structure. The quarter showed $64B in revenue, up 26% year over year, against costs and expenses up 68% year over year, and Meta guided Reality Labs losses to shrink from 2025 levels to $18B–$19B. The report originated with Semafor and was confirmed during the call.

The retrieved page contains only Ars Technica's cookie-consent and privacy-center boilerplate, not the article itself. No details about the FCC chair's statements, the polls in question, or any regulatory action are present in the supplied text. The headline references an FCC chair warning media about 'fake polls,' but nothing in the body supports specifics such as names, dates, legal basis, or consequences.

Airbnb will bar hosts from requiring checkout chores — no stripping beds, washing dishes, starting laundry, or hauling trash off the property — for reservations booked on or after November 20. The policy responds to years of guest complaints about doing cleaning work on top of paying cleaning fees, and some hosts on Airbnb's community forums are pushing back, with one saying they may delist after twelve years. Airbnb says limited exceptions remain, but the article text cuts off before detailing them.

The fetched page contains only Ars Technica's Condé Nast cookie-consent and privacy opt-out boilerplate — no article body, no pricing details, no Xbox announcement. The title claims Xbox will charge 24–40 cents per hour to stream games already purchased, but nothing in the supplied text confirms or explains that: no dates, tiers, regions, or terms. There is nothing concrete here to summarize beyond the headline.

IBM reported Q3 revenue of $17.10B vs $16.82B expected and adjusted EPS of $2.95 vs $2.86, with revenue up about 5% year over year. Net income rose to $2.19B ($2.30/share) from $1.74B ($1.84) a year earlier, and IBM raised its full-year free cash flow forecast to an increase of more than $1B. Gross margin was narrower than expected, and CEO Arvind Krishna cited client adoption of 'Super Intelligence' without detailing products, pricing, or deployment numbers.

Railway disclosed on October 21, 2026 that it detected anomalous activity in systems storing customer environment variables; an unauthorized third party may have accessed encrypted variables and obtained decrypted contents for some of them. Railway says the activity appears part of attacks targeting platform companies to compromise AI inference providers, has asked upstream providers to revoke keys, paused all deployments, and recommends users roll every environment variable, API key, and private registry credential. The Hacker News thread drew 348 points and 191 comments.

The only substantive content available is the headline and URL: an Ars Technica report on a survey claiming enterprises waste 28 percent of software budgets on upgrades that IT staff believe will make things worse. The fetched page body is a Condé Nast consent-preferences screen, so the survey's methodology, sample size, vendor sponsor, and the definition of 'unwanted upgrades' are all unavailable. No version numbers, prices, dates, or named respondents appear in the text.

Ars Technica published an item on 2026-10-21 titled "Tesla profits drop 43% in Q3," but the retrievable page content is almost entirely a Condé Nast consent-and-cookie-preferences notice. Apart from the 43% Q3 profit decline in the headline, the text supplies no revenue figures, delivery numbers, margins, guidance, or management commentary. There is nothing in the body to confirm what drove the drop or how it was measured.

TechCrunch will hold Founder Summit 2026 on Wednesday, November 4, 2026, at SoWa Power Station in Boston. The one-day event is positioned as smaller and more hands-on than Disrupt, with agenda sessions on fundraising, AI-native building, and leadership; Brian Devaney of Underscore is listed for 'The New Rules of Raising Capital.' Tickets are offered at a $200 discount for investors and founders.

On Meta's Q3 2026 earnings call, Mark Zuckerberg said the Muse AI app has passed 10 million users, roughly 25% of people who set it up use it daily, and more than a quarter of engaged users who shop through the agent had an average purchase size above $200. Muse uses Plaid's connector for agentic shopping, and Zuckerberg said Plaid reported activity levels it hadn't seen on any other service. Meta says Muse Secure VM protects user data, a Muse Confidential VM that hides content even from Meta is forthcoming, and Meta forecasts Muse will eventually earn more revenue per user than Facebook, Instagram, WhatsApp and Messenger combined, which currently sits at several hundred dollars annually.

OpenAI says it has spent recent months aligning safety policies across customers and partners that provide access to its models, and is updating its Usage Policies effective November 20, 2026 to make requirements clearer for developers. Partners hosting or reselling OpenAI models — including via reseller partners — must keep safeguards consistent with OpenAI's, investigate potential violations, and coordinate on enforcement so restrictions carry across services. The post names GPT-6 Astra as an example of expanding model capability and cites Private Safety Processing as a case of adding safeguards while giving customers control over sensitive data, but does not spell out which specific policy rules changed.

Flapping Airplanes, a year-old AI lab, announced a $1B Series A co-led by Index and Lux at a reported $6B valuation — nine months after a $180M seed from GV, Sequoia and Index that valued it at $1.5B, a 4x jump. The founders (Aidan Smith and brothers Asher and Ben Spector) describe their work as a 'megakernel framework' that can run entire training runs, serve inference, and play video games in a single GPU kernel, and claim it can overlap memory-bound inference with compute-bound training. The excerpt contains no benchmarks, no code release, and no independent verification of those claims.

Tesla said it began producing Optimus humanoid robots at its Fremont, California factory in Q3 2026, calling them the first production-quality bots it has manufactured. The same quarter brought a 43% profit drop: revenue was $28.04 billion versus $28.09 billion a year earlier, EV deliveries were 486,532, energy storage fell 16% to $2.8 billion on tariff-related refunds, and services grew 33% to $4.6 billion as spending rose on Optimus, AI, and autonomous driving.

Recursive released Flint, a free Apache 2.0 coding model on Hugging Face that runs on a laptop and uses a mixture-of-experts design with 40B total parameters but only 2.5B active per task. The company says its Eureka Machine automated research system helped build Flint from scratch in under four months, and that the model can run offline to keep code private and avoid per-token cloud fees. Recursive emerged from stealth in May with $650M at a $4.65B valuation, led by CEO Richard Socher.

Claire Vo tested Claude Duet — Anthropic's phone-based personal agent that inherits your Claude plugins and connectors and is pitched at small business owners and busy professionals — on inbox and Slack triage, a sales pipeline, a Google Docs sales deck, a launch video, and finding Warriors tickets. She calls it the most polished agent launch she's seen (onboarding, task lists, first-class artifacts, Slack-style channels) but says it stalls on real work. Her specific complaints: a "proactive" agent that never nudges you, model latency that kills synchronous use, no desktop app, and single-player only with no multiplayer support — which keeps it out of her working stack.

Automattic has begun layoffs over at least the past week, hitting communications, social, WordPress.com, and the VIP enterprise business, with insiders expecting more cuts. The cuts follow a failed September board attempt to oust CEO Matt Mullenweg that led to complete board turnover and departures of the CFO, interim CFO, and Chief Legal Officer; interim CFO Jeremy Klaperman left earlier this month and comms director Megan Fox said her role was eliminated. TechCrunch also reports Mullenweg shared a departed exec’s spouse health information and COBRA details in internal Slack, shocking employees.

A New Mexico court ordered Meta to pay $25 billion in penalties in a data privacy case tied to the Cambridge Analytica scandal. A Santa Fe jury had found Meta liable for misleading state citizens about how it safeguards and collects user data, concluding there were over 43 million violations of the state's unfair practices act, each carrying a civil penalty of up to $5,000. The judge said Facebook 'did not conduct the comprehensive investigation that it promised' after the Cambridge Analytica revelations.