Published on: 2025-04-25 23:50:08
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Large language models (LLMs) are increasingly capable of complex reasoning through “inference-time scaling,” a set of techniques that allocate more computational resources during inference to generate answers. However, a new study from Microsoft Research reveals that the effectiveness of these scaling methods isn’t universal. Performance boosts vary significantly across
Keywords: accuracy model models reasoning scaling
Find related items on AmazonPublished on: 2025-05-15 07:00:00
Calling founders, VCs, and startup experts — share your scaling strategies! TechCrunch All Stage 2025 is assembling top minds in startups and venture capital on July 15 in Boston. If you have valuable insights on scaling, now’s your chance to share them with 1,200+ founders, investors, and entrepreneurs. Lead thought-provoking sessions, interactive roundtables, and actionable breakouts to help startups thrive. This is your opportunity to share your expertise and guide founders through the chal
Keywords: impact scaling session stage techcrunch
Find related items on AmazonPublished on: 2025-05-29 03:00:00
The clock is ticking — less than a week left until TechCrunch All Stage ticket prices go up! Save over $300 on founder and investor passes before March 31 at 11:59 p.m. PT. Founders, accelerate your path. Investors, empower their rise. On July 15, join 1,200 founders and VCs at SoWa Power Station in Boston, MA for TC All Stage, the ultimate founder summit by TechCrunch, designed for scaling from seed to IPO. This is where growth goes big. Secure the best price and take your startup to the next
Keywords: founders growth scaling stage tc
Find related items on AmazonPublished on: 2025-06-03 03:36:00
Why it matters: Major tech players have spent the last few years betting that simply throwing more computing power at AI will lead to artificial general intelligence (AGI) – systems that match or surpass human cognition. But a recent survey of AI researchers suggests growing skepticism that endlessly scaling up current approaches is the right path forward. A recent survey of 475 AI researchers reveals that 76% believe adding more computing power and data to current AI models is "unlikely" or "v
Keywords: agi ai models scaling survey
Find related items on AmazonPublished on: 2025-06-03 06:39:14
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More A new paper by researchers from Google Research and the University of California, Berkeley, demonstrates that a surprisingly simple test-time scaling approach can boost the reasoning abilities of large language models (LLMs). The key? Scaling up sampling-based search, a technique that relies on generating multiple responses and using the model itself to verify them. Th
Keywords: based sampling scaling search verification
Find related items on AmazonPublished on: 2025-06-08 22:03:54
Have researchers discovered a new AI “scaling law”? That’s what some buzz on social media suggests — but experts are skeptical. AI scaling laws, a bit of an informal concept, describe how the performance of AI models improves as the size of the datasets and computing resources used to train them increases. Until roughly a year ago, scaling up “pre-training” — training ever-larger models on ever-larger datasets — was the dominant law by far, at least in the sense that most frontier AI labs embra
Keywords: ai inference model scaling time
Find related items on AmazonPublished on: 2025-06-10 13:29:52
You can only throw so much money at a problem. This, more or less, is the line being taken by AI researchers in a recent survey. Asked whether "scaling up" current AI approaches could lead to achieving artificial general intelligence (AGI), or a general purpose AI that matches or surpasses human cognition, an overwhelming 76 percent of respondents said it was "unlikely" or "very unlikely" to succeed. Published in a new report, the findings of the survey, which queried 475 AI researchers and wa
Keywords: ai centers data researchers scaling
Find related items on AmazonPublished on: 2025-06-20 17:36:00
What just happened? Inzoi, the game aiming to challenge The Sims in the popular life simulation genre, is close to its early access launch date. That means the full PC system recommendations and optimal settings have been released. The big takeaway here is that this is another game where enabling upscaling appears to be a necessity, or at least strongly recommended. The extensive announcement of Inzoi's updated system requirements starts with a warning that the game delivers high-quality graphi
Keywords: game inzoi rtx sims upscaling
Find related items on AmazonPublished on: 2025-06-25 14:41:00
In brief: AMD has officially confirmed that the models used to develop FSR4, the latest version of its upscaling technology, were designed in collaboration with Sony. The company posted the news on X, revealing that a lot more is coming from this partnership. "FSR 4 is looking fantastic! Excited for the co-development with Sony Interactive Entertainment on the models used for the FSR 4 upscaler. This is just the beginning. Stay tuned for what's next," reads the post. For some context, PlayStat
Keywords: amd fsr models sony upscaling
Find related items on AmazonPublished on: 2025-07-06 20:14:00
Serving tech enthusiasts for over 25 years.TechSpot means tech analysis and advice you can trust After our initial analysis of the Radeon RX 9000 series announcement yesterday and the potential performance implications, let's put pricing aside and focus on some of the other interesting aspects of RDNA 4. Based on AMD's performance claims, the RDNA 4 architecture is more optimized for higher resolutions than lower ones. While the Radeon 9070 XT is claimed to be 42% faster than the 7900 GRE at 4
Keywords: amd dlss fsr performance upscaling
Find related items on AmazonPublished on: 2025-07-08 04:24:13
Hot take: GPT 4.5 is mostly a nothing burger. GPT 5 is still a fantasy. • Scaling data and compute is not a physical law, and pretty much everything I have told you was true. • All the bullshit about GPT-5 we listened to for the last couple years: not so true. • AI influencers like Tyler Cowen will blame the users, but the results just aren’t what they had hoped for. And by the way, Nvidia dropped 8.48% today, 13% over the last 3 months. § Seems like it was only yesterday that I was predic
Keywords: agi ai didn gpt scaling
Find related items on AmazonPublished on: 2025-07-09 06:00:00
Founders, VCs, and startup experts, now’s your chance! Have crucial scaling insights to offer? Share your expertise with 1,200+ founders, investors, and entrepreneurs at TechCrunch All Stage 2025, presented by Fidelity, on July 15 in Boston! We’re assembling the best minds from the startup and VC communities to lead exciting sessions, interactive roundtables, and dynamic breakouts. Step up and share your insights to help founders navigate the complexities of scaling their businesses. Submit to
Keywords: scaling stage startup tc techcrunch
Find related items on AmazonPublished on: 2025-07-12 03:00:00
From idea to IPO — where are you on your startup journey? Are you a pre-seed founder seeking your next VC investment? A late-stage startup preparing to go public? Still in the idea phase and looking for insights to bring your vision to life? Or are you a VC eager to back the next breakthrough innovation? If any of that sounds like you — or if you’re in between stages and ready to level up — TechCrunch All Stage 2025 (formerly Early Stage) is the place to be. Join 1,200 founders to exchange
Keywords: big right scaling stage startup
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