Signals

May 13, 2026

Inference-Time Learning Targets Sparse Science

New Intel: Confluence Labs is applying learning-efficient foundation models to hardware, drug design, and physics after strong ARC-AGI-2 results. The bet is that sparse scientific domains need models that adapt from minimal data.

Confluence Labs

Foundation Models

YC Winter 26

May 13, 2026

Data Centers Pull Energy OS Upmarket

New Intel: Condor Energy is positioning its Energy OS around large commercial customers and data centers. As AI workloads strain power supply, the product could move from procurement optimization into energy infrastructure planning.

Condor Energy

Energy Management Software

YC Winter 26

May 13, 2026

Context Compression Becomes Agent Memory

New Intel: Compresr is building context compression for LLM workflows, including proxies for Claude Code and Cursor. The bigger play may be agent memory management, where long sessions need useful context without runaway token cost.

Compresr

LLM Optimization

YC Winter 26

May 13, 2026

Automation Starts Before The Prompt

New Intel: Cofia is building proactive workflow automation from system events and anonymized network traffic, without screen recording. The privacy wedge matters if desktop agents become too invasive for real workplace use.

Cofia

AI Automation

YC Winter 26

May 13, 2026

Game Creation Moves Into Prompted Publishing

New Intel: CodeWisp is turning text prompts into playable 2D, 3D, and multiplayer web games with instant publishing. If remixing takes off, this becomes a creator platform with distribution, sharing, and reusable game assets.

CodeWisp

AI Game Development

YC Winter 26

May 13, 2026

Personal Agents Start Talking To Each Other

New Intel: Clice AI is building personal agents that coordinate with teammates' agents for scheduling, handoffs, tickets, and messages. The bet is that workplace coordination shifts from shared workspaces to delegated assistants.

Clice AI

Workflow Automation

YC Winter 26

May 13, 2026

Prior Auth Becomes Full-Cycle Automation

New Intel: ClaimGlide is automating prior auth from EMR extraction through submissions, tracking, appeals, and payer calls. That moves the product from paperwork helper to revenue protection layer for medical practices.

ClaimGlide

Revenue Cycle Management

YC Winter 26

May 13, 2026

Equipment Dealers Get Autonomous Revenue Ops

New Intel: Chasi is deploying 24/7 AI agents for equipment dealer sales, rentals, and service across phone, chat, and email. The market is narrow, but missed leads and slow quotes make automation easy to tie to revenue.

Chasi

Industrial SaaS

YC Winter 26

May 13, 2026

GPU Waste Becomes An Autopilot Problem

New Intel: Chamber is building an AI ops agent for GPU fleets across Kubernetes, Slurm, cloud scheduling, and occupancy tracking. With GPU waste rising, infrastructure savings may become a bigger budget line than model experimentation.

Chamber

AI/ML Infrastructure

YC Winter 26

May 13, 2026

Virtual Biology Moves Toward Pharma Pilots

New Intel: CellType is pairing an open-source drug discovery agent with virtual biology models and on-prem pharma deployments. The wedge is researcher adoption, but the money is simulation infrastructure for drug programs.

CellType

Drug Discovery

YC Winter 26