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See how Palantir Software Engineer Colton Rusch uses AIP Evolve to prove that cheaper AI doesn't have to mean worse AI: "Evolve screened a whole suite of models across providers, then used evals and expert feedback to rule out certain options and keep others for further optimization." "We got... show more

Palantir

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14,329 views • 1 month ago •via X (Twitter)

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70% lower cost. 84% fewer GPT calls. 90% expert-preferred output. At DevCon 6, Dr. David Zihr, Medical Director for Physician Advising Services at Tampa General Hospital, and Palantir Forward Deployed Engineer Colton Rusch show how AIP Evolve achieved these optimizations by screening models across providers, rewriting prompts, and swapping AI for deterministic code on Tampa General's AI-generated utilization reviews.

70% lower cost. 84% fewer GPT calls. 90% expert-preferred output. At DevCon 6, Dr. David Zihr, Medical Director for Physician Advising Services at Tampa General Hospital, and Palantir Forward Deployed Engineer Colton Rusch show how AIP Evolve achieved these optimizations by screening models across providers, rewriting prompts, and swapping AI for deterministic code on Tampa General's AI-generated utilization reviews.

Palantir

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At DevCon 6, Palantir Software Engineer Ankit Shankar unveils the Agent Stack, a set of products to help you build production agents for the enterprise, all built on the Ontology. ▪️Orchestrator for durable execution ▪️Agent Engine and Agent SDK for building agents of any shape ▪️Agent Manager for actionable telemetry and observability ▪️AIP Evolve for continuous, end-to-end optimization

At DevCon 6, Palantir Software Engineer Ankit Shankar unveils the Agent Stack, a set of products to help you build production agents for the enterprise, all built on the Ontology. ▪️Orchestrator for durable execution ▪️Agent Engine and Agent SDK for building agents of any shape ▪️Agent Manager for actionable telemetry and observability ▪️AIP Evolve for continuous, end-to-end optimization

Palantir

41,936 views • 2 months ago

SITUATION EXPLAINED: Why is software the most important part of the AI hardware stack? We asked Anush Elangovan, VP of AI software at AMD "You got the data center, you got desktop, you got laptops, you got FPGAs. And in time, we have multiple generations of each. So if you map this whole terrain out, software is gonna have to map across so much hardware variation that this is kind of like the golden age of abstractions." "We wanna abstract it in a way that you almost have to automate it too. Because there's gonna be a combinatorial explosion of cases that we have to handle. But every one of them is gonna expect day zero support and performant models." "You're not doing performance optimization of one platform. You're doing performance optimization of N platforms across like a time machine. And when a new model drops, every combination is gonna be looking for it." "Because AI is gonna suck up every flop that exists. Any flop, any compute you have anywhere is something that AI could be using: your laptop doing local tokens for coding sessions, grepping files, bash commands, voice commands done locally for latency reasons."

SITUATION EXPLAINED: Why is software the most important part of the AI hardware stack? We asked Anush Elangovan, VP of AI software at AMD "You got the data center, you got desktop, you got laptops, you got FPGAs. And in time, we have multiple generations of each. So if you map this whole terrain out, software is gonna have to map across so much hardware variation that this is kind of like the golden age of abstractions." "We wanna abstract it in a way that you almost have to automate it too. Because there's gonna be a combinatorial explosion of cases that we have to handle. But every one of them is gonna expect day zero support and performant models." "You're not doing performance optimization of one platform. You're doing performance optimization of N platforms across like a time machine. And when a new model drops, every combination is gonna be looking for it." "Because AI is gonna suck up every flop that exists. Any flop, any compute you have anywhere is something that AI could be using: your laptop doing local tokens for coding sessions, grepping files, bash commands, voice commands done locally for latency reasons."

MTS

17,297 views • 2 months ago

We have taken action to bring down health care costs. That includes capping the cost of insulin at $35 a month for seniors, capping out-of-pocket drug costs for Americans with Medicare, and empowering Medicare to negotiate lower prescription drug prices.

We have taken action to bring down health care costs. That includes capping the cost of insulin at $35 a month for seniors, capping out-of-pocket drug costs for Americans with Medicare, and empowering Medicare to negotiate lower prescription drug prices.

Vice President Kamala Harris Archived

255,165 views • 1 year ago

We've got to fight for lower costs and a better future, but we need a majority in the Senate to make it happen. Grateful to have Elizabeth Warren’s support in this race. Now let’s win this election, and get it done.

We've got to fight for lower costs and a better future, but we need a majority in the Senate to make it happen. Grateful to have Elizabeth Warren’s support in this race. Now let’s win this election, and get it done.

Chris Pappas

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From a scrappy side project built to solve their own LLM optimization problems to becoming the industry’s de-facto independent scoreboard, Micah Hill-Smith and George Cameron went through the arc of launching Artificial Analysis for free, paying benchmarking costs out of pocket, and growing it into what many now call the “new Gartner of AI” for enterprises, labs, and developers. We sat down with Micah and George to unpack why truly independent benchmarking is so hard (prompt variance, eval saturation, mystery-shopper policies), how the Artificial Analysis Intelligence Index evolved as old benchmarks broke, and what new metrics actually matter now such as agentic evals (GDPVal-AA). We also dig into the economics behind the “smile curve” of AI: why intelligence is getting 100–1000× cheaper per unit while total spend explodes, how reasoning and agents change token efficiency, and their bet that evals must continuously evolve or risk training the industry to optimize for the wrong things. swyx Micah Hill-Smith George Cameron

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Latent.Space

33,451 views • 8 months ago

WHY ARE AI DEVELOPERS STILL PAYING FOR 5+ DIFFERENT APIs? GPT -> Claude -> Gemini -> DeepSeek -> Grok. Different providers. Different keys. Different integrations. And a growing API bill. DIT ai changes that. → One API gives you access to 50+ leading AI models with a single key. → Lower costs requests are routed across 160+ providers to find competitive real time pricing, with typical savings of 30–70% depending on the model and route. → Keep your stack — DIT ai is OpenAI compatible. Change your base URL + API key instead of rebuilding your entire integration. → Automatic failover — if an upstream provider fails before the response begins, DIT ai automatically reroutes to another qualified provider. For AI agents, SaaS products, startups, and anyone pushing serious API volume, this could make managing AI infrastructure a lot simpler. Same models. One key. Lower bill. LINK BELOW TO TRY IT OUT

WHY ARE AI DEVELOPERS STILL PAYING FOR 5+ DIFFERENT APIs? GPT -> Claude -> Gemini -> DeepSeek -> Grok. Different providers. Different keys. Different integrations. And a growing API bill. DIT ai changes that. → One API gives you access to 50+ leading AI models with a single key. → Lower costs requests are routed across 160+ providers to find competitive real time pricing, with typical savings of 30–70% depending on the model and route. → Keep your stack — DIT ai is OpenAI compatible. Change your base URL + API key instead of rebuilding your entire integration. → Automatic failover — if an upstream provider fails before the response begins, DIT ai automatically reroutes to another qualified provider. For AI agents, SaaS products, startups, and anyone pushing serious API volume, this could make managing AI infrastructure a lot simpler. Same models. One key. Lower bill. LINK BELOW TO TRY IT OUT

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IDK HOW I MISSED THIS-BUT MAYBE WE CAN MEGA EVOLVE MULTIPLE POKÉMON IN BATTLE. As you can see in AustinJohnPlay’s video,he mega evolves Lucario once,then the gauge runs out but then he fills it up again and megas a 2nd time in the same battle. Hypothetically: If he swaps to another Pokemon that can mega he should be able to use the newly filled gauge to mega a different Mon in the same battle.(unless we are only allowed 1 Pokemon in The rogue battles?) ALSO IF we can refill this gauge somehow, with an item or just hitting our opponent in a regular battle, the same situation could occur. Of course the regular battle would have to last long enough for that gauge to run out and refill. I’m still hoping we can just swap out our mega mid-battle and if there’s still energy in our gauge we can mega evolve the newly switched in Mon… but that seems unlikely now that it seems the gauge need to be full to mega evolve again.

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At my small business, a cone of ice cream costs the same for everyone. But big corporations are using AI surveillance pricing to jack up costs. Same price for the same item. That’s how we do it in NH, and it’s not too much to ask.

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AI video generation is advancing at an incredible pace and it's exciting to see tools that continue pushing the boundaries of what's possible. Better motion consistency, stronger prompt adherence and more polished results are making AI an even more powerful creative partner. Seedance 2.5 on Morphic is definitely one of the developments I'm excited to explore. It's great to see Morphic AI bringing cutting edge video models to creators and making high-quality AI video generation more accessible. Looking forward to seeing the creative projects the community builds and how this technology continues to evolve. Seedance 2.5 on Morphic 🚀

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We’re proud of how we continually evolve to support our clients and our people. At the heart of this evolution is a clear truth—we don’t just help you keep up with technology, we help you move further. We set the foundation for future growth, combining deep technology expertise with industry insight, to push organisations from potential to performance. #SoYouCan

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Greene: We've got families getting ready to go on spring break and gas prices are skyrocketing. People voted for lower grocery costs. What we're going to see costs at the grocery stores going up because diesel is going up and oil is going up because of this war. We've got 30% of the world's fertilizer goes through the strait. That affects our farmers that are struggling already. We voted to put Americans first.

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I'm honored to have the endorsement of Gov. Andy Beshear, a governor who has shown that you can lower costs, get things done, and earn people's trust across party lines. Thank you for your support and partnership as we build the coalition to win in November.

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A little filler to start the year. I´m thinking how to evolve the project to keep it fresh and leveling up the animation quality, we have several ideas in mind to introduce this year and something bigger for the end of the year or early next year. There will be early updates on patreon in the next days.

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🗣️ Mikel Arteta on why Arsenal made major changes to the medical and performance departments: “Well, first of all, thank you to them for all the incredible work that they've done for the club, for the players, for myself, and where they have taken us. “When we look to evolve and improve in certain areas, we need to look across the club. “We have made certain decisions that, in our opinion, are going to help us medium and long term to be better.” 🗣️ on was it a difficult decision: “They are always difficult. When you talk about people and you get such a strong relationship, it's always very, very tough.”

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Connor Humm

100,823 views • 1 month ago

I built a way to save America a whole lot of money. A patient of mine needs a mastectomy with tissue expander reconstruction, so we called a hospital’s price transparency line to ask for an estimate before surgery. The quote? $430,000. Then I sat down and estimated what it would cost to perform that exact same operation at Redbud Surgery Center. About $17,000. This is exactly why I believe independent outpatient surgery centers are part of the future of healthcare. When physicians are empowered to build efficient, patient-centered facilities, we can often provide the same high-quality care in a setting that is more affordable, more transparent, and designed around the patient experience. Healthcare doesn’t have to be this expensive. Competition works. Transparency works. Innovation works. If we want to lower healthcare costs in America, we don’t have to lower the quality of care. We simply have to start supporting models that deliver excellent outcomes without unnecessary overhead. There are solutions. We just have to be willing to build them.

I built a way to save America a whole lot of money. A patient of mine needs a mastectomy with tissue expander reconstruction, so we called a hospital’s price transparency line to ask for an estimate before surgery. The quote? $430,000. Then I sat down and estimated what it would cost to perform that exact same operation at Redbud Surgery Center. About $17,000. This is exactly why I believe independent outpatient surgery centers are part of the future of healthcare. When physicians are empowered to build efficient, patient-centered facilities, we can often provide the same high-quality care in a setting that is more affordable, more transparent, and designed around the patient experience. Healthcare doesn’t have to be this expensive. Competition works. Transparency works. Innovation works. If we want to lower healthcare costs in America, we don’t have to lower the quality of care. We simply have to start supporting models that deliver excellent outcomes without unnecessary overhead. There are solutions. We just have to be willing to build them.

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BREAKING: Texas Congressional Nominee Brandon Herrera's Message to GOP and White House Before 2026 Midterms: Get Out of Iran and Focus on Domestic Issues “I've been saying for awhile that if we want to have a successful midterm, we have to get out of Iran as soon as possible and we have to focus on domestic issues." "...get the cost of housing down, get inflation down, wages up, new jobs, lower gas costs, lower grocery costs. Those are the things that's going to win us the midterms in November.” LA Times Media Group LA Times Studios

BREAKING: Texas Congressional Nominee Brandon Herrera's Message to GOP and White House Before 2026 Midterms: Get Out of Iran and Focus on Domestic Issues “I've been saying for awhile that if we want to have a successful midterm, we have to get out of Iran as soon as possible and we have to focus on domestic issues." "...get the cost of housing down, get inflation down, wages up, new jobs, lower gas costs, lower grocery costs. Those are the things that's going to win us the midterms in November.” LA Times Media Group LA Times Studios

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