Valuation coverage.

MUD as AI Evaluation and LLM-judge distortion in ways aggregate κ misses

A group of friends and I spent the last several months running an experiment in our free time to determine if a MUD would be a suitable environment f……

Sources detail how OpenAI fell behind Anthropic in revenue growth and valuation after prioritizing consumer chatbots and flashy side projects over coding tools (Berber Jin/Wall Street Journal)

AI Valuation Math

The back-of-the-envelop math here is very wrong. Firstly, the $1t valuation is not justified by the metrics provided, because he gives no growth rate and no justification for a 20…

Sources: Eric Trump-backed Space-Eyes, which develops AI-powered defense tech for the public sector, agrees to go public via a SPAC merger at a $638M valuation (Reuters)

Reuters : Sources: Eric Trump-backed Space-Eyes, which develops AI-powered defense tech for the public sector, agrees to go public via a SPAC merger at a $638M valuation — Defense …

Son of Chiefs coach to undergo competency evaluation after allegedly shooting mother

Kansas City Chiefs offensive coordinator Eric Bieniemy’s adult son, who allegedly shot his mother at their Virginia home earlier this week, will undergo a competency evaluation to …

Chiefs' Eric Bieniemy's son won't face court until mental health evaluation after allegedly shooting mother

Elijah Bieniemy's public defender argued he suffers from significant mental health issues after allegedly shooting his mother Mia at their Ashburn home.…

Investigating three real-world incidents in our cybersecurity evaluations

In a review of our cybersecurity evaluation transcripts, we found three incidents in which a Claude model reached the internet from within or while interacting with a third-party e…

Investigating three real-world incidents in our cybersecurity evaluations - Anthropic

Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…

Synthetic-user startup Simile raises $200M at $2B valuation 5 months after $100M Series A

Add another member to the fast-and-furious AI unicorn club: Simile…

Israel-based Xsight, which makes server networking and storage chips, raised $300M led by Fidelity Investments at a $2.8B post-money valuation (Phoebe Liu/The Information)

Simile, which offers "agentic twins" of real people to assess companies' products, brands, and services, raised $200M led by Greenoaks at a $2B valuation (Sri Muppidi/New York Times)

K2 Space, which builds satellites for tasks like data-heavy communications and may power space-based data centers, raised a $500M Series D at a $6.8B valuation (Rebecca Torrence/Bloomberg)

London-based Nscale agrees to acquire Anyscale, a source says for ~$1.65B; Anyscale, which helps AI workloads run more efficiently, had a $1B+ valuation in 2022 (Brody Ford/Bloomberg)

Ask HN: Are you ready for non crashing valuations for AI?

Moonshot AI Raises $3.5B at $35B Valuation

Eliyan, which aims to license tech and make physical "chiplets" to ease AI chip data transfer bottlenecks, raised a $145M Series C at a $1B valuation (Stephen Nellis/Reuters)

A Texture Lookup Approach to Bézier Curve Evaluation on the GPU (JCGT)

Sources: Moonshot AI hit a $35B valuation after closing a $3.5B round, exceeding its initial target of $1B to $2B, and plans a Hong Kong IPO as soon as 2026 (Bloomberg)

Bloomberg : Sources: Moonshot AI hit a $35B valuation after closing a $3.5B round, exceeding its initial target of $1B to $2B, and plans a Hong Kong IPO as soon as 2026 — Moonshot …

Bitcoin miner and AI infrastructure company Ionic Digital surged more than 25% to nearly $63 in its Nasdaq debut, giving it an implied valuation of ~$2.75B (Kyle Baird/The Block)

My local LLM scored 6/6. It was wrong every time

Six months of trying to make a 1.2B model useful, and the measurement mistakes I made along the way.…

Evals before prompts: building an LLM OCR for KYC

Building an evaluation framework for production-grade document extraction.…

How to choose an AI Agent platform for your team

A vendor-agnostic evaluation checklist for AI agent platforms: pilot-failure data, six evaluation criteria, governance pressure, and a scorecard you can reuse.…

Parker-Hannifin: Valuation Dictates This One As Being A Hold (Rating Downgrade)

Parker-Hannifin (PH) stock rated HOLD: aerospace margin gains vs. slowing growth and cyclicality risk. Read here for a detailed analysis.…

The Most Bullish Valuation In 30 Years, So Why Aren't Investors Buying?

The PEG ratio is more bullish than it's been in 30 years. Yet, retail investors are selling. If growth is improving and valuations are attractive, why aren't investors buying?…

Show HN: Opensource resume evaluation LLM agents

Simply better hiring agents. Contribute to grandimam/hyre development by creating an account on GitHub.…

Palantir earnings outlook: high growth, high valuation ahead of August 3 report

SanDisk’s $42 Billion Backlog Is Real — So Is the Valuation Question Now Hitting Every Memory Stock

Pfizer: Calling The Bottom - The Patent Cliff Is Real, But The Valuation Has Fallen Too Far

PFE’s non-COVID portfolio demonstrates resilience, with Padcev, Vyndamax, and new launches driving operational growth despite patent cliffs. Click to read.…

Shein will struggle to justify up to $50-billion Hong Kong IPO valuation

A prospectus filed on Sunday showed slowing growth and a sharp decline in profitability for the fast fashion retailer…

Shein will struggle to justify up to $50 billion Hong Kong IPO valuation - Reuters

Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…

Modine: Strong Data Center Growth Makes The Valuation Justifiable

Modine (MOD) is pivoting to data center cooling with FY2026 revenue +23% and a $4B capacity deal.…

SS&C Technologies: Strong Q2 Underlines The Stock's Undervaluation

SS&C Technologies (SSNC) posts strong Q2 earnings growth, stays resilient despite AI fears, and looks undervalued with 67% upside. Click here to read more.…

Shein reveals financials, valuation in Hong Kong IPO filings - Reuters

Shein reveals financials, valuation in Hong Kong IPO filings Reuters…

Bessemer, Atomico in talks to lead The Exploration Company funding at $2bn valuation

The scaleup recently opened its first US lab…

Chipmaker CXMT vaults to top of China’s valuation with 466% surge in Shanghai debut

Company raised $8.6-billion in Asia’s biggest IPO ​this year…

Equifax: Valuation Has Already Priced In FY2026 Guide

Equifax remains a Hold as Q2 growth broadened beyond mortgage, with ex-FICO margin improvement, but upside appears limited at current valuation.…

PG&E: Better Earnings Visibility, But Valuation Is Still Cheap

PG&E (PCG) reiterated a Buy: $73B 2030 capital plan, data-center growth, strong EPS outlook & valuation; track wildfire reform risks—read now.…

Shein will struggle to justify $40-50 billion Hong Kong IPO valuation

Spain-based Multiverse Computing, which shrinks LLMs to reduce energy and compute costs, raised a $570M Series C at a $1.7B valuation (Amelia Isaacs/Pathfounders)

Factbox-Shein reveals financials, valuation in Hong Kong IPO filings

Multiverse Computing targeting €500m round at unicorn valuation

Based in Donostia in Spain, Multiverse “compresses” large AI models to reduce computing requirements…

Escalade Is Ready To Play (Rating Upgrade)

Escalade's revenue growth remains modest, but profitability surged. Read why ESCA stock is upgraded to a soft and speculative buy ahead of Q2 2026 results.…

Vietnam Holding reports June NAV decline amid valuation gap

Charter Communications: Keep Adding On The Way Down

Charter Communications has risk, but it's heavily undervalued at its current valuation with a manageable debt load. Read why CHTR stock is a Strong Buy.…

AvePoint: Stock Set For Gains On Strong Growth And Reasonable Valuation

AvePoint continues to demonstrate its effectiveness with a high customer retention rate and strong revenue growth. Read why AVPT stock is a Strong Buy.…

TeamSystem’s private equity owners look at stake sale at €8bn valuation

How US companies flipped from "tokenmaxxing" to "thrift-maxxing", mixing cheaper Chinese models with OpenAI and Anthropic, threatening the labs' IPO valuations (Wall Street Journal)

JD.com: Smart Money Doubles Down As Valuation Provides Deeper Value

JD.com's European expansion is accelerating, with the Joybuy brand now in over 30 cities. Find out why JD stock is a Buy.…

Forget IonQ, Rigetti Computing, and D-Wave Quantum. This Trillion-Dollar Artificial Intelligence (AI) Stock Is the Best Quantum Computing Opportunity, and It's Currently Trading at a 7-Year Valuation Low.

Jamie Dimon Says Stock Valuations Are Too High. But That Shouldn't Change How You Invest. Consider These 3 ETFs.

SS&C Technologies: Strong Results, Attractive Valuation, And Lingering Debt Concerns

SS&C Technologies (SSNC) looks undervalued with strong Q2 growth and cash flow despite debt risks.…

DBV Technologies: Regulatory Noise, Commercial Misperception, And A Deep Valuation Gap

DBV Technologies is engaged in a race against the clock to file its first BLA, get it approved, and start commercialization. See why I rate DBVT stock a Buy.…

InvestingPro’s Fair Value spotted Navitas overvaluation before 51% drop

DUSA: Value, Low Volatility Exposure To Weigh On Returns, Hold Rating Maintained

Neutral outlook on Davis Select U.S. Equity ETF (DUSA): why it may underperform IVV through 2026 as growth/GARP regain leadership. Learn more about DUSA ETF here.…

Evaluation metrics for Vercel Flags

Feature flag evaluation metrics now chart evaluations per minute and let you group by variant, reason, environment, and SDK key to verify rollouts…

Intel: Grotesque Valuation

Intel beat Q2 earnings on surging AI data center revenue but foundry losses persist and valuation looks stretched. Click for more on INTC stock.…

AI-Generated Mental Health Advice Misjudged Due To Differences In Stateless Versus Contextual Evaluations

Evaluations of AI dispensing mental health advice are often done in a manner that is radically different from real world usage. I showcase this. An AI Insider scoop.…

Plea in Madras HC seeks constitution of expert committee over evaluation of Assistant Professor aspirants’ exam papers

PIL in Madras HC requests expert committee to ensure fair evaluation of 42,064 Assistant Professor exam candidates' answer scripts.…

The Two Sources of Noise Every LLM Evaluation System Must Handle

LLM evaluation is probabilistic. If you treat your LLM judges like unit tests, you'll chase ghosts. Here is how to separate the two sources of noise and build an evaluation pipelin…

ETB: Discount Appears Attractive, Though Cautious On Broader Equity Valuation (Upgrade)

ETB's 8.15% distribution yield is attractive and tax-efficient, making it suitable for taxable accounts. Read why ETB is upgraded to Buy.…