“Intel's stock has surged dramatically, indicating renewed investor confidence.”

“The article likely discusses how to use Plan Mode to analyze code and make informed decisions before implementing changes.”

“The pace of big funding rounds continued to hold up at brisk levels this past week...”

“I built an evidence-first pipeline where: Content is generated only from a curated KB; Retrieval is chunk-level with reranking; Every important sentence has a clickable citation → click opens the source”

“A quick tutorial for a quick ramp”

“Google is giving Gemini subscribers new higher daily prompt limits.”

“OpenAI is participating in a $250 million seed round into Merge Labs, Sam Altman's brain computer interface startup.”

“Merge Labs, a company co-founded by AI billionaire Sam Altman that is building devices to connect human brains to computers, raised $252 million.”

“AI video generation startup Higgsfield raised $80 million in new funding, valuing the company at over $1.3 billion...”

“The funding comes just seven months […]”

“Berlin-based Parloa, which develops AI customer service agents for Booking.com and others, raised $350M at a $3B valuation, taking its total raised to $560M+”

“The company will use the fresh investment to accelerate its global go-to-market and product expansion.”

“Chinese chip company SpacemiT raised more than 600 million yuan ($86 million) in a fresh funding round to speed up commercialization of its products and expand its business.”

“RISC-V will become the mainstream computing system of the next era, and it is a key opportunity for the country's computing chip to achieve overtaking.”

“Emversity has raised $30 million in a new round as it scales job-ready training in India.”

“Skild AI, a robotics company building an “omni-bodied” brain to operate any robot for any task, announced Wednesday that it has raised $1.4 billion, tripling its valuation to over $14 billion.”

“The company used an AI-native platform to help companies fight threats.”

“Flip, a startup that claims to offer an Amazon Alexa-like voice AI experience for businesses, has raised $20 million in a Series A funding round...”

“Converge Bio raised $25 million in a Series A led by Bessemer Venture Partners, with additional backing from executives at Meta, OpenAI, and Wiz.”

“Hupo, backed by Meta, pivoted from mental wellness to AI sales coaching for banks and insurers, and secured a $10M Series A led by DST Global”

“French defense tech company Harmattan AI is now valued at $1.4 billion after raising a $200 million Series B round led by Dassault Aviation...”

“Click to view original article >”

“Article URL: https://github.com/firasd/vibesbench/blob/main/docs/ai-sycophancy-panic.md”

“Now his South Korean company, FuriosaAI, has an AI chip entering mass production.”

“The article doesn't contain a direct quote, but it reports on LeCun's negative view.”

“LeCun said Wang was "inexperienced" and didn't fully understand AI researchers. He also stated, "You don't tell a researcher what to do. You certainly don't tell a researcher like me what to do."”

“Micron has secured another major vote of confidence from the Taiwanese government, winning approval for an additional NT$4.7 billion (approximately $149 million) in subsidies to expand HBM research and development in Taiwan.”

“LeCun said the "results were fudged a little bit" and that the team "used different models for different benchmarks to give better results." He also stated that Zuckerberg was "really upset and basically lost confidence in everyone who was involved."”

“Lesson: people follow confidence more than facts. That’s how ideas spread”

“Kunlunxin filed confidentially for a Hong Kong listing, giving Baidu a new funding route for AI chips as China pushes semiconductor self-reliance.”

“Chinese AI chipmaker Biren soared 76% in its Hong Kong IPO, one of the strongest debuts since 2021, as investor demand hit record levels.”

“"The first GPU stock in Hong Kong" is listed, and domestic AI chips are moving towards a larger stage.”

“The paper proposes using the gradient cosine similarity of low-confidence examples to predict data efficiency based on a small number of labeled samples.”

“AODDiff inherently enables uncertainty quantification via multiple sampling, offering critical confidence metrics for downstream applications.”

“DTI-GP outperforms state-of-the-art solutions, and it allows (1) the construction of a Bayesian accuracy-confidence enrichment score, (2) rejection schemes for improved enrichment, and (3) estimation and search for top-$K$ selections and ranking with high expected utility.”

“All LLMs we tested are overconfident...”

“Structured reflection supported greater organization and steadier progress.”

“HaluNet delivers strong detection performance and favorable computational efficiency, with or without access to context, highlighting its potential for real time hallucination detection in LLM based QA systems.”

“The paper proposes a novel sparse-penalization framework for high-dimensional Pconf classification.”

“DyStream could generate video within 34 ms per frame, guaranteeing the entire system latency remains under 100 ms. Besides, it achieves state-of-the-art lip-sync quality, with offline and online LipSync Confidence scores of 8.13 and 7.61 on HDTF, respectively.”

“Paired seed evaluation design...induces matched realisations of stochastic components and strict variance reduction whenever outcomes are positively correlated at the seed level.”

“Targeted interventions on SAE-derived vectors can controllably amplify or suppress specific reasoning behaviors, altering inference trajectories without retraining.”

“At the 68% confidence level, the maximum dark matter mass is estimated to be 0.150 solar masses, with an uncertainty.”

“The model was able to successfully identify the uncertain regions in the simulated data and match the magnitude of the uncertainty. In real-case scenarios, the optimised model was not overconfident nor underconfident when estimating from test data: for example, for a 95% prediction interval, 95% of the true observations were inside the prediction interval.”

“treating structured schemas as non-negotiable governance contracts rather than optional output formats”

“The paper demonstrates that the topology of a submanifold can be recovered with high confidence by sampling a sufficiently large number of random points.”

“EASD incorporates a dynamic entropy-based penalty. When both models exhibit high entropy with substantial overlap among their top-N predictions, the corresponding token is rejected and re-sampled by the target LLM.”

“The study identifies 6286 quasar candidates, including 863 Galactic Plane Quasar (GPQ) candidates at |b|<20°, of which 514 are high-confidence candidates.”

“”

“Zephyr has said it has replaced several dying Navi 21 cores on RX 6000 series graphics cards.”