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Where tools, applied research, technical engineering, and community converge.

AGENDA

11 active opportunities

Agenda

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HackathonOctober 18, 2026

AMD Developer Hackathon ACT III: Accelerated Compute and Open Inference

◈Prizes: USD 11,000+

AMD and Lablab.ai technical challenge with $11,000+ in prizes and cloud credits to build AI agents and scalable models on ROCm and AMD GPUs. Closes October 18, 2026.

HackathonOctober 23, 2026

Amazon Developer Hackathon: Build, Ship, Shape

◈Prizes: USD 190,000

Global Amazon & AWS hackathon offering over USD 190,000 in prizes to build AI agents and applications with Bedrock, SageMaker, and Alexa+. Closes October 23, 2026.

HackathonOctober 26, 2026

OpenCV AI Competition 2026

◈Prizes: USD 19,500

Global computer vision and agentic vision challenge powered by OpenCV 5 and AWS offering over USD 19,500 in prizes. Closes October 26, 2026.

HackathonOctober 27, 2026

Open Agent Hackathon 2026: Production-Ready Autonomous Architectures

◈Prizes: USD 20,000

GenAI.Works technical challenge offering $20,000 in prizes to build verifiable reasoning agents, connected context systems, and production pipelines. Closes October 27, 2026.

HackathonOctober 28, 2026

AWS CDS Agentic AI Partner Hackathon: Autonomous Agents in Real-Time Comms

◈Prizes: USD 40,000

Official AWS Communication Developer Services challenge with USD 40,000 in prizes to build intelligent agents using Chime SDK, Connect, and cloud messaging. Submissions close October 28, 2026.

HackathonOctober 30, 2026

Qloo Agentic Hackathon: Autonomous Agents and Cultural Intelligence

◈Prizes: USD 25,000

Qloo's technical challenge with $25,000 in cash prizes to engineer autonomous agents powered by the Taste AI & Cultural Graph API. Closes October 30, 2026.

HackathonOctober 30, 2026

Nebius x NVIDIA Global AI Hackathon: Frontier Inference and GPU Compute

◈Prizes: USD 50,000

Cloud infrastructure challenge with USD 50,000 in prizes backed by Nebius and NVIDIA to accelerate inference, autonomous agents, and vision pipelines. Submissions close October 30, 2026.

HackathonNovember 12, 2026

PayPal AI Hackathon: Agentic Commerce and Autonomous Payments

◈Prizes: USD 67,500

Global engineering challenge hosted by PayPal with $67,500 in prizes to build next-generation financial applications combining AI with the PayPal Developer Platform. Submissions close November 12, 2026.

◈Full Radar09 / 09

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Archive & Calls⟶

LABORATORY

2 tools

Lab Tools

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fotoarteLIVE

Fotoarte

Client-side photomosaic, pixel art, and typographic studio powered by Web Workers, Canvas 2D, and zero-leak privacy.

photomosaicpixel-arttypographycanvaspwaprivacy

best-cvLIVE

Best CV

AI résumé builder: edit, import, improve, translate, score ATS fit, and export to LaTeX or PDF.

cvaiatslatex

◈Full Catalog03 / 03

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Tools & Experiments⟶

PUBLICATIONS

9 articles

News & notes

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Fotoarte: Client-Side Photomosaic, Pixel Art, and Typographic Studio

News

October 07, 2026· 4 min read

Fotoarte: Client-Side Photomosaic, Pixel Art, and Typographic Studio

Introducing Fotoarte, a client-side creative engine generating 4K and 4800 px photomosaics with personal or public photos, 10 visual styles, Web Workers, and zero data leakage.

The ART System in Jumbo Phages: Deep Analysis of Claude's Discovery, Real Limits, and CRISPR Comparisons

Research

September 24, 2026· 13 min read

The ART System in Jumbo Phages: Deep Analysis of Claude's Discovery, Real Limits, and CRISPR Comparisons

An agnostic, molecular deep dive into array-associated reverse transcriptases (ART) discovered by Anthropic's autonomous AI agents, contrasted with modern CRISPR and evaluating its impact on biological sciences.

Claude Opus 5.5 and the Opus Lineage: Adaptive Thinking, Fable Parity, and Agentic Dominance

News

September 24, 2026· 7 min read

Claude Opus 5.5 and the Opus Lineage: Adaptive Thinking, Fable Parity, and Agentic Dominance

Anthropic releases Claude Opus 5.5: 40% cheaper execution, always-on adaptive thinking, and benchmark-shattering performance across multi-repo agentic workflows.

DeepSeek-R1: Open Reasoning and Distillation for Local Inference

Research

September 22, 2026· 7 min read

DeepSeek-R1: Open Reasoning and Distillation for Local Inference

Analysis of DeepSeek-R1's reasoning architecture, its distilled models, and how to run dense reasoning models on local hardware.

TypeSafe's Jev: Deep Technical Dive into the System 1 Decision Engine

News

September 22, 2026· 7 min read

TypeSafe's Jev: Deep Technical Dive into the System 1 Decision Engine

An exhaustive technical teardown of Jev (Jev-1 / 1.13): non-autoregressive architecture, parallel typed question evaluation (noul, choice, score), Python/TypeScript SDKs, and performance telemetry vs GPT-4o.

Jev vs. Laya vs. Kev: Exhaustive Benchmark and Decision Guide for System 1 Models

Research

September 22, 2026· 8 min read

Jev vs. Laya vs. Kev: Exhaustive Benchmark and Decision Guide for System 1 Models

A rigorous technical comparison between Jev, Laya, and Kev across latency, total cost of ownership (TCO), data sovereignty, and fine-tuning flexibility. Which model fits your software architecture.

What Are System 1 Decision Models: Ending Generative Token Waste

Note

September 22, 2026· 8 min read

What Are System 1 Decision Models: Ending Generative Token Waste

A conceptual and mathematical deep dive into prefill-only decision models. Why forcing generative LLMs into JSON structured outputs is an architectural flaw, and how Jev, Laya, and Kev establish a new standard.