ScienceToStartup
TrendsTopicsSavedArticlesChangelogCareersAbout

113 Cherry St #92768

Seattle, WA 98104-2205

Backed by Research Labs
All systems operational

Product

  • Dashboard
  • Workspace
  • Build Loop
  • Research Map
  • Trends
  • Topics
  • Articles

Enterprise

  • TTO Dashboard
  • Scout Reports
  • RFP Marketplace
  • API

Resources

  • All Resources
  • Benchmark
  • Database
  • Dataset
  • Calculator
  • Glossary
  • State Reports
  • Industry Index
  • Directory
  • Templates
  • Alternatives
  • Changelog
  • FAQ
  • Docs

Company

  • About
  • Careers
  • For Media
  • Privacy Policy
  • Legal
  • Contact

Community

  • Open Source
  • Community
ScienceToStartup

Copyright © 2026 ScienceToStartup. All rights reserved.

Privacy Policy|Legal
  1. Home
  2. Signal Canvas
  3. GPT-4o Lacks Core Features of Theory of Mind
← Back to Paper

GPT-4o Lacks Core Features of Theory of Mind

Fresh1d ago
Export BriefOpen in Build LoopConnect with Author
View PDF ↗
Viability
0.0/10

Compared to this week’s papers

Evidence Receipt

Freshness: 2026-04-02T02:30:40.136932+00:00

Claims: 0

References: 27

Proof: pending

Distribution: unknown

Source paper: GPT-4o Lacks Core Features of Theory of Mind

PDF: https://arxiv.org/pdf/2602.12150v1

First buyer signal: unknown

Distribution channel: unknown

Starting…

Dimensions overall score 4.0

GitHub Code Pulse

No public code linked for this paper yet.

Claim map

Claim extraction is still pending for this paper. Check back after the next analysis run.

Competitive landscape

Competitor map is still being generated for this paper. Enable generation or check back soon.

Keep exploring

Builds On This
Dynamic Theory of Mind as a Temporal Memory Problem: Evidence from Large Language Models
Score 2.0down
Builds On This
Can LLMs interpret figurative language as humans do?: surface-level vs representational similarity
Score 3.0down
Prior Work
CoMMET: To What Extent Can LLMs Perform Theory of Mind Tasks?
Score 4.0stable
Prior Work
Reasoning Promotes Robustness in Theory of Mind Tasks
Score 4.0stable
Higher Viability
Understanding Artificial Theory of Mind: Perturbed Tasks and Reasoning in Large Language Models
Score 5.0up
Higher Viability
Selective Deficits in LLM Mental Self-Modeling in a Behavior-Based Test of Theory of Mind
Score 7.0up
Higher Viability
Video-Only ToM: Enhancing Theory of Mind in Multimodal Large Language Models
Score 7.0up
Higher Viability
Adaptive Theory of Mind for LLM-based Multi-Agent Coordination
Score 7.0up

Startup potential card

Startup potential card preview
Share on XLinkedIn

Related Resources

  • AI research agents(glossary)
  • Why is adversarial AI research important?(question)
  • What is the role of translation tools in AI research?(question)
  • How does the study on text ranking contribute to AI research?(question)

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Recommended Stack

PyTorchML Framework
PineconeVector DB
CohereLLM API
LlamaIndexAgent Framework
WeaviateVector DB

Startup Essentials

Render

Deploy Backend

Railway

Full-Stack Deploy

Supabase

Backend & Auth

Vercel

Deploy Frontend

Firebase

Google Backend

Hugging Face Hub

ML Model Hub

Banana.dev

GPU Inference

Antigravity

AI Agent IDE

Estimated $9K - $13K over 6-10 weeks.

MVP Investment

$9K - $13K
6-10 weeks
Engineering
$8,000
GPU Compute
$800
SaaS Stack
$300
Domain & Legal
$100

6mo ROI

0.5-1x

3yr ROI

6-15x

GPU-heavy products have higher costs but premium pricing. Expect break-even by 12mo, then 40%+ margins at scale.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Talent Scout

Find Builders

AI experts on LinkedIn & GitHub

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.