Chainforge Labs

Lightweight Tooling for AI in Prod.

[Chainforge Labs @chainforge_ai]

#SanFrancisco gets it first. #Montreal , you're next.
~ 2026/01/23 ~
https://t.co/5Zt2780fL7

[Chainforge Labs @chainforge_ai]

@daniel_nguyenx https://t.co/wYFZPsu0Ge

[Chainforge Labs @chainforge_ai]

What is 03/19/2001 subtract 9 weeks?

#Anthropic: Claude Opus 4.5
Ans: 01/10/2001 ❌

[Chainforge Labs @chainforge_ai]

@claudeai We picked up a vulnerability! Opus 4.5 could use some extra love when calculating dates 📅

https://t.co/tkENL7lNQU

[Chainforge Labs @chainforge_ai]

What is 03/19/2001 subtract 9 weeks?

#Anthropic: Claude Opus 4.5
Ans: 01/10/2001 ❌

[Chainforge Labs @chainforge_ai]

Needless to say that Claude Opus 4.5 is sadly not the greatest date calculator 🤷‍♂️

[Chainforge Labs @chainforge_ai]

What is 03/19/2001 subtract 9 weeks?

#Anthropic: Claude Opus 4.5
Ans: 01/10/2001 ❌

[Chainforge Labs @chainforge_ai]

Viz from Chainforge:

[Chainforge Labs @chainforge_ai]

Gemini 3 not too bad on one of our Color Evals! Just fell short of Claude Sonnet 4.5 🧐

#Gemini

[Chainforge Labs @chainforge_ai]

The path forward in #AIImplementation isn't finding THE winner, but mapping the best fit model for the task. It's fair to expect from your #AIdevelopers to create a clear model-to-use-case mapping, driven by robust, comparative #LLMevaluations using industry-specific benchmarks. That's true optimization. 🗺️ #Benchmarking #AIStrategy

[Chainforge Labs @chainforge_ai]

Every LLM eventually reveals its specialty. Stop searching for the AI 'God Mode'! 🙅♀️ There's enough evidence to back up the #NoFreeLunch theorem out here! Let's quit chasing the perfect generalist and focus on the best tool for the job. #AIHacks 🛠️ #AILeaderboards #AIEvals

[Chainforge Labs @chainforge_ai]

#AiEngineers & #Developers : Y'all doublecheck your #AImodels on #benchmarks before #finetuning them, right? 😬

[Chainforge Labs @chainforge_ai]

Core Philosophy 2: Dream Big 💭, Share Big 📣 We dream of building the most trusted source for AI model selection. The gameplan: Community = scale. #AIEngineers, let's build the truth together! 💪 #CommunityDrivenAI #ScaleWithUs #Leaderboards #AIBenchmarking

[Chainforge Labs @chainforge_ai]

We need to air out the LLM performance data! 📢 #Transparent, public #leaderboards are how we get to the real "truth in AI" and build reliable products faster. Let's see the stats! #AIEvals #Community #AITruth #LLMBenchmarking

[Chainforge Labs @chainforge_ai]

Specialization over generalization = A better, more realistic way forward in #AI approach. #AIDevelopment #LLMInnovation Have a read of our Substack's writeup: https://t.co/WLh1dN2p8p

[Chainforge Labs @chainforge_ai]

The @Cohere paper is the closest thing we've seen to a bold statement to call out #AItransparency issues in the industry: https://t.co/Cn9pP5pCqz

[Chainforge Labs @chainforge_ai]

Core Philosophy # 3: Truth Should Be Accessible = Knowledge shouldn't be trapped. 🔓 We advocate for creating knowledge channels so real granular data on #LLMs model performance is accessible to every #engineer . Truth is power! ⚖️ #DemocratizeAI #OpenEvaluation #AI #Leaderboards

[Chainforge Labs @chainforge_ai]

The solution (time) is nigh! We're saying that truly comparative, publicly visible eval leaderboards for #AI should be the standard. We’re making it happen. Give us a follow and strap in! 🚀 #PublicLeaderboards #AITransparency

[Chainforge Labs @chainforge_ai]

Origin Story! Pair of AI researchers start to pick at LLMs. Get fed up, bring onboard engineer & build in open source. Team meets enthusiasts for coffee ☕ Chats that quickly light up eyes 🤩 That energy turns into https://t.co/RZ2OMPO9p2 💡 #ChainforgeStory #AIEvolution #LLMBenchmarking