Systima
systima.ai
AI Consulting & Integration
Legal AI
AI Agents
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The story so fareach stage dated by its source: the company's releases, the press, registers, filings
Jul 12
On the Hacker News front page Claude Code sends 33k tokens before reading the prompt; OpenCode sends 7k · 706 points
Mar 5
Launched on Hacker News Show HN: XML, Markdown, or JSON: Which gives LLMs the most reliable boundaries?
Sep 23, 2021
Acquired Karman Systems acquires Systima to target hypersonic and space technology · GeekWire
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Overview
Systima builds production-grade agentic AI systems for UK and EU businesses operating in regulated environments. We specialise in LegalTech.
News
Systima Closes $153M Tax-Exempt CMBS Affordable Housing Deal
The private label bond transaction for the 1,272-unit portfolio spurred more than $1.2 billion in orders from 19 institutional investors.
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The Subagent Tax. Claude Code Fan-Outs Cost Up to 5.9x the Tokens, and Were Never Faster
We measured Claude Code subagent fan-outs against sequential runs across three model families. Two subagents cost up to 5.9x the tokens, parallelism never won on speed, and pinning subagents to Haiku cut the bill by 37 per cent.
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Claude Code Sends 4.7x More Tokens Than OpenCode Before Reading Your Prompt
Claude Code vs OpenCode token overhead measured at the API boundary. Out-of-the-box baselines, instruction file weight, MCP schema tax, subagent multipliers, and cache-write behaviour.
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Delve Generated 494 Fake Compliance Reports. The EU AI Act Was Designed to Prevent Exactly This.
A leaked spreadsheet revealed that GRC platform Delve generated 494 near-identical SOC 2 reports with pre-written auditor conclusions. The EU AI Act's conformity assessment framework was designed to prevent exactly this.
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The Delimiter Hypothesis: Does Prompt Format Actually Matter?
We tested XML, Markdown, and JSON delimiters across four frontier LLMs with 600 model calls. For three of four models, format does not matter. For MiniMax M2.5, Markdown has a measurable prompt injection vulnerability.
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Pentagon Awards Systima, Part of Karman Space & Defense, $5 Million to Expand Solid Rocket Motor Nozzle Production Capacity
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Karman Buys Systima in Space, Hypersonic Market Expansion Push; Tony Koblinski Quoted
Karman Buys Systima in Space, Hypersonic Market Expansion Push
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