Global AI Pulse

Research Advances

• 🔥 Agentic Workflow Distillation: A new paper shows a full agentic workflow (multi-step LLM calls, tool use, scratchpads) can...

DeepSeek-v4-pro now costs just one-quarter of its prior price, slashing inference expenses for multi-step agent loops and unlocking wild prototyping...

Gemini 3.5 Flash outperforms 3.1 Pro on many vision use cases like Roboflow evals while running ~6x faster on average. This underscores strong multimodal improvements in the latest update.

• OpenAI's new reasoning model generated an original proof disproving Paul Erdős' 1946 discrete geometry conjecture, with supportive comments from...

llm-checker helps developers identify runnable models via three CLI steps: global npm install, hardware detection, and category-based recommendations like coding. The tool removes guesswork when selecting compatible LLMs for local setups.

Traditional compilers deliver deterministic results, but LLMs introduce a non-deterministic translation layer that requires stronger safeguards.

Key...

VibeML automates specialized model creation from prompts in minutes via AI agents, slashing months-long efforts for enterprises.

Cerebras argues...

Researchers are tackling LLM efficiency from distinct angles: smarter tokenization and dynamic memory.

• Linear-programming tokenization delivers...

True cross-device AI assistants deliver consistent memory and capability across surfaces.

• Vellum tops the list with persistent shared memory on...

DeepSeek seeks $10B to prioritize AGI research and open-source models while de-emphasizing near-term commercialization. Backed by Tencent, IDG Capital, and state funds, the move marks a clear shift toward long-horizon AI bets.

Microsoft released Copilot for GCC-High in December 2025, extending generative AI tools to defense contractors and DIB organizations handling ITAR,...

AMD is investing more than $10 billion in Taiwan's semiconductor ecosystem to expand advanced 2.5D chip packaging capabilities. The funding deepens...

Continual Harness lets AI agents self-improve in real time by rewriting instructions, spawning tools, and retaining memories without resets....

Experts from IREN and KubeCon 2026 agree: physical infrastructure and orchestration now limit AI scaling more than GPU availability.

• IREN...

A hands-on tutorial walks through deploying hardware-accelerated apps on the Kria KV260 using Vitis 2025.2, starting with the simple vadd kernel as a...

Open-source tools are addressing AI-specific threats like prompt injection, workflow hijacking, and agent abuse.

• VulHunt: Binary vulnerability...

AWS emphasized moving Industrial AI from pilots to factory-wide deployment at Hannover Messe.

• 85% of manufacturers remain stuck in pilot phases for...

Dell is shifting focus from AI hype to practical deployment, positioning its AI Factory as the bridge from pilot to production.

• End-to-end...

Vision foundation models excel at scene understanding for gaze following yet contribute little to actual gaze reasoning. A head-conditioned local...

Enterprises face converging challenges in scaling agents. Key patterns emerge across sources:

• Centralize oversight to eliminate shadow AI, reduce...