Armen Bedrosian
Staff Writer
Armen Bedrosian is a Staff Writer at The Bot Shelf, where he specializes in the technical nuts and bolts of AI development. His work is aimed at the builders: the engineers, developers, and researchers creating the next wave of intelligent systems. Before his career in journalism, Armen was a machine learning operations engineer at a major cloud provider, where he designed and managed large-scale training pipelines. This hands-on experience informs his rigorous approach to benchmarking hardware and evaluating developer tools. He is the creator and maintainer of 'InferViz,' a popular open-source library for visualizing model inference latency. At The Bot Shelf, he writes detailed teardowns, performance comparisons, and technical guides.
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Latest Articles
Ford Rehires 350 Engineers to Fix AI Failures
Ford issued 51 recalls affecting over 11 million vehicles this year, the most of any U.
Jun 29, 2026 · 2 min read
Companies Build Powerful LLM Knowledge Bases for Enterprise AI
In India, Sarvam's LLM models now process 10 million API calls daily, a threefold increase in just three months, confirming rapid real-world adoption of advanced AI capabilities, according to Communic
Jun 28, 2026 · 2 min read
AI routing layers slash costs, but risk quality
A team slashed their AI inference bill by more than half using a new routing layer, but these savings were tied to an unmeasured loss in quality.
Jun 28, 2026 · 2 min read
Apple Vision Pro Lead Joins OpenAI's Hardware Team
Paul Meade, the engineering leader behind Apple's Vision Pro headset and its rumored AI-powered smart glasses, is leaving the company to join OpenAI's nascent hardware division.
Jun 28, 2026 · 3 min read
LangSmith Pricing: Developer, Plus, and Scaling Costs
A developer building an LLM application with LangSmith might start for free, but could face a $39 per seat monthly charge plus $2.
Jun 28, 2026 · 4 min read
OpenAI Unveils Custom AI Chip, Jalapeño, Challenging Nvidia
OpenAI and Broadcom announced a collaboration for 10 gigawatts of custom AI accelerators, signaling a massive shift in how leading AI models will be powered.
Jun 27, 2026 · 3 min read
Top 5 Open-Source AI Libraries For Production ML Models
LlamaIndex, an emerging open-source AI library, has earned the moniker 'The Data Whisperer' among developers.
Jun 26, 2026 · 5 min read
AI Edge Chips in 2026: Performance Outlook and Challenges
By 2026, a single edge AI chip will process more data locally than a small data center did a decade ago, handling complex inference tasks at unprecedented speed.
Jun 24, 2026 · 5 min read
Top 10 Natural Language Processing Tools for 2026
By 2026, specialized natural language processing (NLP) models, costing under $500/month, will power a significant portion of enterprise deployments.
Jun 21, 2026 · 6 min read
Bulgaria Licensed Spy Gear Exports to Repressive Regimes 2018-2023
Between 2018 and 2023, Bulgaria licensed the export of advanced surveillance equipment to over a dozen countries, including Azerbaijan, Bahrain, and the United Arab Emirates, according to Human Rights
Jun 20, 2026 · 3 min read
Redis: High-Performance Vector Database for AI
In a recent benchmark, Redis outperformed tested vector database alternatives at a recall rate of 98% or higher, challenging common assumptions about specialized AI infrastructure for AI development.
Jun 18, 2026 · 5 min read
Meta Seals First India AI Data Center Deal With Reliance
In a move signaling the future of global AI infrastructure, Meta has committed to a 168-megawatt AI-enabled data center in Jamnagar, Gujarat, its first in India, built and largely owned by Reliance In
Jun 10, 2026 · 2 min read
Top 8 Python GitHub Repos for AI Web Apps
One developer, utilizing an open-source AI web app framework, built and deployed a functional AI-powered chatbot in less than a day.
Jun 9, 2026 · 6 min read
Notion restores Anthropic AI access after 12-hour outage
For approximately twelve hours, Notion users found their AI-powered workflows disrupted as the platform temporarily disabled Anthropic's advanced Claude models due to degraded performance.
Jun 8, 2026 · 3 min read
How AI Accelerators Boost Edge Computing Power in 2026
A Neural Processing Unit (NPU) can classify video and execute large language models (LLMs) 3.
Jun 6, 2026 · 5 min read
NPU vs. GPU: Choosing the Right AI Accelerator for ML in 2026
The AI accelerator market is projected to surpass $600 billion by 2033, yet no single chip dominates, with NPUs outperforming GPUs by 3.
Jun 5, 2026 · 5 min read
Airbnb CEO Brian Chesky Funds New AI Lab
In Q1 2026, Airbnb reported that artificial intelligence tools generated approximately 60% of the code produced by its engineers.
Jun 5, 2026 · 2 min read
Google Gemini Spark AI agent rolls out to US subscribers
An AI agent designed for autonomous background operation in Gmail and Docs glitched while attempting to book dinner reservations, requiring manual intervention, according to WIRED .
May 31, 2026 · 3 min read
Meta AI pendant development in aggressive wearables strategy
Meta is reportedly planning to release an AI-powered pendant that could record and summarize conversations, bringing always-on surveillance from science fiction into everyday wear.
May 31, 2026 · 3 min read
What are LangChain and LlamaIndex AI agent frameworks?
A data parsing task that once consumed hours of engineering effort now reaches production in minutes, thanks to AI agent frameworks like LlamaIndex and its LlamaParse v2.
May 30, 2026 · 4 min read