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Does the Bitter Lesson Have Limits?

news.ycombinator.com Drew Breunig 2025-12-16 21:21:29

Recently, “the bitter lesson” is having a moment. Coined in an essay by Rich Sutton, the bitter lesson is that, “general methods that leverage computation are ultimately the most effective, and by a large margin.” Why is the lesson bitter? Sutton writes: The bitter lesson is based on the historical observations that 1) AI researchers have often tried to build knowledge into their agents, 2) this always helps in the short term, and is personally satisfying to the researcher, but 3) in the long r

Topics: bitter chess lesson model stockfish

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Releasing weights for FLUX.1 Krea

news.ycombinator.com Unknown 2025-12-16 14:41:45

However, a clear trend when working with AI generated images is their unique look: overly-blurry backgrounds, waxy skin textures, boring composition, and more. Together, these problems constitute what is now known as the “AI look” . Image generation has come a long way since the early days of generating cats and flowers with GANs. Today's models can generate coherent human faces, limbs, and hands. They understand exact quantities, render complex typography, and make an astronaut ride a horse.

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Anthropic studied what gives an AI system its ‘personality’ — and what makes it ‘evil’

theverge.com Hayden Field 2025-12-17 22:58:16

is The Verge’s senior AI reporter. An AI beat reporter for more than five years, her work has also appeared in CNBC, MIT Technology Review, Wired UK, and other outlets. On Friday, Anthropic debuted research unpacking how an AI system’s “personality” — as in, tone, responses, and overarching motivation — changes and why. Researchers also tracked what makes a model “evil.” The Verge spoke with Jack Lindsey, an Anthropic researcher working on interpretability, who has also been tapped to lead the

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Google releases Olympiad medal-winning Gemini 2.5 ‘Deep Think’ AI publicly — but there’s a catch…

venturebeat.com Carl Franzen 2025-12-18 03:39:22

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Google has officially launched Gemini 2.5 Deep Think, a new variation of its AI model engineered for deeper reasoning and complex problem-solving, which made headlines last month for winning a gold medal at the International Mathematical Olympiad (IMO) — the first time an AI model achieved the feat. However, this is unfortunately not the i

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Google rolls out its most powerful Gemini model yet

engadget.com Unknown 2025-12-18 03:12:05

Google AI Ultra subscribers now have access to Deep Think, Google’s most advanced reasoning model yet for Gemini 2.5. The new model was first unveiled at Google I/O , and after feedback from "early trusted testers," is now being rolled out to a wider audience. For now, access is limited to the highest-tier AI subscription Google offers, which will run you a cool $250 per month. The public version of Deep Think is a variation of the model that recently achieved a gold-medal standard at the Inter

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Google’s Advanced AI Model Is Now Available to Try—for $250 a Month

gizmodo.com Bruce Gil 2025-12-18 03:20:02

Google just made one of its most advanced AI reasoning models available to the public. Like other advanced models, Gemini 2.5 Deep Think uses more than one AI agent to brainstorm answers in order to boost accuracy and result in more creative solutions. Google says the model outperformed several of its competitors in key AI benchmark tests and a variation of the model even achieved the gold-medal standard at this year’s International Mathematical Olympiad (IMO), solving five out of the six IMO p

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Google releases Gemini 2.5 Deep Think for AI Ultra subscribers

arstechnica.com Unknown 2025-12-18 03:36:08

Google is unleashing its most powerful Gemini model today, but you probably won't be able to try it. After revealing Gemini 2.5 Deep Think at the I/O conference back in May, Google is making this AI available in the Gemini app. Deep Think is designed for the most complex queries, which means it uses more compute resources than other models. So it should come as no surprise that only those subscribing to Google's $250 AI Ultra plan will be able to access it. Deep Think is based on the same found

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GPT-5 is already (ostensibly) available via API

news.ycombinator.com Unknown 2025-12-18 06:13:33

Using the model gpt-5-bench-chatcompletions-gpt41-api-ev3 via the Chat Completions API will give you what is supposedly GPT-5. Conjecture: The "gpt41-api" portion of the name suggests that there's new functionality to this model that will require new API parameters or calls, and that this particular version of the model is adapted to the GPT-4.1 API for backwards compatibility. Here you can see me using it via curl : https://preview.redd.it/glxute607egf1.png?width=1181&format=png&auto=webp&s=

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Best Android Smartwatch for 2025

cnet.com See Full Bio 2025-12-18 08:00:00

Here are a few key factors to consider to help you filter out the noise and narrow down your search. CNET Budget: If you're looking to score a deal, it might be worth waiting for major discount days like Black Friday or Labor Day in the US when most retailers, including the original manufacturers, offer sales or cash-back incentives. You can also save by waiting for the next update cycle and considering the previous-generation model, which often goes on sale once a newer version is released. W

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Apple's MacBook Air M4 is on sale for a record-low price right now

engadget.com Unknown 2025-12-18 12:55:35

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . Whether you need a new MacBook for the upcoming semester or you've just been itching to upgrade from an older machine, now's a good time to buy. Amazon has a sale on the latest M4 MacBook Air that knocks up to 20 percent off many configurations. The base model is where you'll get the

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You can use Google's Math Olympiad-winning Deep Think AI model now - for a price

zdnet.com Sabrina Ortiz 2025-12-18 17:29:00

Google Two weeks ago, Google and OpenAI touted their models' award-winning performance at the International Math Olympiad (IMO). Now, Google is making a version of its model available to the public. Also: This one feature could make GPT-5 a true game changer (if OpenAI gets it right) On Friday, Google launched Deep Think in the Gemini app for Google Ultra subscribers, a premium subscription tier that costs $250 per year or $125 for the first three months. Although the model is a variation of

Topics: deep gemini google model think

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This All-Terrain Electric Scooter Punches Above Its Budget-Friendly Price

cnet.com See Full Bio 2025-12-18 16:00:10

Table of Contents This All-Terrain Electric Scooter Punches Above Its Budget-Friendly Price The Turboant R9 is the most powerful electric scooter in the company's current lineup. That would mean more if Turboant didn't specialize in inexpensive models best suited for casually zipping around town and last-mile commutes. On the other hand, at $550, the R9 overdelivers on features and performance with its 500-watt rear brushless motor, 10-inch knobby tubed tires and a design aimed at riders who wa

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Google releases its award-winning Math Olympiad model, but it'll come at a price

zdnet.com Sabrina Ortiz 2025-12-19 04:00:13

Google Two weeks ago, Google and OpenAI touted their models' award-winning performance at the International Math Olympiad (IMO). Now, Google is making a version of its model available to the public. Also: This one feature could make GPT-5 a true game changer (if OpenAI gets it right) On Friday, Google launched Deep Think in the Gemini app for Google Ultra subscribers, a premium subscription tier that costs $250 per year or $125 for the first three months. Although the model is a variation of

Topics: deep gemini google model think

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This one feature could make GPT-5 a true game changer (if OpenAI gets it right)

zdnet.com Sabrina Ortiz 2025-12-19 05:00:00

Elyse Betters Picaro / ZDNET ZDNET's key takeaways OpenAI's GPT-5 will attempt to solve a common ChatGPT problem. It should automatically pick the best model for your prompt. Delays in rolling out are the result of how challenging it is to build. OpenAI has been at the forefront of the AI race since its initial launch of ChatGPT in 2022, consistently releasing new products, models, and updates. That also means that it's difficult to keep track of new product launches -- but GPT-5 is one you

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Google’s Newest AI Model Acts Like a Satellite to Track Climate Change

wired.com Boone Ashworth 2025-12-17 21:57:44

Google’s newest AI model is going to scour the Earth and, ideally, help it out. That's the plan, anyway. The mission is to find out once and for all, in fine detail, what we are doing to our planet. Crucially, once the model has supposedly done this it will also, apparently, explain where we might be able to best put things in place to help our world. AlphaEarth Foundations, an offshoot of Google’s DeepMind AI model, aims to leverage machine learning and all the gobs and gobs of data that Googl

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Deep Cogito goes big, releasing 4 new open source hybrid reasoning models with self-improving ‘intuition’

venturebeat.com Carl Franzen 2025-12-19 11:58:07

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Deep Cogito, a lesser-known AI research startup based in San Francisco, founded by ex-Googlers, today released four new open-ish large language models (LLMs) that attempt something few others do: learn how to reason more effectively over time — and get better at it on their own. The models, released as part of Cogito’s v2 family, range fro

Topics: cogito model models reasoning v2

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Deal: Netgear 4G LTE Broadband Modem turns mobile data into your home internet

androidauthority.com Unknown 2025-12-19 22:24:44

Digital nomads will know the struggle of having reliable internet. Well, for those constantly on the move, the most common internet solutions are either Starlink or cellular data. And we’re not referring to just using your smartphone hotspot feature. It’s often better to have a dedicated mobile data device like the Netgear 4G LTE Broadband Modem (LM1200), which is currently on sale for a mere $19.99! Buy the Netgear 4G LTE Broadband Modem LM1200 for just $19.99 ($30 off) This offer is available

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Releasing open weights for FLUX.1 Krea

news.ycombinator.com Unknown 2025-12-19 14:41:45

However, a clear trend when working with AI generated images is their unique look: overly-blurry backgrounds, waxy skin textures, boring composition, and more. Together, these problems constitute what is now known as the “AI look” . Image generation has come a long way since the early days of generating cats and flowers with GANs. Today's models can generate coherent human faces, limbs, and hands. They understand exact quantities, render complex typography, and make an astronaut ride a horse.

Topics: ai images look model models

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The Space Station’s Russian Segment Won’t Stop Leaking Air

gizmodo.com Passant Rabie 2025-12-19 22:10:18

A pesky air leak on the International Space Station (ISS) just won’t quit. Although the crew hoped they had sealed the last crack on the Russian module, long-term observations revealed that the ISS is still leaking air. During a recent press conference, a Roscosmos official told reporters that recent attempts to fix the leak have slowed down the rate of air leaving the space station but that it’s not yet completely sealed. “The leak is ongoing,” Russian news agency TASS reported. “We continue o

Topics: air leak module roscosmos space

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Twitter’s former Trust and Safety head details the challenges facing decentralized social platforms

techcrunch.com Sarah Perez 2025-12-19 22:24:40

Yoel Roth, previously the head of Twitter’s Trust and Safety, now at Match, is sharing his concerns about the future of the open social web and its ability to combat misinformation, spam, and other illegal content, like child sexual abuse material (CSAM). In a recent interview, Roth worried about the lack of moderation tools available to the fediverse — the open social web that includes apps like Mastodon, Threads, Pixelfed, and others, as well as other open platforms like Bluesky. He also remi

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Rumor Replay: iPhone 17 Pro camera upgrades, prices, and more

9to5mac.com Ryan Christoffel 2025-12-20 03:35:13

This is Rumor Replay, a weekly column at 9to5Mac offering a quick rundown of the most recent Apple product rumors, with analysis and commentary. Today: iPhone 17 Pro camera upgrades, pricing, colors, and more. Here are this week’s Apple rumors. iPhone 17 Pro-exclusive camera features Citing an anonymous tipster, MacRumors reported that three iPhone 17 Pro-exclusive camera upgrades are coming: 8x telephoto zoom Second Camera Control button at top of device New ‘pro camera’ app Separately, a t

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Why I recommend this TCL Mini LED TV over flagship OLED models - especially at this price

zdnet.com Chris Bayer 2025-12-20 08:48:00

TCL QM7K (2025) ZDNET's key takeaways The TCL QM7K (65-inch) is on sale for $899 ($700 off). It has exceptional contrast and superb glare resistance, plus AI features and gaming boosts. The setup process for this beautiful-looking TV is tedious. View now at Amazon Recently, I took a look at this year's base-level Mini-LED set from TCL, the QM6K. After spending some time with its higher-end sibling, the TCL QM7K, I immediately noticed some advancements over the lesser model, but it's up to you

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Read This Before You Trust Any AI-Written Code

gizmodo.com Aj Dellinger 2025-12-20 08:10:08

We are in the era of vibe coding, allowing artificial intelligence models to generate code based on a developer’s prompt. Unfortunately, under the hood, the vibes are bad. According to a recent report published by data security firm Veracode, about half of all AI-generated code contains security flaws. Veracode tasked over 100 different large language models with completing 80 separate coding tasks, from using different coding languages to building different types of applications. Per the repor

Topics: ai code getting models security

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Gemini Embedding: Powering RAG and context engineering

news.ycombinator.com Unknown 2025-12-20 11:47:54

Since announcing the general availability of our Gemini Embedding text model, we've seen developers rapidly adopt it to build advanced AI applications. Beyond traditional use cases like classification, semantic search, and retrieval-augmented generation (RAG), many are now using a technique called context engineering to provide AI agents with complete operational context. Embeddings are crucial here, as they efficiently identify and integrate vital information—like documents, conversation histor

Topics: ai embedding gemini model search

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The Download: a 30-year old baby, and OpenAI’s push into colleges

technologyreview.com Rhiannon Williams 2025-12-19 08:10:00

A baby boy has just won the new record for the “oldest baby.” Thaddeus Daniel Pierce, who arrived on July 26, developed from an embryo that had been in storage for 30 and a half years. Lindsey and her husband, Tim Pierce, who live in London, Ohio, “adopted” the embryo from Linda Archerd, who had it created in 1994. The couple, aged 35 and 34, respectively, had been trying for a baby for seven years. Read more about their remarkable story. —Jessica Hamzelou OpenAI is launching a version of C

Topics: baby chatgpt college mode openai

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Inside the Summit Where China Pitched Its AI Agenda to the World

wired.com Zeyi Yang 2025-12-20 22:04:47

Three days after the Trump administration published its much-anticipated AI action plan, the Chinese government put out its own AI policy blueprint. Was the timing a coincidence? I doubt it. China’s “Global AI Governance Action Plan” was released on July 26, the first day of the World Artificial Intelligence Conference (WAIC), the largest annual AI event in China. Geoffrey Hinton and Eric Schmidt were among the many Western tech industry figures who attended the festivities in Shanghai. Our WIR

Topics: ai china chinese models safety

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Is Mark Zuckerberg flip flopping on open source AI?

engadget.com Unknown 2025-12-20 09:13:10

Earlier today, Mark Zuckerberg shared a rambling memo outlining his vision to build AI "superintelligence." In the memo, Zuckerberg hinted that the pursuit of more powerful AI might require the company to be more selective in what it open sources. Citing "safety concerns" he wrote that Meta would need to be "rigorous" about such decisions. The line stood out to many as Zuckerberg — who once said " fuck that " in reference to closed platforms — has made open source central to Meta's AI strategy.

Topics: ai models open source think

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Google's 'virtual satellite' AI model can provide a near real-time view of Earth

engadget.com Unknown 2025-12-21 08:30:55

Google has introduced a new AI model called AlphaEarth Foundations that it says can function like a "virtual satellite." The model uses a system called "embedding," which works by taking big volumes of pubic information from various sources every day, such as optical satellites, radars and climate simulations, and then combining them all together. It then divides lands and coastal waters into 10x10 meter squares, which it then analyzes and tracks over time. As Wired explains, these squares are c

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Ollama's new app

news.ycombinator.com Unknown 2025-12-20 12:19:03

Ollama’s new app is now available for macOS and Windows. An easier way to chat with models Ollama’s macOS and Windows now include a way to download and chat with models. Chat with files Ollama’s new app supports file drag and drop, making it easier to reason with text or PDFs. For processing large documents, Ollama’s context length can be increased in the settings. Note: this will require more memory. Multimodal support Building on Ollama’s new multimodal engine, images can be sent to mod

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The two people shaping the future of OpenAI’s research

technologyreview.com Will Douglas Heaven 2025-12-21 21:06:48

OpenAI has kept up a run of new releases—putting out major updates to its GPT-4 series, launching a string of generative image and video models, and introducing the ability to talk to ChatGPT with your voice. Six months ago it kicked off a new wave of so-called reasoning models with its o1 release, soon followed by o3. And last week it released its browser-using agent Operator to the public. It now claims that more than 400 million people use its products every week and submit 2.5 billion prompt

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Latest Tech News

Does the Bitter Lesson Have Limits?

Releasing weights for FLUX.1 Krea

Anthropic studied what gives an AI system its ‘personality’ — and what makes it ‘evil’

Google releases Olympiad medal-winning Gemini 2.5 ‘Deep Think’ AI publicly — but there’s a catch…

Google rolls out its most powerful Gemini model yet

Google’s Advanced AI Model Is Now Available to Try—for $250 a Month

Google releases Gemini 2.5 Deep Think for AI Ultra subscribers

GPT-5 is already (ostensibly) available via API

Best Android Smartwatch for 2025

Apple's MacBook Air M4 is on sale for a record-low price right now

You can use Google's Math Olympiad-winning Deep Think AI model now - for a price

This All-Terrain Electric Scooter Punches Above Its Budget-Friendly Price

Google releases its award-winning Math Olympiad model, but it'll come at a price

This one feature could make GPT-5 a true game changer (if OpenAI gets it right)

Google’s Newest AI Model Acts Like a Satellite to Track Climate Change

Deep Cogito goes big, releasing 4 new open source hybrid reasoning models with self-improving ‘intuition’

Deal: Netgear 4G LTE Broadband Modem turns mobile data into your home internet

Releasing open weights for FLUX.1 Krea

The Space Station’s Russian Segment Won’t Stop Leaking Air

Twitter’s former Trust and Safety head details the challenges facing decentralized social platforms

Rumor Replay: iPhone 17 Pro camera upgrades, prices, and more

Why I recommend this TCL Mini LED TV over flagship OLED models - especially at this price

Read This Before You Trust Any AI-Written Code

Gemini Embedding: Powering RAG and context engineering

The Download: a 30-year old baby, and OpenAI’s push into colleges

Inside the Summit Where China Pitched Its AI Agenda to the World

Is Mark Zuckerberg flip flopping on open source AI?

Google's 'virtual satellite' AI model can provide a near real-time view of Earth

Ollama's new app

The two people shaping the future of OpenAI’s research

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