Chinese Tech Daily — 2026-06-28#

Top Story#

DeepSeek Suddenly Releases DSpark, Putting an End to “Toothpaste-Squeezing” AI Responses DeepSeek, in collaboration with a Peking University team, has open-sourced DSpark, a new confidence-scheduled speculative decoding framework designed to dramatically accelerate large language model inference. By dynamically adjusting validation lengths based on system load and hardware awareness, DSpark pushes the boundaries of AI serving efficiency, increasing the single-user generation speed of DeepSeek-V4-Flash and Pro models by up to 85% and 78%, respectively. This release underscores a major industry shift: the frontier of AI competition is no longer just about training powerful models, but rather mastering the complex systems engineering required to deliver them quickly and cheaply.

Engineering & Dev#

On the developer tooling front, GitLab 19.0 Embeds Agentic AI in Credentials, Merge Requests, and Supply Chain Security introduces a beta Secrets Manager and an expanded Developer Flow agent that can automatically resolve reviewer feedback and merge conflicts. This release aims to keep teams in control of their deliverables even as AI accelerates code generation, while also shifting GitLab Duo Core to usage-based pricing.

For the Apple ecosystem, Apple Introduces the Core AI Framework at WWDC to succeed Core ML. It enables developers to run generative AI and LLMs—ranging from 3 billion to 70 billion parameters—entirely on-device with Apple Silicon, ensuring user privacy and zero server costs while supporting converted PyTorch models.

In cloud infrastructure news, enterprise compliance is facing a major test as Fable 5 Models on Bedrock Require Sharing Inference Data with Anthropic. This mandatory 30-day data retention policy breaks AWS’s traditional data isolation boundaries, causing severe pushback from regulated industries over legal and privacy risks, before AWS eventually suspended access to the models citing US export controls.

Products & Digital#

In the productivity space, a deep dive into note-taking philosophies explores Why Block-Based Hujing Notes Triumphs Over Markdown. The author argues that while open markdown tools like Obsidian and Logseq are popular, Hujing’s (Orca Notes) underlying block design and departure from easily readable markdown files actually offer better protection for raw human thought against AI tampering.

In automotive tech, Huawei detailed how Digital Control is Replacing Mechanical Tuning in the Turing Chassis. Showcased on the massive Zunjie S800 Grand Design, the platform utilizes multi-precision parallel computing and prioritized communication links to proactively unify the control of drive, braking, steering, and suspension in milliseconds.

Meanwhile, the highly competitive off-road EV market sees a new entrant with the Launch of the Mengshi M817. Starting at 299,900 RMB, the SUV blends a 2.0T plug-in hybrid powertrain, an 800V architecture, and original Chinese design aesthetics with Huawei’s Qiankun smart driving and HarmonyOS cockpit, aiming to serve as both an extreme off-roader and a comfortable family vehicle.

News & Commentary#

Raising significant security questions, Beijing Confirms a Small Plane Crashed into “China Zun”. The light aircraft struck the CITIC Tower in Beijing’s central business district, killing the pilot and injuring 13 people. The incident has baffled observers given the capital’s typically strict airspace controls and the fact that the plane originated from a flight training school roughly 50 kilometers away in the suburban Pinggu district.

On the consumer rights front, CCTV Exposes Fake Reviews and “Commercial Traps” in Online Tech Content. State media highlighted deceptive practices ranging from falsified baby formula tests to smartphone benchmarking fraud orchestrated by hardware manufacturers. This coincides with a new regulatory push by the Cyberspace Administration to mandate that professional review accounts base their evaluations on objective, traceable data.

Also Noted#

• Three Months of Harness Engineering Practice · A brief reflection on recent software engineering, DevOps, and CI/CD implementations using Harness.