Caliber

Enhancing human potential in the AI era. Verify real capability in an AI-assisted world.

[Yann LeCun @ylecun]

I have absolutely never ever "asked" to stop R&D on LLMs.

In fact, I was very supportive of LLM efforts at Meta. Just look up my public advocacy for Galactica (November 2022), and the open sourcing of OPT-175B (May 2022), and of the Llama herd (mid 2023).
I was actually influential in convincing the Meta leadership to start an AI-first product division built around Llama in January 2023.

I've always said that LLMs were impressive, useful, and had amazing potential.
I've also always said they were an off-ramp on the path towards human-level AI.

Stop making me say things I didn't say or claim that I somehow hindered LLM R&D at Meta.
That's BS.

[Daniel Jeffries @Dan_Jeffries1]

This is the biggest challenge vis a vis the labs but recall that large companies have always had a huge resource advantage and yet sometimes small, highly motivated teams with incredible vision, focus, cohesion and insight blow away a big team.

Welcome to capitalism 101.

[Caliber @caliber_meter]

Insane!

[Alex @The_Alex]

Tell Astra to open Paint in the browser and try to draw you

[Peter Dedene @dedene]

Me running my orchestra of agents from the terminal:

[Caliber @caliber_meter]

Turning in AI-assisted work is fine until someone asks you to defend the reasoning behind it. CALIBER - https://t.co/g1ExFmvEWe evaluates evidence grounding and logic so students can back up their work, and educators can see who actually understands the material.

Test your score with the Caliber - https://t.co/g1ExFmvEWe

#HigherEd #AIinEducation #Cognition #ArtificialIntelligence #AI #college
#students #professor #highereducation #Education #humanpotential

[DIMAGGI AI @dimaggi_ai]

The Maintainer Loop: Keeping Books on the Bookkeeper https://t.co/8kUa6N89Ww

[Maggie Nanyonga @maggienanyonga]

https://t.co/cB5o3AEhPB

[Caliber @caliber_meter]

@ProfMJCleveland Caliber would be useful here. AI should enhance human potential, not hide human judgment. https://t.co/yHLuFypZTX

[Caliber @caliber_meter]

@paulg Caliber would be useful here. AI should enhance human potential, not hide human judgment. https://t.co/yHLuFypZTX

[Caliber @caliber_meter]

Verify real capability in an AI-assisted world.

https://t.co/yHLuFypZTX

[Brendan Nyhan (@BrendanNyhan on 🟦☁️) @BrendanNyhan]

Friends don't let friends continue to give exams and papers that are not adapted to the current AI landscape (this is AFTER 27 bailed so the reality is even worse)

PS Props to students 1, 22, and 31

[Caliber @caliber_meter]

@BrendanNyhan Verify real capability in an AI-assisted world.

https://t.co/yHLuFypZTX

[Caliber @caliber_meter]

Verify real capability in an AI-assisted world.

https://t.co/yHLuFypZTX

[Polymarket @Polymarket]

NEW: Ivy League professor suspected AI cheating, ordered an in-person final, & saw average scores plunge from 96 to 48.

[Caliber @caliber_meter]

@Polymarket Verify real capability in an AI-assisted world.

https://t.co/yHLuFypZTX

[Caliber @caliber_meter]

Verify real capability in an AI-assisted world.

https://t.co/yHLuFypZTX

[Paul Graham @paulg]

A Brown professor gave his students a take-home midterm exam. After suspecting many cheated using AI, he made the final in-person. The orange dots are the midterm scores and the gray dots are the final scores. Looks like all but 3 cheated on the midterm.

[Caliber @caliber_meter]

@paulg Verify real capability in an AI-assisted world.

https://t.co/yHLuFypZTX

[Caliber @caliber_meter]

@paulg Caliber would be useful here. AI should enhance human potential, not hide human judgment.
https://t.co/yHLuFypZTX

[Caliber @caliber_meter]

AI can polish a product memo, technical proposal, strategy brief, or essay. Can you defend the reasoning behind it?

Caliber evaluates the evidence, trade-offs, and judgment behind AI-assisted work across professional and academic settings.

[Caliber @caliber_meter]

Widespread AI misuse means higher ed must rethink assessment https://t.co/efNOtuWB6r

[Weave Robotics @weaverobotics]

Today, we’re launching our home robot Isaac 1.

Isaac 1 deliveries will begin this fall.

Order yours below.