AI Industry Development & Policy Dynamics

This article points out that when an AI answering engine queries, it retrieves and cites webpages in real time; if the sources are AI-generated or lack evidence, the results get contaminated. This can take effect without further training and is called retrieval contamination. Although Gemini3 has high accuracy, 56% of its answers lack verifiable sources. Case studies such as Lily Ray and Grokipedia show that AI can be easily fooled by self-created content. The conclusion is that the citation layer becomes decoupled from reliable authors, forming a self-reinforcing contamination loop; users still need to trace back to the original sources and should not treat the answer as the endpoint of fact-checking.

Gate News message, April 23 — Anthropic submitted a filing to the U.S. Court of Appeals for the D.C. Circuit stating that once its AI models are deployed in Pentagon environments, the company has neither visibility nor technical means to control or shut down the models, and no "kill switch"

Gate News message, April 23 — Anthropic has introduced /ultrareview (research preview), a cloud-based multi-agent code review feature for Claude Code. Users can type /ultrareview in the CLI to launch a group of review agents in a remote sandbox that work in parallel to examine diffs between the

Gate News message, April 23 — OpenAI announced the rollout of workspace agents in ChatGPT on April 22, introducing shared AI agents designed to automate complex tasks and extended workflows across tools and teams within an organization. The agents are powered by Codex and operate in a cloud-based en

Gate News message, April 23 — Alibaba Cloud officially released JVS Crew, an enterprise-grade AI Agent construction platform designed with an "integration-first" approach. The platform enables enterprises to quickly embed AI Agent capabilities into existing apps, SaaS services, or smart hardware

Lenovo opened an artificial intelligence innovation center on April 23 at the Hong Kong-Shenzhen Innovation and Technology Park, according to Xinhua. The move makes Lenovo one of the first large multinational technology companies to establish operations in the Hong Kong Park of the Innovation

Gate News message, April 23 — Google researchers, including He Kaiming and Xie Saining, published a paper introducing Vision Banana, a general-purpose vision understanding model created through lightweight instruction fine-tuning of the company's Nano Banana Pro (Gemini 3 Pro Image) image

Gate News message, April 23 — Samsung Electro-Mechanics announced it can supply key components for AI data centers and is targeting increased orders in the second half. The company claimed to be the only supplier able to provide core component solutions for AI data centers, though it did not

Gate News message, April 23 — Daniel Edrisian, a former engineer from OpenAI's Codex team, has announced the launch of Blackstar Computers, an AI hardware company that has completed a $12 million seed funding round. Abstract led the round, with participation from SV Angel, Naval Ravikant, Chapter

Gate News message, April 23 — YGG Play and Verse8 announced Bank or Plank as the winner of BuidlHack 2026's Casual Degen track, with 120 teams competing to build playable crypto-native games using AI tools in Seoul during Korea BUIDL Week. Bank or Plank, a 3D multiplayer pirate board game created b

CITIC Financial Holding, led by CITIC Financial Holding’s 16 financial institutions, announced the launch of the “Financial Large Language Model FinLLM” project. The first release of the banking model is expected to be published in August, and in 2026 Q1, AI agents based on FinLLM will be introduced. Training will begin in May, with a budget of approximately 40–70 million yuan. Due to regulatory and localization needs, local data training will be the core, strengthening sovereign AI, building shared infrastructure, and extending to inclusive finance. The plan has been incorporated into the national AI development plan and has received cross-ministry support.

Gate News message, April 23 — ByteDance's Seed team released Seed3D 2.0, a text-to-3D model that generates textured 3D assets from a single image. The upgrade focuses on geometric precision and material realism, with the API now available on Volcano Ark. Geometric generation employs a

Google CEO Sundar Pichai announced at Google Cloud Next in Las Vegas on April 22 that Google plans to invest $175 billion to $185 billion in 2026 in capital expenditures to build the infrastructure needed for autonomous AI agents, up from $31 billion in 2022.

According to the official April 23 announcement by the Google Jules team, Jules’s product positioning has been upgraded from an asynchronous coding agent to an “end-to-end agentic product development platform.” The new version can read the full product context, independently determine the next steps for building, and submit a PR. The official also announced that the new version candidate list is now open.

Gate News message, April 23 — Google's Jules team announced the opening of a waitlist for a new version of the product, repositioning Jules from an asynchronous coding agent to an end-to-end agentic product development platform. According to the official description, the upgraded platform reads enti

Perplexity uses SFT followed by RL with Qwen3.5 models, leveraging a multi-hop QA dataset and rubric checks to boost search accuracy and efficiency, achieving best-in-class FRAMES performance. Abstract: Perplexity's post-training workflow for web-search agents combines supervised fine-tuning (SFT) to enforce instruction-following and language consistency with online reinforcement learning (RL) via the GRPO algorithm. The RL stage uses a proprietary multi-hop verifiable QA dataset and rubric-based conversational data to prevent SFT drift, with reward gating and within-group efficiency penalties. Evaluation shows Qwen3.5-397B-SFT-RL achieving top FRAMES performance, 57.3% accuracy with a single tool call and 73.9% with four calls at $0.02 per query, outperforming GPT-5.4 and Claude Sonnet 4.6 on these metrics. Pricing is API-based and excludes caching.

Gate News message, April 23 — TikTok announced a comprehensive crackdown on AI-generated content that infringes on user rights, disclosing that it has removed over 538,000 videos and penalized more than 4,000 accounts to date. The platform will prioritize enforcement against AI deepfakes, voice

Gate News message, April 23 — Fu Peng, chief economist of Xinfire Group, shared his outlook on the convergence of traditional finance and crypto assets during the 2026 Hong Kong Institutional Digital Wealth Management Summit. According to Fu, the integration of traditional financial institutions wit

OpenClaw switches from Pi to Codex harness to fix a silent authentication fallback, with two PRs addressing the bridge and fallback; post-fix, the agent shifts from shallow heartbeat polling to a full work loop, enabling progress. Abstract: OpenClaw’s Codex harness optimization addressed a critical authentication flaw that caused silent fallback to the Pi harness when using Codex with OpenAI models. Two pull requests fix the authentication bridge and prevent silent fallback, changing the runtime adapter. As a result, agent behavior evolves from shallow heartbeat polling to a full work loop that reads context, analyzes tasks, edits repositories, and verifies progress, improving continuity and visibility across heartbeats.