Cosine

What is Cosine?

Cosine AI's Genie is a powerful AI software engineer that solves bugs, builds features, and refactors code like a real human engineer. It scored 30% on the SWE-Bench test, beating top tools from Amazon and Cognition. Trained on real human workflows, Genie thinks step by step, not just guessing code. It works alone or with you, making coding faster, smarter, and more human-like than ever before.

Key Features:

• Vector Representation: Cosine AI converts text or documents into vectors in a high-dimensional space, where each word or term is a dimension.
• Similarity Calculation: It measures similarity using the dot product of two vectors divided by the product of their magnitudes, giving a result from -1 to 1.
• Result Interpretation: A score of 1 means exact similarity, 0 means no relation, and -1 shows complete dissimilarity between the texts.
• Scale Invariance: Cosine similarity is scale-invariant, allowing fair comparison between texts of varying lengths or sizes.
• Real-World Uses: It’s used in NLP tasks, recommendation engines, and search systems to find relevant or similar content.

Pros:

• Scored 30% on SWE-Bench, outperforming top AI tools like Amazon Q and Devin by large margins.
• Can apply its training datasets across multiple AI models for better adaptability.
• Supports long-context training, allowing deeper and more accurate code understanding.
• Expands its data with diverse languages and frameworks for broader use.
• Integrates with Slack, Jira, and Linear for real-time coding collaboration.

Cons:

• May miss context or deep meaning, limiting effectiveness in complex text analysis.
• Output depends on training data quality, which can cause bias or errors.
• Cannot replicate human emotions or moral reasoning, limiting certain applications.
• Powerful AI capabilities risk being misused without proper safeguards.
• Overreliance on AI may cause issues if it fails or gives wrong results.

Who is Using Cosine?

Cosine AI is currently used by a limited group of early access users through an invite-only program.

What Makes Cosine Unique?

Cosine AI's Genie is unique for its ability to turn any top AI model into a Genie model using its own dataset. It works like a real engineer, solving tasks, collaborating via Slack or Jira, and learning from past versions to improve with each update.

Summary:

Cosine AI is currently used by a limited group of early access users through an invite-only program.