Blog
Insights, guides, and updates from the ProBackend team.
Parisian Startup ZML Challenges Nvidia Market Dominance with New Inference Server
ZML, a Paris-based AI startup endorsed by Yann LeCun, has launched ZML/LLMD, an inference-performance server designed to run large language models efficiently across diverse AI hardware, including Nvidia, AMD, Apple, and Intel chips.
Third-Party Testing Shows Heterogeneous Compute Platform Combining H200s and SN50 RDUs Churning Out 763 Tok/s in MiniMax M2.7
SambaNova’s heterogeneous compute architecture—pairing Nvidia H200 GPUs with SN50 RDUs—delivers 763 tokens per second on MiniMax M2.7, reshaping how enterprises approach inference efficiency and air-cooled deployment.
The AI Token Market Is Splitting Into Two: Bargain Basement and Luxury Tier
AI inference pricing is diverging sharply — commodity models are collapsing toward zero while frontier models surge, leaving enterprises grappling with metered billing and runaway token costs.
Google Just Killed Its Own AMP Cache — Here’s What Publishers Should Do Now
Google Search no longer serves AMP pages through its cache or viewer. Clicking an AMP result now takes users straight to the publisher's own AMP host page, ending the era of google.com-hosted AMP URLs and signed exchanges.
The Protein Corona Isn’t a Bug. It’s Your Nanomedicine’s GPS.
An international team of nanoscientists argues the protein corona — long seen as a destructive coating — should be engineered as a dynamic, stage-aware navigation system to guide drugs across the blood-brain barrier.
First Complete Reading of an Ancient Herculaneum Scroll Unveils Lost Stoic Philosophy
The Vesuvius Challenge team has achieved the first end-to-end reading of a sealed Herculaneum papyrus scroll — PHerc.1667 — using AI-assisted virtual unwrapping and synchrotron X-ray imaging, revealing a previously unknown Stoic treatise on ethics sealed for nearly two millennia.
Computational Modeling Suggests Link Between Tire-Derived Pollutant and Alzheimer’s Risk
A new study uses network pharmacology and machine learning to investigate how 6PPD-quinone, a common tire-derived chemical, may contribute to Alzheimer's disease pathogenesis through neuroinflammation and oxidative stress.
AI Developer Tools Startups India Investments: How Lyzr Raised $100M
Lyzr, an AI developer tools startup with operations in India, raised a $100 million Series B round using its own AI agent SivaClaw to manage investor Q&A and analytics.
The Throughput Trap: Why Peak GPU Benchmarks Lie About Production Costs
Enterprise AI teams have spent years solving for compute, but the assumption that benchmarks accurately reflect production performance is a high-cost mistake. This article from Amara Okafor dissects the hidden latency, context window, and multi-modal constraints of live systems, offering a roadmap to actual cost-efficiency.
Slack and The 18 Best AI Platforms in 2026 – Tested & Reviewed | Lindy
Salesforce is transforming Slack into an agency powerhouse by integrating CRM, Tableau, and Data 360 through the Model Context Protocol (MCP), enabling seamless conversational workflows.
Every Company an AI Lab: Why Investors Valued Prime Intellect at $1B to Open-Source Agentic Training
Prime Intellect raised $130 million to help enterprises bypass closed frontier labs by training specialized, reinforcement-learning-driven AI agents on their own data and infrastructure.
From Triggers to Tools: Decoding Parenting Through Your Inner Child
Uncovering how unresolved childhood experiences shape your parenting reactions and learning how to shift from reactive habits to conscious responses.