An analysis of a resurfaced 2024 interview with Scale AI founder Alexandr Wang argues that Palantir’s enterprise AI growth depends on customer perception, on-site engineering and trust-building as much as on software. It says OpenAI and Anthropic are developing similar deployment capabilities, including frontline deployment engineers and partnerships intended to embed AI systems into regulated enterprises.
According to PingWest, Artificial Analysis' blind-test audio-enabled text-to-video leaderboard places Utopai Studios' post-trained custom model Utopai X second globally at 1150 Elo, behind Wan 3.0 and ahead of Dreamina Seedance 2.5. The studio routes the model through its own PAI production system, which keeps script, character and scene assets, shot plans and revision history in one workspace so directors, writers, producers and post teams make the creative calls. Three features — Cortés, Half Moon and The Most Serious Fart — are slated for theatrical release in 2027, while Utopai has announced a DeNA partnership to trial PAI in animation production and a sports/entertainment IP deal with Carmelo Anthony's Creative 7 Productions.
AMD CEO Lisa Su said the company plans to substantially increase chip supply in 2027 as AI demand grows. The effort is focused on expanding CPU and GPU production for AI and data-center needs, while AMD is also working with memory suppliers to secure capacity.
36Kr interviewed Min Wei, CEO of YingShen Intelligence, about AMD’s reported all-stock acquisition of World Labs for approximately $8.2 billion. Min argued that World Labs’ Atlas and YingShen’s work show sparse-view 4D reconstruction may be reaching a scaling point, while also presenting YingShen’s claimed industrial deployments and performance figures.
A developer involved in a Banjo-Kazooie PC port criticized the growing use of AI coding tools such as Claude in fan-made retro game ports. He argued that these projects often produce hard-to-maintain code, stall because developers lack domain knowledge, and may offer few advantages over emulation.
Speaking at CoreWeave's Fully Connected event, Brandon Hootman, Caterpillar's VP of physical AI platforms and construction autonomy, and Richard Ahlfeld, CoreWeave's SVP of physical AI, described their collaboration on autonomous construction equipment. Caterpillar's digital ecosystem already holds about 18 petabytes of federated data from machines, dealers and customers, while a single machine can generate terabytes of lidar, camera, control and performance data in a day. Working with Nvidia, the partners use AI models to annotate and label incoming field data, cutting work that used to take weeks or months down to hours so the simulation and training loop closes within a workday. CoreWeave named Caterpillar among its enterprise customers in its second-quarter results and launched a Physical AI Field Engineering service in September.
Researchers from iLearn-Lab at Harbin Institute of Technology (Shenzhen) and LV-Lab at the National University of Singapore propose QuantWM, a training-free framework for 2-bit KV Cache quantization in video world models. The team says its query-sensitive clustering and low-rank attention compensation improve visual stability while achieving up to 6.20x KV Cache compression across five evaluated models.
Maket has launched Maket 2.0, an AI platform that combines floor plan generation, plan editing and 3D visualization in one workspace. Users describe the home they want in a chat window — for example a 3,000-square-foot townhouse — and an assistant asks follow-up questions about floors, outline and room counts before generating a plan that can be adjusted via chat or by resizing rooms on the canvas; existing plans can be uploaded as an image or PDF and converted into an editable project. Rooms can then be rendered in 3D using built-in interior styles such as Minimalist or Scandinavian, or a user-supplied reference image, and plans can be exported as PDF or DXF. Maket 2.0 is available now on the web: a free plan offers 30 one-time credits, the Homeowner plan costs $20/month for 300 credits and the Pro plan $100/month for 3,000 credits, with generating or uploading a plan using 20 credits, a render 10 and a layout optimization 5.
xAI says Grok 4.7 is now available through Microsoft Foundry. The source does not provide details about access, capabilities, pricing, or rollout scope.
A 36Kr analysis examines reports that ChatGPT conversation titles sometimes append gambling, adult-advertising fragments, foreign words, or other malformed text. Drawing on user reports and an EMNLP paper about Chinese training-data pollution in OpenAI’s o200k_base tokenizer vocabulary, it hypothesizes that a title-generation model sometimes fails to stop and then emits poorly understood tokens; OpenAI has reportedly acknowledged the issue but has not publicly explained its root cause.
Anthropic reinforcement-learning lead Sholto Douglas said in an interview that a model capable of doing all computer-based work could emerge within a few years. He also projected that annual AI capital spending could reach $4 trillion by 2028 and that global GDP could double in the early 2030s, while colleague Nick Marwell warned of the risks once AI no longer needs human partners.
Google introduced the Developer Knowledge API ecosystem, a structured programmatic interface to official documentation for Google Cloud, Firebase, Android and more, aimed at AI agents, IDE extensions and automated workflows rather than web scraping. The lineup includes gcloud CLI commands (answer-query, documents search-chunks, documents describe), an official agent skill that connects via MCP to Google Antigravity, Claude Code, Cursor, GitHub Copilot and custom frameworks, client libraries for C#, Go, Java, Node.js/TypeScript, PHP, Python and Ruby, and an APIs Explorer for interactive testing. Google says the API is indexed frequently to keep retrieval fresh and reduce hallucinations caused by stale LLM training cutoffs.
A report says PS5 modders have used AI tools to install emulators rapidly as jailbreaks spread across social media. Games requiring newer firmware remain inaccessible, while Sony and hackers continue their apparent cat-and-mouse struggle.
The World Bank raised Vietnam's 2026 growth forecast by 1.1 percentage points to 7.4%, as high-tech manufacturing and exports benefit from surging global AI investment. Finished computers, servers and routers make up about 60% of Vietnam's AI-related exports, and AI-related goods accounted for more than 70% of recent export growth in Vietnam, Malaysia, the Philippines and Thailand. Vietnam's AI-related exports grew from roughly 20% of GDP in 2023 to about 32% in 2025, though the country sits in assembly rather than leading-edge fabrication, leaving it exposed if AI hardware spending slows.
An Android Authority writer describes using Claude to create a dental-practice logo and signage, initially producing attractive mockups and an adjustable design tool. The files developed jagged curves, inconsistent typography, and inaccurate fabrication dimensions, so a human designer had to manually redraw and adapt the final design.
Google began rolling out native editing for .md and .markdown files on Oct. 5 for all Workspace customers and personal Google accounts, so files opened from Drive stay Markdown instead of being converted into Google Docs; users can share, comment and co-edit them, and Drive renders previews with formatted tables and clickable links. Google tied the update to AI workflows in its Workspace announcement, noting Markdown is widely used by large language models to preserve headings, lists and tables and that native support lets people and software agents work on the same files without repeated conversions. Some Docs formatting does not survive: smart chips become text or links, HTML becomes plain text, and font colors, highlights and alignment are removed; rollout can take up to 15 days.
Taiwan's Daying Technology detailed the latest development of ANMAS (AI Network Malware Analysis System) at an IoT trusted-supply-chain event, saying it finished product development in 2025 with a cloud offering and this year added an on-premises edition, with Unitech Computer helping enterprises set up local AI compute. ANMAS uses a small language model with fine-tuning, LoRA and RAG, capturing IoT device traffic in a virtual Wi-Fi environment for PCAP analysis; the company says a 500MB capture that takes an engineer about four hours is cut to roughly 10–15 minutes, and that it does not decrypt HTTPS/TLS but judges anomalies from behavioral features such as connection frequency, timing and destinations. Daying said it has collected more than 2,200 network behaviors and cites about 80% recognition accuracy generally and up to 90% in IoT/OT settings, while working with SGS Taiwan, the Institute for Information Industry, the Taiwan network packet analysis association, Systex's training center, Feng Chia University and Sanwan on verification, deployments and training.
The developer responsible for porting the SNES FPGA core to Analogue Pocket criticized a contributor for submitting an experimental MSU-1 streaming feature as nearly 50,000 lines of large-language-model-generated code. The developer said the unrelated code would require extensive manual review and asked contributors not to submit work they do not fully understand; RPCS3 developers have expressed a similar position.
ServiceNow President and COO Amit Zavery said enterprise demand for AI-powered software remains strong and expressed continued optimism about the broader AI sector. He also said ServiceNow continues to outperform its financial targets, citing a favorable outlook; these are executive comments reported by Bloomberg.
A quote posted on Simon Willison's blog has Ben Affleck describing his long interest in computers and how visual-effects workflows have for years included machine learning. He points to convolutional neural networks — precursors to the transformer — operating on tensors (the numeric encoding of frame, batch and RGB pixel values) to do edge detection and feature extraction, identifying things like a window ledge so a green screen can be pulled and replaced. He adds that he can write "pretty shitty Python scripts."