US EditionPublished • loading... • Updated
Poetiq Raises $45.8M for AI Meta-System, Surpasses Top LLMs on Industry Benchmark
Poetiq's AI meta-system raised $45.8M to enhance frontier large language models, achieving a 75% accuracy on ARC-AGI-2 and cutting costs per task by half.
- On Jan. 29, 2026, Poetiq announced a $45.8 million seed round after emerging from 'stealth' with a new ARC-AGI-2 state-of-the-art in Mountain View.
- Faced with poor ROI and costly tuning, enterprises have invested $30 to $40 billion in GenAI, while 95% of organizations are 'getting zero return,' prompting Poetiq to offer faster, cheaper solutions.
- Poetiq's meta-system generates specialized agents that get faster and more accurate with each problem solved, reporting 75% accuracy, a 16-point gain, from a few hundred examples.
- Following the announcement, industry figures praised Poetiq's quick incorporation of GPT-5.2, supported by a co-led Seed round from FYRFLY Venture Partners and Surface Ventures, with Y Combinator and others participating.
- By improving foundation models' reasoning and cost profile, Poetiq positions itself as accelerating progress toward AGI by making frontier LLMs smarter and more cost-effective, the company said.
Insights by Ground AI
18 Articles
18 Articles
Helena Independent Record+16 Reposted by 16 other sources
Poetiq Raises $45.8M for AI Meta-System, Surpasses Top LLMs on Industry Benchmark
Founded by former Google DeepMind scientists, Poetiq emerges from "stealth" after setting a new state-of-the-art (SOTA) on ARC-AGI-2
·Helena, United States
Read Full Article
Poetiq nabs $45.8M in seed funding for its LLM-enhancing ‘meta-system’
Poetiq Inc., a startup working to make artificial intelligence large language models more capable and cost-efficient, has raised $45.8 million in seed funding. FYRFLY Venture Partners and Surface Ventures jointly led the investment, which was announced on Thursday. Y Combinator, 468 Capital, Operator Collective, Hico Ventures and Neuron Venture Partners participated as well. Poetiq was […] The post Poetiq nabs $45.8M in seed funding for its LLM-…
Coverage Details
Total News Sources18
Leaning Left1Leaning Right0Center9Last UpdatedBias Distribution90% Center
Bias Distribution
- 90% of the sources are Center
90% Center
C 90%
Factuality
To view factuality data please Upgrade to Premium
