Skip to content
Ironwood AI

Adam Holter

Tests Portfolio Pick My Brain My Priors Support Me Ironwood AI
All openai ai-models ai-leaders model-release industry-drama open-source nvidia models-releases models gpt-5 google generative-ai models-products video-generation chatgpt cloud-ai tool-calling anthropic big-number openrouter ai-tools ai-research fast-cheap-models generate-as-many-tags-as-genuinely-apply ai-trends claude-models cost-efficiency qwen news coding-assistant tools-products ai-news china pricing large-language-models model-comparison llm-scaling web-navigation developer-tools deepseek benchmark market-share company-strategy product-fragmentation reasoning-model search-addendum ai-announcements amazon-web-services productivity-tools meta reuse-existing-tags-when-relevant openai-super-app infrastructure agentic-coding long-horizon-coding google-vertex-ai ai-releases xai openai-models sam-altman ai-tensions monetization image-generation multimodal google-ai-studio public-frustration multi-modal microsoft gemini google-veo-3 ai-models-release valuation gpt-4 text-to-video software-engineering text-to-image open-source-ai ai-video-generation worker-exploitation tutorials google-ai ai-performance agentic-tasks llm-safety competition gpt-4o model-performance security research-benchmarks work-life-balance new-model innovation performance model-param-leak courage-ai real-time gpt-5-1 long-context ai-tutorials gpt-oss mini-max typing tutorials-guides reasoning google-drive enterprise-ai token-efficiency gpt-5-1-codex context-window sora text-to-audio startup ai-agents ai-hype gpt-5-2 gpt-5-1-chat reasoning-efficiency google-apis text-to-speech vision-language-models investment llm meta-superintelligence stargate-project data-centers microservices black-forest-labs mistral-ai qwen-3 midjourney security-incident funding runway llama platform gpt-5-codex model-routing claude tech-leaders muse-spark censorship speech-to-text video-poet bytedance training speech-to-speech real-physics price-cuts openweight ai-vision new-golden-mean-visualization amazon softbank runway-gen-4 text-to-music real-time-inference low-latency private-inference voice-of-customer generate-as-many-tags-as-genuinely-apply-tags tech-event video-model google-io video-generation-model google-ai-studio-gemini google-research slack kimi physics-realism mobile-ai hugging-face moe moonshot speculation generate-as-many-tags-as-genuinely-apply-tags-tags content-creation o3 performance-comparison openai-apis ai-image-generation ai-architecture video-generation-models openai-product-updates china-bench replicate tooling year-end-stat chatgpt-plus runway-gen-4-5 youtube watermark audio claude-sonnet small-models on-device-vlm qwen-image naming video-editing alibaba model-context-protocol generate-as-many-tags-as-genuinely-apply-tags-tags-tags gemini-2.5 coding ai-future releases technology-ethics openai-gpt-4o ai-ethics google-veo rumors apple multi-model image-editing compare-models object-detection webgpu vertical-video thinking vibe-testing gpt-realtime zhipu-ai benchmarking token-limits gpt-5-nano google-opal model-architecture summit intellection mcp webarena personnel-moves gemini-2.0 generate-as-many-tags-as-genuinely-apply-tags-tags-tags-tags tech-article openai-o1 ai-creativity chatgpt-atlas-codex property-attack llama-comparison whip-tool seedance seedance-1-5 cinematic-models glm stax stealth-models sloptimization runway-ml real-human-speech zenith research-tools workos tool-hijacking google-chrome token-pricing user-experience o4-mini openai-for-government generate-as-many-tags-as-genuinely-apply-tags-tags-tags-tags-tags-tags google-io-2025 generative-media language-models o3-mini google-veo-2 violence figma defensive-security seedream-4-5 seedream glm-4 music-generation powerpoint word compute rate-limits gpt-oss-120b anticipation ai-applications protocol-swag media trustworthiness prompt-injection swe-bench workflow virtual-reality search voice-cloning testing gemini-2.5-pro generate-as-many-tags-as-genuinely-apply-tags-tags-tags-tags-tags-tags-tags-tags generate-as-many-tags-as-genuinely-apply-tags-tags-tags-tags-tags generate-as-many-tags-as-genuinely-apply-tags-tags-tags-tags-tags-tags-tags generate-as-many-tags-as-genuinely-apply-tags-tags-tags-tags-tags-tags-tags-tags-tags predictions productivity ai-efficiency robotics video-diffusion-models ai-writing-assistant openai-studio recursive-ai-experiments steel-beams-construction grok-4 cursorbench api image-to-video carpenter-codex mobileclip2 parallel-agents event-live kimi-k2 deepmind math-olympiad long-output ai-integration talent-acquisition job-losses jobs seeding moonshot-ai performance-evaluation ai-evaluation marketing medical-ai seam-removal u-s-defense-department midjourney-video perplexity release turbo-model reasoning-models workflow-automation tool-product generate-as-many-tags-as-genuinely-apply-tags-tags-tags-tags-tags-tags-tags-tags-tags-tags veo research venture-capital llama-4 ai-application programming gpu gpt-4.5 quantum speech-synthesis programming-tools regulations us-congress startup-funding retrieval-augmented-generation voice-generation meta-fair openai-o3 2024-12 openai-tools openai-voice ai-competition notion grid-capacity flux-2 applications fal 2025-09-17 pdf grok-2 musk audio-generation n8n leaked-information chatgpt-agent brand hiring-freeze intel grok evaluation-metrics routing free-access human-ai-collaboration medical-performance medical-diagnostic medical-safety seedream-4-5-2 medical-usage government-ai vibe-coding reliability multi-provider gemini-2.5-flash o3-pro industry-business valuation-1-5-billion qatar-sovereign-wealth-fund scandal deepseek-r1 signgemma sign-language claude-4-opus ai-predictions veo-3 premium-pricing multistep-reasoning prompt-engineering gpt-4.1 o-series affordable-ai video-creation midjourney-v7 claude-3-7-sonnet search-engine artificial-intelligence speech-recognition model-training humanoid-robots ai-development-tools launch supercomputer rebranding deepseek-ai us-law proposed-law deepseek-models legal-issues rag veo-2 ai-audio-generation web-app gpt-4o-mini subscription visual-model google-research-assistant product-release luma-labs vision openai-use-cases flux michigan-stargate-site android codex nano-banana-pro consistency group-chats nano-banana-2 edge-computing fastvlm 1080p cognitive-reasoning intelligence 3d 2025-08-12 2025-08-07 2025-08-05 2025-08-02 machine-learning context-understanding lmarena acquisitions claude-code fear fire black-frost-labs code-generation future-of-coding expertise game-plan project-vend fidelity no-shipping not-a-model developers non-coders tested natasha ai-hype-manipulation hype multi-agent roov-code vercel make-com hardware claude-4-sonnet llm-benchmark problem-solving windsurf sand-ai business-model gpt-4.1-mini gpt-4.1-nano o4-mini-high google-search gemini-2.0-flash selection updates silicon-valicon profit-margins voice-ai uncanny-valley claude-3-5-sonnet software-architecture quantum-computing majorana-particles unified-systems update static-images-to-video us-politics wan-2-1 stem-reasoning o3-mini-high market-cap operator-agent web-browser trading quant quant-firm professional-video-features openstreetmap travel value minimax motion-capture mini-cpm mini-cpm-o-2-6 mini-cpm-o public-health multi-view-video platform-comparison vision-tracking lm-evaluation qwen-2.5-max voice-customization o1 media-coverage vs-comparison text-only-model openai-api tech-giant google-cloud openai-research desktop-integration fake-ai canvas-mode inoculation-prompting camera-control grok-4-fast edge file-creation file-editing 2025-09-06 browser-extension glm-4-5 higgs-audio boson-ai 5-8-billion-parameters merger free-shirt authentication azure ibm humans cursor direct-integration doom cloudflare builder-ai ai-fraud competitive-ai claude-3-7 ai-tasks agentic-systems hybrid fal-ai new-feature 2025-05-15 pokemon-blue stem-cells imagen knowledge-cutoffs nonprofit integration wildlife sound-recognition species-protection politeness multi-llm-strategies ai-ecosystem organizations-ai-strategy ai-adoption ltx-studio openai-academy latency laws autonomous-ai fine-tuning token-throughput grok-3 cost safety-guardrails training-changes figure mcp-marketplace roocode wave-3 super-bowl pit-of-death source-attribution travel-booking pika-2-1 motion-control gemini-1.5-pro ai-hardware pathogens wastewater usc location-estimation map-tagging large-concept-models scheduled-automation ai-assistants leaderboard nanobanana-2 nanobanana-pro kling pixverse o1-model perplexity-pro model-safety tool-review real-world-performance test-evaluation business-ai ai-video-tools tencent access-issues waitlist social-media video-moderation internet-search web-interface image-generation-models ai-regulation openai-models-release models-and-releases badclaude claude-code-leak color-picker-model aerial-construction-footage gmail ipo healthcare baai audio-classification culture-people confidence celebrity jake-paul cognition-ai cognition instruct codenames authkit iphone layoffs laid-off budget-cuts claude-3-5 conversational-ai efficiency immersive-video automation deep-research hailuo-02 emotional-responses hybrid-attention downtime creativity accessibility experiment loveform io design architecture customer-reputation fraud hyperbole jony-ive branding 2025-05-13 logan-kilpatrick imagen-4 imagen-4-ultra image-consistency intelligent-automation high-speed-video gemini-3 exclusive-api kling-2-0-master human-communication alignment national-security cost-effective-video-ai humor financial-impact ai-coding information-retrieval mmaudio maps blackwell prime-intellect 3d-generation hunyuan 2025-01-09 hailuoaiai ai-advertisement safety-evaluation symphony-os hype-manipulation ai-culture scene-ingredients pika-labs video-comparison ai-developers ai-reasoning virtual-worlds genie-2 ai-oss real-time-speech voice-native video-game-art video-games llama-3.1-405b-instruct 2024-08 writing-assistant animated-whipping codex-running-doom dictation clip-generation cameo ip document-generation excel chrome conflict finance ipr ipod eval claude-code-router free-shape difficult-choices 360-video 2025-06-23 cyber-security defense-contract contracts healthcare-ai 2025-06-19 administrative-ai 2025-06-18 london-tech indian-engineers fast-mode 2025-05-29 incremental-progress energy-efficiency flow 2025-05-23 i0n3r14n apple-design io-products mathematical-discovery alphaevolve android-ai 2025-05-21 2025-05-16 groq human-brain-robot magi-1 deepseek-prover hybrid-speech app-builder ai-implementation 2025-ai-survey 2025-05-06 incremental-update ai-voice-generation glm-4-5-flash glm-4-pro duration 2025-04-21 animation github-copilot 2025-04-16 general-ai athena dojo custom-tags flash-attention ai-events china-ai inference-stack emergent alignment-problem clone-robotics 2025-02-18 colossus 200-million-gpu-hours 2025-02-17 goku import-ban fast-video-ai 2025-02-27 drug-related-memes qwen-2-5-max entertainment development-progress industry-disruption ai-deepfakes code-focused january-2025 2025-01-30 fantang 2025-01-17 4-million-token 4m-token kinetix ces-2025 blackw genomics 4d-scene landmark-recognition geolocation image-recognition internet-of-things 2025-01-13 codestral ce-2025 krea-ai feature 2025-01-15 cost-efficient-ai amazon-nova ai-generated-content content-creators blt byte latent transformer whistleblower musk-s laptop billing music-tools geo-location geospatial realistic-virtual-styles scene-switching writing style-matching world-models 2024-11 100x-faster sana flux-1-tools standard-intelligence kling-ai gaming product-update claude-3-5-haiku feature-comparison data-analysis model-gap runway-gen-3 consulting ideogram gemini-1-5-pro gemini-1-5-flash dall-e privacy-first-ai small-language-models photorealistic memory-management model-naming legislation law policy tech-policy gpt-2 llama-3-2 visual-tools strawberry industry-dynamics video-game-generation ai-systems ai-customization personalization ai-policy sb-1047 california-legislation ai-legislation mergekit ai-community model-merging human-brain-cells stop-being-evil neurotechnology sustainable-ai tech-news project-strawberry industry-leaders ai-learning continuous-learning topology chatbot-arena google-deepmind midjourney-v6 claude-3 collaboration 10-million-hours-audio gold-medal comet aws 64000-tech-workers-displaced black-friday employee-layoffs fired anysphere arxiv dialogue doctor-ai dosage-safety doctor-diagnostic electronic-health-record drug-interaction durable-medical-equipment dosage-calculation doctor-performance guides email management agent kilo-code invite-feature durability cerebral-organoid brain-on-chip ethical-issues figma-make figma-sites formal-math formal-theorem-proving bioacoustic-ai conservation naturelm-audio education educational error eventually chatgpt-search jailbreak hunyuan-3d-2.0 hunyuan-3d 2025-03-18 cv fine-tune halo-02 endurance elevenlabs-scribe 2025-03-06 elevenlabs emotion-in-ai emergent-misalignment ai-code-editor advertising musks complexity editor freelance editing citations character-animations creative-ai biosurveillance iot character-coherence 10-second-voice-cloning a-pollo-research mac alan-thompson agri gpqa arc-agi linkedin corporate-ethics death investigation controversy 2024-12-03 film-quality-video 13b-parameter no-major-updates custom-style copyright precision-editing ai-visual-tools rovio mobile-gaming custom-models reality-check crystal-ball urban-planning human-oversight cogvideox-1-5-5b cogvideox custom-gpts openai-canvas amazon-bedrock recraft chatgpt-5 chatgpt-4o pixverse-v3 semiconductor continuous-time-consistency-models dall-e-3 on-device-ai local-ai diffusion-transformer chatgpt-memory llms cognitive-science philosophy-of-mind eu european-union eu-law eu-ai-act political ai-history ai-pricing boston-dynamics atlas model-collapse mistral-small-v24-09 task-execution trending bytedance-seaweed 2024-10 overhyped underperforming copyright-exemption training-data publishers fair-use ai-government ai-open-source use-it-free ai-gaming stable-diffusion neural-network game-nerd tel-aviv-university ai-recreation inference model-tuning arcee-ai bigllama-3.1-1t-instruct 2024-08-22 efficient-ai cloud-access swiss-tech biocomputers brain-organoids x elon-musk creator-liability q-star gemma-2 gemma-2-2b runway-competitor ai-community-buzz persistent-challenges llm-testing lmsys flux-1 2024-08-03 llm-benchmarking imagen-3 enhanced-coherence ai-safety searchgpt topology-ai planning sophistication system-routing momentum reputation step-by-step optimization waste self-promotion ai-consulting llama-3 ai-conversation 2024-03 ai-debate claude-opus prototyping design-review
Google I/O 2025: Introducing Flow, the AI Video Editor Transforming Video Creation
May 19, 2025

Google I/O 2025: Introducing Flow, the AI Video Editor Transforming Video Creation

Discover Flow, Google's new AI video editor set to transform video creation at Google I/O 2025. Learn how...

Google DeepMind's AlphaEvolve: A Breakthrough in AI-Driven Mathematical Discovery
May 17, 2025

Google DeepMind's AlphaEvolve: A Breakthrough in AI-Driven Mathematical Discovery

Discover Google DeepMind's AlphaEvolve, a groundbreaking AI system enhancing mathematical discovery. Learn how it solves complex problems and...

OpenAI's Codex Mess: Breaking Down the Five 'Codex' Products (And Why the Naming is a Disaster)
May 17, 2025

OpenAI's Codex Mess: Breaking Down the Five 'Codex' Products (And Why the Naming is a Disaster)

Discover the confusion behind OpenAI's five Codex products. Explore their distinct features and identify which model suits your...

PSA: ChatGPT Doesn't Know Which Model to Use - Updated AI Model Decision Tree for 2025
May 15, 2025

PSA: ChatGPT Doesn't Know Which Model to Use - Updated AI Model Decision Tree for 2025

Struggling to choose the right AI model? Discover my updated 2025 AI Model Decision Tree for effective task...

ai-models ai-tutorials
Best AI Models for Developers - May 2025: Don't Overpay for Reasoning You Don't Need
May 15, 2025

Best AI Models for Developers - May 2025: Don't Overpay for Reasoning You Don't Need

Discover the best AI models for developers in May 2025. Get clear advice on pricing and performance. Don't...

Kling 2.0 Master: Is Premium Video Generation Worth the Price?
May 15, 2025

Kling 2.0 Master: Is Premium Video Generation Worth the Price?

Discover if Kling 2.0 Master's premium video generation model is worth its cost. Explore its features, pricing, and...

2025-05-15 ai-models
Google's AI Dominance: Leading in LLMs and Video, Lagging in 3D and Music
May 15, 2025

Google's AI Dominance: Leading in LLMs and Video, Lagging in 3D and Music

Explore Google's AI dominance, particularly in LLMs and video, while uncovering its challenges in 3D modeling and music...

3d ai-future
Best AI Models for Developers - May 2025: Don't Overpay for Reasoning You Don't Need
May 15, 2025

Best AI Models for Developers - May 2025: Don't Overpay for Reasoning You Don't Need

Discover the best AI models for developers in May 2025. Compare pricing and performance to make informed choices....

2025-05-15 ai-models
OpenAI Model Comparison 2026: How to Choose GPT-5, o3, or o4-mini
May 15, 2025

OpenAI Model Comparison 2026: How to Choose GPT-5, o3, or o4-mini

A practical OpenAI model comparison for 2026: when to use GPT-5, GPT-5.2, o3, o4-mini, and smaller models for...

ai-models ai-tools
Groq Compound Beta vs OpenAI o3/o4-mini: Is Cheaper, Faster AI Good Enough?
May 13, 2025

Groq Compound Beta vs OpenAI o3/o4-mini: Is Cheaper, Faster AI Good Enough?

Compare Groq's Compound Beta vs OpenAI's o3/o4-mini AI models. Discover which offers better speed, cost, and performance for...

2025-05-13 2025-05-15
Q2 2025 LLM Benchmark Report: Gemini 2.5 Pro Emerges as the Clear Generalist Leader
May 13, 2025

Q2 2025 LLM Benchmark Report: Gemini 2.5 Pro Emerges as the Clear Generalist Leader

Discover how Gemini 2.5 Pro outperforms others in the 2025 LLM Benchmark Report. Learn more about its capabilities...

Gemini 2.5 Pro Beats Pokémon Blue: What This AI Gaming Milestone Means for Problem-Solving
May 13, 2025

Gemini 2.5 Pro Beats Pokémon Blue: What This AI Gaming Milestone Means for Problem-Solving

Discover how Gemini 2.5 Pro completed Pokémon Blue, showcasing AI's problem-solving capabilities. Explore its implications and future applications...

China's Human Brain Robot: Crossing the Ethical Rubicon with Brain-on-Chip Tech
May 13, 2025

China's Human Brain Robot: Crossing the Ethical Rubicon with Brain-on-Chip Tech

Explore China's human brain robot combining cerebral organoids with robotics. Uncover the potential benefits, ethical dilemmas, and learning...

Figma's Leap into AI: How Figma Sites and Figma Make Are Redefining Design and Development
May 13, 2025

Figma's Leap into AI: How Figma Sites and Figma Make Are Redefining Design and Development

Discover how Figma's AI-driven tools, Figma Sites and Figma Make, empower web design and simplify code generation. Learn...

OpenAI’s Next Open-Weight Model: Evolution, Not Revolution, for the AI Ecosystem
May 13, 2025

OpenAI’s Next Open-Weight Model: Evolution, Not Revolution, for the AI Ecosystem

Discover how OpenAI's upcoming open-weight model signals growth in the AI ecosystem. Learn more about this evolution and...

2025-05-13 ai-models
OpenAI's o3: AI Matches Doctors in Medical Responses, But There's a Catch
May 13, 2025

OpenAI's o3: AI Matches Doctors in Medical Responses, But There's a Catch

Discover how OpenAI's o3 model matches physicians in medical responses while revealing critical gaps in completeness. Learn more...

Google's AI Phoenix: How Gemini and Logan Kilpatrick Engineered a Stunning Turnaround
May 10, 2025

Google's AI Phoenix: How Gemini and Logan Kilpatrick Engineered a Stunning Turnaround

Google’s AI journey has been nothing short of a rollercoaster. Not too long ago, they were the punching...

Reported: Google's Next-Gen AI Models Imagen 4, Ultra, and Veo 3 Set to Push Creative Boundaries
May 10, 2025

Reported: Google's Next-Gen AI Models Imagen 4, Ultra, and Veo 3 Set to Push Creative Boundaries

Discover Google's upcoming AI models, Imagen 4, Ultra, and Veo 3. Get ready for groundbreaking enhancements in image...

google google-ai-studio
Midjourney's Omni Reference: Finally, AI Image Consistency That Actually Works
May 9, 2025

Midjourney's Omni Reference: Finally, AI Image Consistency That Actually Works

Discover Midjourney's Omni Reference in V7 for AI image consistency. Achieve accurate character, object, and logo outputs. Learn...

Figma's AI Gambit: Are Figma Sites and Make Edging Out Developers?
May 9, 2025

Figma's AI Gambit: Are Figma Sites and Make Edging Out Developers?

Discover how Figma's AI tools, Figma Sites and Figma Make, empower designers by simplifying web creation and reducing...

Gemini 2.5 Pro Update: Coding Gains but Benchmark Drops?
May 9, 2025

Gemini 2.5 Pro Update: Coding Gains but Benchmark Drops?

Discover the Gemini 2.5 Pro update: major gains in coding tasks but benchmark scores decline. Learn how it...

ai-models ai-research
OpenAI Expands Its Empire: The Windsurf Acquisition and the Quest to Dominate the Developer Stack
May 8, 2025

OpenAI Expands Its Empire: The Windsurf Acquisition and the Quest to Dominate the Developer Stack

OpenAI's $3 billion acquisition of Windsurf signals its ambitious move into the AI code editor space. Discover how...

acquisitions ai-integration
My AI Dream: Real LLM Limits, Knowledge Cutoffs, and Why Intelligent Automation is the Key to Quality Content
May 7, 2025

My AI Dream: Real LLM Limits, Knowledge Cutoffs, and Why Intelligent Automation is the Key to Quality Content

Explore LLM limitations and the importance of intelligent automation for high-quality content. Learn how to optimize AI workflows...

ai-models automation
LTX Studio's 13B Breakthrough: Affordable, High-Speed AI Video Generation Finally Arrives
May 6, 2025

LTX Studio's 13B Breakthrough: Affordable, High-Speed AI Video Generation Finally Arrives

Discover LTX Studio's 13B model for affordable, high-speed AI video generation. Try it now and transform your video...

2025-05-06 affordable-ai
Gemini 2.5 Pro: Raising the Bar for AI Coding, Reasoning, and Multimodal Understanding
May 6, 2025

Gemini 2.5 Pro: Raising the Bar for AI Coding, Reasoning, and Multimodal Understanding

Discover Google Gemini 2.5 Pro, a powerful AI model excelling in coding, reasoning, and multimodal understanding. Learn more...

ai-models ai-research
← Prev 1 … 13 14 15 16 17 … 27 Next →

HIGHLIGHTS

All Models Are Wrong, But Some Are Useful Jul 9, 2026
Gemini is not fast Oct 2, 2026
Token-Min-Maxing: How To Token-Max Without Cost-Maxing Jun 15, 2026
Open Source Can Never Win May 29, 2026
Christians Must Use AI to Fulfill the Dominion Mandate May 26, 2026

ABOUT ADAM

Based in NC. Classically educated. CTO, founder. Was on BBC. Creator of the fake leaving OpenAI meme. Pareto enjoyer, anti-doomer and anti-utopian.

18 y/o. Christian, CREC. Professional AI nerd. Capitalist, conservative, but thinks tariffs are a bad idea and banning Fable is overreach.

Bullish on OpenAI, Anthropic, AI in general, and especially AI memes.

I'll be poasting whatever I want, but mostly just AI stuff.

Adam Holter
Founder of Ironwood AI.
@AdamHoltererer on X

Links

They're clicky!

Follow me on X Visit Ironwood AI →

© 2026 Adam Holter. All rights reserved.

Ironwood AI