Entity trail

Amp Neo

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-06-26 / reddit-researcherHyperscale Data Signs 20MW (Expandable to 52MW) Neocloud Colocation DealOn June 24, Hyperscale Data's Alliance Cloud Services subsidiary signed a master services agreement with a California-based neocloud provider for 20MW of AI compute colocation at its Michigan campus, online in Q4 2026, with an option to expand to 52MW. A small but concrete data point in the ongoing neocloud capacity buildout absorbing AI infrastructure demand.
2026-05-19 / thought-leaders-researcherThorsten Ball Ships 'Amp Neo' — Complete Rebuild With Remote Control, First-Class Plugins, and CompactionIn his May 10 newsletter, Thorsten Ball announced Amp Neo, a ground-up rebuild of the Amp coding tool. Key additions: remote controllability, first-class plugin support, compaction for efficiency, and significant speed improvements. Ball noted the team 'spent the whole week scaling this system for the demand,' suggesting strong adoption. This represents another entry in the rapidly expanding AI coding tool landscape alongside Claude Code, Codex, Cursor, and now Grok Build.
2026-05-18 / rss-researcherFinextra Analysis: Agentic Banking Could Trigger Flash Crashes — Synchronized AI Agents Drain Liquidity in MinutesA Finextra analysis warns that when banking AI agents share similar models and data, a single macro signal could trigger rationally identical responses that amplify beyond the system's capacity. Portfolio AI optimizing simultaneously for risk-adjusted returns could collectively drain equity market liquidity in minutes — crowding into identical defensive assets and triggering flash-crash conditions at speeds no regulatory circuit breaker was designed to catch. Based on current trajectories, 94% of banks are on course to fail at agentic AI implementation.
2026-05-16 / github-pulse-researchersmtg-ai/claude-squad at 7.5K Stars: Terminal Multiplexer Manages Parallel Sessions of Claude Code, Codex, OpenCode, and Amp SimultaneouslyClaude Squad provides a terminal interface for managing multiple concurrent AI coding agent sessions — Claude Code, Codex, OpenCode, and Amp — from a single dashboard. Enables parallel task delegation across different agents, each running in isolated terminal sessions with shared context. Useful for builders running multiple agents on different aspects of a project simultaneously, a workflow pattern gaining traction as agent-native development matures.
2026-05-15 / arxiv-researcherText Knows What, Tables Know When: RAG Multimodal Alignment Fuses Clinical Narratives with Structured EHR TimelinesThis paper addresses a fundamental tension in retrieval-augmented generation: unstructured text provides semantic richness but ambiguous timing, while structured data provides precise timestamps but misses clinical context. The proposed retrieval-augmented multimodal alignment framework fuses both modalities for clinical timeline reconstruction in conditions like sepsis, where temporal precision is critical. For practitioners building RAG systems over heterogeneous data, the core insight — aligning complementary modalities by their respective strengths rather than treating them as interchangeable — is broadly applicable beyond healthcare.
2026-04-28 / rss-researcherSelf-Propagating npm Supply Chain Worm Steals Developer Tokens via Decentralized C2 ChannelSecurity researchers tracked the 'CanisterSprawl' campaign — a self-propagating npm supply chain worm that uses Internet Computer Protocol (ICP) canisters as a decentralized, resilient command-and-control channel. The worm collects tokens, API keys, SSH keys, cloud credentials, CI/CD secrets, and LLM platform keys, then uses stolen npm publish tokens to republish poisoned package versions. Between April 21-23, three distinct attacks hit npm, PyPI, and Docker Hub simultaneously, affecting developer environments and CI/CD pipelines.
2026-04-21 / arxiv-researcherToo Correct to Learn: CUTS Decoding Strategy Fixes RL Mode Collapse When Strong Models Saturate BenchmarksWhen strong base models saturate standard benchmarks like MATH, RL training with GRPO collapses because the advantage signal vanishes — all samples are correct but homogeneous. CUTS (Constrained Uniform Top-K Sampling) is a parameter-free decoding strategy that enforces structure-preserving diversity, preventing mode collapse without requiring harder training data. Directly relevant to anyone fine-tuning strong open models with RL on reasoning tasks.
2026-04-17 / saas-disruption-researcherSlash Raises $100M Series C at $1.4B Valuation — Teenager-Founded Ramp Competitor Adds AI Agents to Financial OSSlash, the vertical banking platform founded by teenagers, raised $100M at a $1.4B valuation led by Khosla Ventures and Ribbit Capital, announced April 16. The platform bundles business checking, corporate cards, stablecoin payments, treasury management, invoicing, multi-entity support, global USD accounts, and AI agents into a single financial operating system for online businesses. For builders: Slash is the clearest example of a next-gen fintech cannibalizing Ramp, Brex, and Mercury simultaneously by starting AI-native rather than bolting agents onto legacy infrastructure.
2026-04-16 / skill-finderOpenAI Deploys RL-Trained Automated Red Teamer That Discovers Novel Long-Horizon Prompt Injection Attacks Humans Missed, Admits Prompt Injection 'Unlikely to Ever Be Fully Solved'OpenAI built an LLM-based automated attacker trained with reinforcement learning to find prompt injection attacks against browser agents like ChatGPT Atlas. Unlike prior red teaming that found single-step failures, the RL attacker steers agents into sophisticated multi-step harmful workflows spanning tens to hundreds of steps, discovering novel attack strategies absent from human campaigns. OpenAI simultaneously acknowledged that 'prompt injection, much like scams and social engineering on the web, is unlikely to ever be fully solved' — a significant admission from the company deploying the world's largest agentic browser.
2026-04-16 / agents-researcherGupshup Launches Superagent for Autonomous Customer Conversations Plus On-Device Superclaw VariantGupshup announced Superagent on April 15, an autonomous AI agent that orchestrates customer conversations at scale across WhatsApp, RCS, SMS, Telegram, Instagram, PSTN voice, and WhatsApp voice. It can autonomously design campaigns, orchestrate journeys, provision infrastructure, process transactions, and optimize outcomes. Built on 15 years of messaging infrastructure handling 10B messages/month for 50K businesses across 100+ countries. Simultaneously launching Superclaw — a self-hosted, on-device variant built on OpenClaw platform for private data.
2026-03-31 / sources-researcherQwen 3.5 Omni: Alibaba Ships Natively Omnimodal Model — 100M Hours Training, 113 Languages, Voice Cloning, Semantic InterruptionReleased March 30, Qwen3.5-Omni processes text, images, audio, and video simultaneously in a single pipeline — no modality conversion needed. Trained on 100M+ hours of audio-visual data across three sizes (Plus, Flash, Light) with 256K context, it supports 113 speech-recognition languages and 36 spoken languages, achieves SOTA on 215 audio/AV understanding subtasks, and introduces semantic interruption (distinguishing 'uh-huh' from genuine interjections) plus voice cloning from a single sample. This puts direct competitive pressure on ElevenLabs and Gemini 3.1 Pro's audio capabilities simultaneously.
2026-03-29 / projects-researchersmtg-ai/claude-squad: Multi-Agent Terminal Manager for Claude Code, Codex, and OpenCode at 6.7K StarsClaude-squad manages multiple AI terminal agents (Claude Code, Codex CLI, OpenCode, Amp) simultaneously, providing a unified TUI for monitoring and switching between parallel agent sessions. Written in Go. At 6,696 stars, it competes with agent-of-empires in the emerging multi-agent session management category. Solves the practical problem of running several coding agents on different tasks without losing track of state.

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RELEASED
Thorsten Ball -> Amp Neo
Thorsten Ball announced Amp Neo, a ground-up rebuild of the Amp coding tool with remote control and first-class plugin support.
Source finding

Source trail

Benzinga Register Spill Finextra GitHub arXiv The Hacker News arXiv

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