01Published
19 Aug 2026
A sourced starter atlas of Armenia's AI ecosystem
Seven public entry points across research, education, infrastructure, and ecosystem support, with direct sources and visible gaps.
21 · The durable layer
Library
Referenceable public knowledge designed to improve over time.
Published knowledge
Continuously monitored
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02Published
19 Aug 2026
Build an AI risk register before you deploy the tool
A lightweight worksheet and weekly practice based on NIST's Govern, Map, Measure, and Manage functions.
03Published
19 Aug 2026
Horizon Europe for Armenian teams: where to begin
A five-step path from Armenia's associated-country status to a specific topic, consortium role, evidence plan, and submission calendar.
04Published
19 Aug 2026
The EU–Armenia strategic investment call, on one page
The size threshold, eligible project structures, focus areas, own-resource requirement, and rolling assessment schedule.
05Published
19 Aug 2026
EIC Accelerator 2026: a field guide for Armenian deep-tech companies
A civilian-project guide to basic eligibility, proposal stages, funding form, and the 2 remaining 2026 full-proposal cut-offs.
06Published
18 Aug 2026
AI literacy in the classroom: UNESCO's framework in practical language
Fifteen competencies across five dimensions and three progression levels, translated into questions a school can use.
07Published
18 Aug 2026
AI agents: from promise to an accountable workflow
A plain-language anatomy of agents, their failure modes, and the controls that make delegated work observable and reversible.
08Published
18 Aug 2026
How to read AI benchmarks without falling for the “percent accurate” trap
A practical guide to reference metrics, saturated tests, uncertainty, and the claims a score cannot support.
09Published
18 Aug 2026
Gagarin's new AI Factory: from claims to verifiable infrastructure
A source dossier separating the official opening from claims about capacity, investment, access, and practical value.
10Published
18 Aug 2026
The 2026 AI Index in nine signals worth understanding
A data-led guide to shifts in capability, adoption, education, and infrastructure, with the measurement limits kept in view.
11Published
18 Aug 2026
OpenAI Python SDK v2.49.0 sets a Python 3.10 requirement
OpenAI Python SDK v2.49.0 declares Python 3.10 as its required Python version and lists automated version reviews. The supplied release record does not explain migration steps or the exact behavior on older Python releases.
12Published
18 Aug 2026
OpenAI Python SDK v3.2.0: listed additions for developers
According to the first-party v3.2.0 release record, the OpenAI Python SDK adds Bedrock Runtime endpoint support, shell call streaming events, and new service and image types. The supplied material does not clarify upgrade paths, compatibility, or implementation details.
13Published
18 Aug 2026
Pydantic AI v2.31.1 adds Bedrock and Gemini compatibility fixes
Pydantic AI v2.31.1 lists two model-compatibility bug fixes: it denies native structured output for Claude Sonnet 5 and Fable 5 on Bedrock, and it falls back to `thinking_level='LOW'` when Gemini models reject `MINIMAL`.
14Published
18 Aug 2026
MLX LM v0.31.3 reports cache, tool-calling, and tokenizer fixes
According to the official release notes, MLX LM v0.31.3 reports a set of bug fixes centered on cache extension, tool calling, tokenizer behavior, and model-specific issues, plus a thread-local generation stream. The supplied evidence does not establish independent performance, compatibility, or upgrade outcomes.
15Published
18 Aug 2026
MLX LM v0.31.2 updates caching, serving, and model workflows
MLX LM v0.31.2 is a first-party maintenance and feature release centered on prompt caching and batch generation, with additional generation controls, server improvements, benchmark support, model-related work, and bug fixes. The supplied release record is incomplete, so it should not be read as a full changelog.
16Published
17 Aug 2026
Armenia's opportunity radar: five verified starting points
Current compute, company, research, and study routes with official sources, usable dates, and a rule for handling unknown or expired deadlines.
17Published
17 Aug 2026
A working Armenian AI glossary with definitions and revision status
Twenty-four core concepts prepared for consistent bilingual use, with every Armenian form explicitly marked as provisional.
18Published
17 Aug 2026
Run a local language model on Apple Silicon, without a cloud account
A safe first MLX LM run, with realistic model sizing, copyable commands, and checks for privacy, downloads, and model terms.
19Published
17 Aug 2026
Erasmus Mundus scholarships without searching blindly
How joint master's programs work, what scholarships may cover, when to apply, and how to compare programs without assuming one common deadline.
20Published
17 Aug 2026
Apply for Armenia's 2026 AWS compute-support pilot
Who may apply, what the official page promises, and which technical and allocation terms still need confirmation.
21Published
17 Aug 2026
What is known about Armenia's 2026 digital and AI literacy program
A practical update on the audience, topics, geographic reach, and application details that remain unpublished.