Search “Google”

English translation is being prepared.

DTE's Michigan Gas Plants Rely on Carbon Capture to Meet Targets, Plan Questioned

In its 20-year plan filed in Michigan, DTE Electric proposes building two new gas plants with a combined capacity of 2.1 GW, coming online in 2031 and 2032 and adding carbon capture and storage (CCS) by 2035, in order to achieve zero-carbon electricity by 2040. The two plants would cost about $6.4 billion, yet CCS has no successful commercial precedent in the U.S. power industry; the only commercial project, Petra Nova, was shut down for three years and failed to meet targets. DTE has signed contracts with Oracle and Google for a combined 2.4 GW of electricity load, and critics argue the expansion is really driven by data center demand. Regulators will review the plan over the coming year.

Pydantic AI Compares Nine Python Agent Frameworks in 2026

Pydantic AI officially released a 2026 comparison of Python AI agent frameworks, evaluating nine frameworks item by item against criteria such as model switchability, durable execution after crashes, human approval, frontend and voice integration, MCP, and observability, and giving the applicable scenarios for each. The article states that Pydantic AI supports 30+ model providers, 8 durable execution engines (Temporal, DBOS, Prefect, Restate, AWS Lambda, Absurd, pgtask, Apache Airflow), 5 speech-to-speech providers, and 10 sandboxes, while also noting that it supports only Python, does not offer a hosted platform, and has fewer retrieval-related integrations than LangChain. The comparison also covers LangGraph/LangChain, OpenAI Agents SDK, Google ADK, Microsoft Agent Framework, Strands Agents, CrewAI, Claude Agent SDK, and Agno, and separately lists the two voice frameworks LiveKit Agents and Pipecat.

Karpathy built HackerTube with Claude, filtering 6,454 videos from 43 million HN comments

Karpathy released the weekend project HackerTube, using Claude to filter 6,454 repeatedly recommended videos from 43 million comments spanning 20 years of HN. The entire project was completed in about 2 hours using Opus 5.5. The site provides recommendations without requiring login, thumbnails are taken from a representative frame in the middle of the video, and the comment analysis data is packaged as a zip file that can be handed to Claude to generate your own version. He used the Mac desktop version of Claude Code and manually did only three things: applying for a Google Cloud API key, starting a VPS, and purchasing a domain. After that, he had Claude handle updates, security hardening, deployment, and code optimization.

Anthropic Opens Message Threads Beta in the Messages API

Anthropic has launched the message threads beta on its Messages API. The API caches conversations server-side, so subsequent requests only need to send the new message and the previous message ID, allowing Claude to start responding faster. The company says the feature is already integrated in Claude Code, with median time to first token for 500K to 1M token requests reduced by about 35%, and median request size for long conversations dropping from about 800 KB to 1.8 KB. To use it, add the thread parameter and beta header to requests. The feature is available on Claude Platform, Claude Platform on AWS, Claude in Microsoft Foundry, and Claude on Google Cloud, and is billed at standard token prices.

Claude Code integrates message threads, reducing first-token latency for long requests by about 35%

After Claude Code integrated message threads, on requests of 500K to 1M tokens, the median first-token latency dropped by about 35%; in long conversations, the median size of a single request fell from about 800 KB to 1.8 KB. Message threads have entered public beta in the Messages API. The server caches the conversation between turns, so callers only need to send the new message and the ID of the previous message, and must add the thread parameter and beta header. It is available on Claude Platform, Claude Platform on AWS, Claude in Microsoft Foundry, and Claude on Google Cloud, and is billed at standard token prices.

Anthropic Opens Public Beta of Message Threads in the Messages API

Anthropic has opened the public beta of message threads on the Messages API. The API caches conversations on the server side, so developers only need to send the new message and the previous message ID, without resending the full conversation. The feature has been integrated into Claude Code; on requests of 500K to 1M tokens, median time to first token dropped by about 35%, and in long conversations the median request size fell from about 800 KB to 1.8 KB. To use it, add the thread parameter and beta header to requests. The feature is available on Claude Platform, Claude Platform on AWS, Claude in Microsoft Foundry, and Claude on Google Cloud, and is billed at standard token prices.

DevFest 2026 Returns: 800+ Community Events Focus on the Agentic Era

DevFest 2026, hosted by Google Developer Groups, will take place from October 1 to December 31, covering 115 countries with 800+ events and an expected nearly 1 million developer participants. The events revolve around generative AI, autonomous agents, Google Cloud, Android, and the Web, under the theme of building, securing, and scaling in the agentic era. Local events are organized by communities in local languages, with Google Developer Experts and Google engineers participating as speakers.

Who Is Really Eating the AI Dividend: Looking at Profit Distribution Through Tech Giants' Financial Reports

The article reviews the latest financial reports of tech giants such as Meta, Amazon, and Google, noting that AWS revenue grew 39% year-over-year, but the group's free cash flow over the past 12 months turned negative at -$42.4 billion, and Alphabet's stock price fell 12.64% in a single day. Anthropic's prospectus shows revenue of $16.286 billion in the first half of 2026, a year-over-year increase of 1300%; compute and infrastructure costs during the same period reached $8.945 billion, and it signed minimum purchase commitments totaling $269.4 billion with Google, Amazon, and Microsoft. In a McKinsey survey, 80% of respondents said AI improved work efficiency, but only 37% believed AI made a positive contribution to corporate EBIT.

360's Tulongfeng achieves a 99.4% success rate and tops the CyberGym vulnerability reproduction evaluation

360 Group's self-developed AI security attack and defense system Tulongfeng topped the CyberGym benchmark test with a 99.4% vulnerability reproduction success rate, competing on the same leaderboard with models and agents from vendors including OpenAI, Anthropic, and Google. The evaluation covers 1,507 tasks, and Tulongfeng's success rates across three independent evaluation rounds were 99.27%, 99.47%, and 99.40%, averaging 99.38%. 360 states that Tulongfeng has discovered more than 15,000 vulnerabilities in total, and more than 500 enterprises have already integrated the system to conduct security testing.

Muse reposted a user's post about using it to track TCPA violations

Seth Rose said that ordinary people block spam texts, but he discovered that TCPA violations can incur a penalty of $500–$1,500 each, so he used @Muse to track potential violations in a Google Sheet. Muse reposted the post, with only two emojis as its text.

Claude mobile upgrade: multi-account switching and CarPlay voice

The Claude mobile app was updated this week: on iPad and iPhone Duo, generated content now opens beside the chat, and iOS and Android support logging in to multiple accounts at once with switching without logging out. On Chromebook, Googlebook, and foldables, an adjustable sidebar, trackpad and right-click support, and keyboard shortcuts have been added; voice mode on iOS and Android responds faster and recognizes speech better in noisy environments, and Apple CarPlay is supported on iPhone.

Anthropic accounts for 34.5% of SpaceX's Q3 revenue, becoming its largest customer

Bloomberg disclosed that Anthropic accounts for 34.5% of SpaceX's Q3 revenue of $14.575 billion, surpassing the U.S. government to become its largest customer. SpaceX's filing labels this customer only as Customer B, and the related payments are for renting Nvidia GPU compute capacity at its Memphis data center; this compute leasing business also serves Google. Anthropic's S-1 filed on October 26 shows that its arrangement with SpaceX reaches up to $120.5 billion by 2029, while its commitments to Google, Amazon, and Microsoft are minimum values of at least $114.5 billion, $110 billion, and $44.9 billion, respectively.

Claude multiple small updates: multi-account login and CarPlay

TestingCatalog summarized a batch of small updates for Claude: the Android version of Claude can now be used like a laptop app, and the views on iPad, iPhone Duo, Chromebook, Googlebooks, and foldable-screen devices have also been optimized; multi-account login has been added; the Claude UI supports 24 new languages; response speed in voice mode has improved, and non-English speech sounds more natural; CarPlay support has been added; the mobile "pull-down search" feature is coming soon.

Peter Yang uses Genie 4 to build 5 worlds in real time

Peter Yang believes that world models are the next big direction for AI after LLMs. In a new video, he demonstrates how to use Google Genie 4 + Gemini to build 5 worlds in real time, including a monster attacking San Francisco, eating ramen at a street stall in Tokyo, and riding a dragon to attack a castle; he says the visuals are excellent, but what impressed him more was the real-time audio and interactivity, and he shares his views on the impact on film and games.

Sunra launches a unified API to call image, video, audio and 3D models at the vendors' original prices

Sunra has released Sunra API, which lets users call all major image, video, audio and 3D models with a single key, billed at each model vendor's own API price, on a pay-as-you-go basis, with no subscription fee and no markup. Rohan Paul relays that Seedance 2.5 costs half as much on Sunra as on two other gateways, and that this unified entry point also makes it easy to run A/B tests on models from Google, OpenAI, ByteDance and Kling.

Pichai says AI feeds back into R&D, and the next year will accelerate due to RSI

Google CEO Sundar Pichai said on the earnings call that AI is helping improve training and release speed, and he expects the next twelve months to keep accelerating due to RSI. The author believes this is not an official announcement of recursive self-improvement, but AI feeding back into the R&D pipeline has already been written into the investor communication minutes. The real change is that the engineering iteration cycle has been compressed; the next stage is a contest over who can hand the R&D pipeline over to AI faster.

Gemini launches immersive exploration feature

Google Gemini has launched an immersive exploration feature, allowing users to delve into topics such as Silk Road trade routes, the interior of jet engines, and the physics of lightning; each scene unfolds in interactive layers and comes with guided narration to help users dig deeper into the content.

The MiniMax Code team open-sources MCode Stack Agent workflows and Skills

The MiniMax Code team has open-sourced MCode Stack, writing the Agent workflows and Skills the team uses daily into installable SKILL.md files and manifests, which can be integrated as plugins into MiniMax Code and any Agents that support Skills. The repository packages stacks by member, among which stacks/ronny/ is the most complete, containing 15 skills covering sub-Agent decomposition, context and tool budget auditing, long-session handoff, independent review, and hotfix judgment. The companion notes/ column MCode Engineering Notes explains the rationale; the six engineering-* entries are adapted from Google Engineering Practices, with the adapted portions under CC-BY 3.0 and the rest under MIT.

October 28 AI Daily Brief: Genie 4 and MAI-Image-2.7 Released

Google DeepMind released the interactive world model Genie 4, which supports natural language control and native audio. It is first being opened to Trusted Testers, with later integration into Google AI Ultra and the Gemini API. Microsoft AI launched the image editing model MAI-Image-2.7-Preview, ranking 3rd on Arena Edit and 2nd on AA-Image-Editing. Liquid AI open-sourced the LFM3 series of six 2B-class text, vision, audio, and omni-modal models, using a triple-hybrid architecture.