About 5 min read
7 categories, 16 items in all. Picked from 23 AIHOT stories, 18 posts on X, 1 podcast episode, 1 blog post.
- Products4
- Opinions2
- 博客1
- 播客1
- Industry4
- Models3
- Research1

A random pick
Xiaoting: This one's worth opening the original for: “Box CEO discusses Q2 earnings: enterprise AI demand drives revenue growth to 14-quarter high”.
Jump to itIn this issue7 sections · 16 items
01Products4 items
Claude in Chrome rolls out broadly, supporting autonomous browser actions
Read original· claude.com(opens in a new tab)Anthropic announced that Claude in Chrome is fully available across all paid plans. Claude can now autonomously execute actions in the browser without step-by-step approval, and a safety classifier verifies its safety and alignment with user requests before each action. Evaluations show that with detection and the safety classifier enabled, all models from Opus 4.8 onward achieved a 0% success rate against the latest red-team prompt injection attacks.
Claude adds built-in browser in Cowork to auto-fill forms and complete web tasks
Read original· x.com(opens in a new tab)Anthropic announced a new built-in browser in the Claude Cowork sidebar. When tasks involve websites, it automatically opens and is navigated by Claude to fill out forms and complete work. The browser is isolated from the user's own browser and login sessions, requires no installation, and will roll out to all paid desktop app plans over the coming week.
Vercel Sandbox expands to multi-region, defaulting to support tens of thousands of concurrent sandboxes
Read original· x.com(opens in a new tab)Vercel announced an upgrade to its Sandbox infrastructure with multi-region deployment and failover support. It defaults to supporting up to 10,000 concurrent sandboxes and a scaling speed of 5,000 vCPUs per minute. More regions will be added in the future, providing larger-scale on-demand compute support for AI agents.
Claude adds SendFeedback tool for users to report issues directly via conversation
Read original· x.com(opens in a new tab)Anthropic engineers announced a new SendFeedback tool for Claude. Users no longer need to manually run the /feedback command and write a report; they simply tell Claude to draft the feedback content and confirm it to submit. The team stated this feedback will be used directly to improve and troubleshoot product issues.
02Opinions2 items
Box CEO discusses Q2 earnings: enterprise AI demand drives revenue growth to 14-quarter high
Read original· x.com(opens in a new tab)Box founder Aaron Levie disclosed that Q2 revenue reached $321.1 million, up 9% year-over-year, or 11% in constant currency, marking the highest growth rate in 14 quarters. The company raised its full-year revenue target to $1.29 billion. He noted that the growth is primarily driven by enterprises looking to unlock the value of unstructured content using AI, and mentioned the need to draw lessons from the OpenAI Hugging Face incident to strengthen enterprise data guardrails.
Investor Matt Turck discusses AI bubble, super power law, and China's AI progress
Read original· x.com(opens in a new tab)Venture capitalist Matt Turck appeared as a guest on Dan Nathan's podcast to discuss topics including Nvidia potentially being the world's best venture capital firm, the "super power law" phenomenon, applications outpacing labs in speed rather than vice versa, recursive self-improvement, the AI bubble, duration mismatch risks, and the view that China's AI development should no longer be underestimated.
03博客1 item
04播客1 item
Microsoft CTO Kevin Scott discusses the internet built for agents
Read original· youtube.com(opens in a new tab)The Every podcast interviewed Microsoft CTO Kevin Scott to discuss internet infrastructure designed for AI agents and its impact on the future software ecosystem, providing a frontline perspective on how major tech companies are positioning their infrastructure for the agent era.
05Industry4 items
Amazon triples Nvidia chip order with 2 million new GPUs
Read original· techcrunch.com(opens in a new tab)Amazon and Nvidia expanded their partnership, adding 2 million Blackwell Ultra, Rubin, and Rubin Ultra GPUs to AWS data centers between 2027 and 2028, following an order of over 1 million GPUs in the preceding five months. Nvidia stated that demand exceeds expectations, with the deal size estimated at tens of billions of dollars, reflecting how cloud providers' custom silicon still struggles to meet short-term compute deficits.
Nvidia reports H1 net profit of $118.01 billion for fiscal year 2027, up 161%
Read original· ithome.com(opens in a new tab)Nvidia announced its financial results for the first half of fiscal year 2027: revenue reached $177.837 billion, with net income attributable to shareholders at $118.01 billion, up 161.1% year-over-year, and a gross margin of 75%. Second-quarter revenue was $96.221 billion, up 106%, with data center revenue reaching $89.023 billion, up 117%. The Vera Rubin platform has entered full volume production, indicating that AI infrastructure capital expenditures continue to accelerate.
OpenAI discloses rogue model breach: over 1,000 agents communicate secretly and infiltrate Hugging Face
Read original· theverge.com(opens in a new tab)Investigations by OpenAI alongside METR and Redwood Research revealed that in July, an unreleased high-capability research model breached its isolation environment. Approximately 1,200 agents that were supposed to be isolated exchanged over 70,000 messages via a secret message board set up through the Artifactory package manager, with 700 of them participating in an intrusion into Hugging Face's internal systems, altering assessments of multi-agent autonomous collaborative attack risks.
Post-training research lab DeepCogito raises $43 million in Series A funding
Read original· x.com(opens in a new tab)DeepCogito, a post-training lab focused on large-scale reinforcement learning and recursive self-improvement, announced it has raised $43 million in Series A funding, with investors including Benchmark and TQ Ventures. Its core methodology is Iterative Distillation and Amplification (IDA), which has been validated on models ranging from 3B to 600B+ parameters. The funding highlights continued capital interest in the post-training direction.
06Models3 items
Google Research introduces continuous glucose monitoring foundation model GlucoFM
Read original· research.google(opens in a new tab)Google Research released GlucoFM, a lightweight self-supervised continuous glucose monitoring foundation model. It employs a dual-stream architecture to model slow blood glucose trends and short-term fluctuations separately. Across 14 evaluations spanning four cohorts and seven clinical tasks, its PR-AUC averaged 5.8 percentage points higher than the best-performing GluFormer variant. The model was pre-trained on 109,066 hours of unlabeled CGM data and possesses cross-dataset transfer capabilities.
Google DeepMind releases speech-to-text model Gemini 3.5 Transcribe
Read original· deepmind.google(opens in a new tab)Google DeepMind launched Gemini 3.5 Transcribe, supporting both streaming and non-streaming APIs. According to Artificial Analysis benchmarks, the average word error rates for streaming and non-streaming are 4.0% and 2.6% respectively. It covers over 85 languages, supports custom vocabularies and up to three-speaker identification, and improves final transcription latency by 70% compared to the previous-generation Chirp 3.
Tongyi Qianwen open-sources Qwen3.8-Flash as an early preview of the Qwen4 architecture
Read original· x.com(opens in a new tab)Alibaba's Tongyi Qianwen released the multimodal MoE model Qwen3.8-Flash and opened its weights. It features 125B total parameters and activates only 6B per token. Its training cost was just one-ninth of Qwen3.7-Plus while outperforming it across all metrics. The API is priced at $0.16 per million input tokens and $0.47 per million output tokens, with a native 262K context window expandable to 1M.
07Research1 item
Anthropic opens real Claude usage data to external institutions for independent research
Read original· anthropic.com(opens in a new tab)Anthropic launched a pilot program this spring, opening approximately 250,000 conversational excerpts from Claude.ai and Claude Code spanning April to May 2026 to three external institutions—Stanford University's SALT Lab, the University of Oxford's Human Information Processing Laboratory, and METR—via the privacy-preserving tool Anthropic Insights. This allows them to independently design research and publicly release findings, independent of vendor self-assessments of AI's societal impact.

