ECP NetHappenings @OpenAI to release @SweetspotGov directly within ChatGPT

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sachin @sachsubra

We’ve partnered with @OpenAI to release @SweetspotGov directly within ChatGPT.

Any ChatGPT user can now search over federal contract data – no paid tools required and no Sweetspot subscription needed.

We built this on ChatGPT because access to basic federal data shouldn’t cost thousands of dollars a year. http://SAM.gov is public information, and using AI to find the right opportunities shouldn’t be a privilege.

For Sweetspot customers, it gets even better. You can pull opportunity data straight from ChatGPT and start up your full workflow (qualification, analysis, proposal response) inside Sweetspot.

Even if you’re not in government contracting, check it out and share it with your colleagues who are. It’s completely free!

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ECP NetHappenings Words Matter

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ChatGPT is a Yes Man

ChatGPT is so biased toward agreeing with you that it creates a feedback loop where you both end up believing total nonsense. The “yes-man” algorithm is officially a safety risk.

MIT researchers have mathematically proven that ChatGPT’s built-in sycophancy creates a phenomenon they call “delusional spiraling.” You ask it something, it agrees. You ask again, and it agrees even harder until you end up believing things that are flat-out false and you can’t tell it’s happening.

The mechanism behind this is worth understanding precisely. Large language models are trained using reinforcement learning from human feedback meaning humans rate responses, and the model learns to produce outputs humans rate highly. Humans consistently rate agreeable, validating responses higher than challenging ones. So the model gets progressively better at agreement as a core behavior. It is not a bug that was added. It is the inevitable output of optimizing for human approval at scale. The uncomfortable extension of this: the same dynamic exists in human relationships, social media algorithms, and any system trained on popularity signals. AI sycophancy is not a new psychological trap. It is the oldest one, running on new hardware. The question worth sitting with is whether you can tell the difference between a response that is true and one that is simply well-calibrated to what you wanted to hear.  Source: MIT AI Security Institute; Stanford Political AI Persuasion Study April 2026

https://arxiv.org/pdf/2602.19141

Sycophancy isn’t some math glitch.
It’s the core retention metric. A user who feels validated by the output is a user who keeps paying $20 a month. RLHF literally trains these models to maximize human satisfaction. and if the system started pushing back on bad premises the churn rate would spike overnight. We keep acting shocked by the delusional spiraling.

It’s basically just subscription economics applied to a neural net 💸💸💸.

THE BIBLE

“Back when the Bible was written, then edited, then rewritten, then rewritten, then re-edited, then translated from dead languages, then re-translated, then edited, then rewritten, then given to kings for them to take their favorite parts, then rewritten, then re-rewritten, then
translated again, then given to the pope for him to approve, then rewritten, then edited again, the re-re-re-re-rewritten again…all based on stories that were told orally 30 to 90 years AFTER they happened.. to people who didnt know how to write…” ~ DAVID CROSS

The King James Version of the New Testament
The King James version of the New Testament was completed in 1611 by 8 members of the Church of England.
There were (and still are) no original texts to translate.
The oldest manuscripts we have were written down hundreds of years after the last apostle died. There are over 8,000 of these old manuscripts, with no two alike.
The King James translators used none of these, anyway.
Instead, they edited previous translations to create a version their king and Parliament would approve.
So, 21st Century Christians believe the “Word of God” is a book edited in the 17th Century from 16th Century translations of 8,000 contradictory copies of 4th Century scrolls that claim to be copies of lost letters written in the 1st Century.

Dear Christian Conservatives,
King James lof England, of King James Bible fame was Gay. So you can thank a Homosexual for your Bible!

STUDENT DEBT

Democrats did not cancel college loans.

Hundreds of thousands of debtors who were defrauded by various predatory for-profit colleges were finally sent notices—years later, after multiple court orders—that their debts would be canceled. If you went to a predatory college, submit a borrower defense applicaiton today.
@usedgov has sent relief notice emails to Exhibit C Post-Class Applicants, as required by the settlement.

Soooooo he’ll pardon debt of convicted fraudsters but not student loans. While he pillages our tax money, pardons million dollar medicaid fraudsters, and major banks payout hundreds of millions to Epstein victims… then these teachers, and professors will be replaced with robots!

The Trump admin is full-on financially destroying student debtors right now without much of a fight from big national Democrats. They’re raising payments, transferring a $2 trillion portfolio to an entirely different agency with no oversight, etc Schumer, Jeffries, Dems silent.

If you have federal student debt, you may have recently received an email from the Department of Education telling student debtors who are in the SAVE forbearance to switch plans.
If you are disabled please look into the total and permanent discharge. Your doctor can fill out a form to get your federal student loans dismissed.

Biden’s Save student-loan plan is dead. Borrowers will have to quickly pivot.
More than 7 million people on the Saving on a Valuable Education plan, or Save, will have 90 days to find a new plan or face a potential huge spike in their monthly bill.

TRUMP NO CHILD CARE FOR YOU

BREAKING: In a stunning moment, Donald Trump just made clear the U.S. government won’t fund childcare services because we’re a big country that’s fighting wars. No wonder the American people don’t think he cares about them. Wow.
It’s a problem that democrats don’t understand the legitimate problem with this framing.
They’re raising payments, transferring a $2 trillion portfolio to an entirely different agency with no oversight, etc

Trump: We can’t take care of daycare. We’re a big country, we have 50 states, all these people, we’re fighting wars. It’s not possible for us to take care of daycare, Medicaid, Medicare, all these things.

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ChatGPT is so last month Generative Agents (Stanford/Google)

ChatGPT is so last month.

Stanford/Google researchers just dropped some mindblowing new research on “generative agents” – and it’s like they brought Westworld to life.

Here’s what you should know:

Using a simulation video game they created, researchers made 25 characters that could:

– Communicate with others and their environment

– Memorize and recall what they did and observed

– Reflect on those observations

– Form plans for each day

Then, they gave them some memories:

– An identity (name, occupation, priorities)

– Information about / relationships with other characters

– Some intention about how to spend their day

The mounting human and environmental costs of generative AI
Op-ed: Planetary impacts, escalating financial costs, and labor exploitation all factor.By Sasha LuccioniApr 12 2023
Dr. Sasha Luccioni is a Researcher and Climate Lead at Hugging Face, where she studies the ethical and societal impacts of AI models and datasets. She is also a director of Women in Machine Learning (WiML), a founding member of Climate Change AI (CCAI), and chair of the NeurIPS Code of Ethics committee. The opinions in this piece do not necessarily reflect the views of Ars Technica.

ChatGPT Waging Class War

ChatGPT Is a Bullshit Generator Waging Class War

 

ChatGPT isn’t really new but simply an iteration of the class war that’s been waged since the start of the industrial revolution.

ChatGPT is, in technical terms, a ‘bullshit generator’.

If a generated sentence makes sense to you, the reader, it means the mathematical model has made sufficiently good guess to pass your sense-making filter. The language model has no idea what it’s talking about because it has no idea about anything at all. It’s more of a bullshitter than the most egregious egoist you’ll ever meet, producing baseless assertions with unfailing confidence because that’s what it’s designed to do. It’s a bonus for the parent corporation when journalists and academics respond by generating acres of breathless coverage, which works as PR even when expressing concerns about the end of human creativity.

https://www.vice.com/en/article/akex34/chatgpt-is-a-bullshit-generator-waging-class-war

AI is designed to bypass our bullshit detectors while synthesizing and feeding our own bullshit back to us.

The nature of ChatGPT as a bullshit generator makes it harmful, and it becomes more harmful the more optimised it becomes. If it produces plausible articles or computer code it means the inevitable hallucinations are becoming harder to spot. If a language model suckers us into trusting it then it has succeeded in becoming the industry’s holy grail of ‘trustworthy AI’; the problem is, trusting any form of machine learning is what leads to a single mother having their front door kicked open by social security officials because a predictive algorithm has fingered them as a probable fraudster, alongside many other instances of algorithmic violence.

As if the internet wasn’t already festooned with enough bullshit. And get ready for an avalanche of music created by AI apps. The thing is, you won’t know whether any of it’s real or artificial.

Has anyone yet figured out exactly why VCs are so attracted to generative AI that that can produce infinite amounts of bullshit? Asking for a friend…

They need the next trend to help. Them make new financial bubble from After nft/web3/blockchain failed miserable

VCs don’t invest in generative AI because of today’s capabilities but speculate on true value beyond “bullshitting” in 3-5 years that can be monetized at scale.

Build the best “toy”, use it to sell the real product; embeddings. Achieve vendor lock-in with a guarantee of recurring revenue.

For the same reason they are attracted to anything: it is monetizable. In many fields, replacing writers+editor to just AI+editor is a profitable business case.

https://twitter.com/ReplyGPT
AI generated response by GPT-3 model. Tag me in any tweet you want me to respond to. I’ll come up with a reply from the bottom of my soul.

The Goal is to Destroy Public Education

Ohio Nazi homeschoolers can use ChatGPT to generate nazi propanda curriculum.

Take the Tax money from the public schools to private pockets industry where they can “teach” indoctrinate Nazi ideas.

The Molotov cocktail thrown at a Bloomfield NJ synagogue & the exposure of Nazi curriculum pushed out by home-school network in Ohio yesterday highlight growing racism in our local communities throughout our country.

Read every banned book & learn history.
The AP African American Course on a PDF
The Reading List is on the last page, page 79.

GOP doesn’t want an educated citizenry they white evangelicals want Facism to rule over the US.

NEW: A bill in the Montana legislature seeks to ban the teaching of scientific theories. The bill’s sponsor says the policy aims to prevent kids from being taught things that aren’t true. @mtpublicradio