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Anti-abortion advocates say it’s possible to 'reverse' an abortion. California wants them to stop
A California judge could decide if so-called 'abortion pill reversal' is free speech — or false advertising.
California is failing on homelessness. This Sacramento woman’s struggles show why
Califia Carlisle almost graduated from college. Now, she lives on the streets. Her plight speaks volumes about the state mental health system.
Inside Presley Gerber’s Battle With Mental Health And Addiction Before Death At 27
Presley Gerber, son of supermodel Cindy Crawford and brother of actress Kaia Gerber, tragically passed away at age 27 in a rehab facility in California. He had been open about his struggles with menta...
American Football talks new music as emo band embarks on fall tour
ANAHEIM, Calif. - When American Football frontman Mike Kinsella appears on a Zoom call to discuss th...
Here are seven candidates for song of the summer
These are seven songs that could be song of the summer for 2026. Candidates include artists like Karol G, Olivia Rodrigo and Ella Langley.
Suno made a new AI music model with major labels. Here's what it means
Record labels that sued AI music companies are now licensing them. But payouts are undisclosed, lawsuits continue and musicians ask who benefits.
Largest U.S. survey of Huguette Caland's work arrives at Hammer Museum
The Lebanese-born painter, sculptor and fashion designer Huguette Caland's life was as wild and audacious as her art. A Hammer Museum retrospective unpacks the once L.A.-based artist's remarkable legacy.
Despite court wins, California election war with Trump rages on
L.A. County says it has received federal grand jury subpoenas demanding voter registration information on dozens of individuals the Trump administration suspects may not be U.S. citizens.
Sen. Gary Peters, headed for academia, says he’s confident El-Sayed will win seat
The Michigan Democrat, who is retiring after this term, has accepted an offer at the University of Southern California.
Regional Spotlight: Inglewood's Last Mile
The city of Inglewood has transformed in the past decade into one of Southern California’s premier sports and entertainment destinations. With the World
Semtech Enables 50G Optical Transition for AI-Driven 5G-Advanced
CAMARILLO, Calif.--(BUSINESS WIRE)--Sep 21, 2026--
Presley Gerber, son of model Cindy Crawford, dies at age 27
Presley Gerber, the son of supermodel Cindy Crawford and her husband, Rande Gerber, died Sunday at a rehab facility at age 27, according to the Los Angeles County medical examiner.
Paramount, California AG discuss concessions including $1.5 billion investment, WSJ reports
Sept 20 (Reuters) - Paramount and California's attorney general have discussed a range of concessions in advanced settlement negotiations, including a $1.5 billion investment in production in the
CHOMEX Expands Commercial Focus as Demand Grows for Portable Office Buildings and Mobile Workspaces
United States, September 20, 2026 -- Commercial deployments across Arizona, Texas, Colorado, Nevada and California drive increased focus on por...
Opposition grows to Paramount-Warner Bros. merger settlement as the Hollywood deal enters a critical week
Paramount-Warner Bros. merger deal faces a critical week ahead
1988 Pop Song, Recorded in Berkeley, Became a Career-Defining No. 1 Hit
The completely instrument-free recording turned an acclaimed jazz vocalist into an unlikely pop superstar.
North Bay firms urge Newsom to sign website privacy lawsuit reform bill
Contractors in Sonoma, Marin and Solano counties are among thousands of California small businesses who say website privacy lawsuits are costing them dearly as CIPA litigation reform bill SB 690 awaits Governor Newsom’s action.
Scientists Digitize One of the World’s Rarest Animals Before It Disappears
Researchers have turned a fragile vaquita skeleton into freely accessible 3D models, preserving detailed anatomy as the porpoise nears extinction. Only an estimated handful of vaquitas (Phocoena sinus) remain in the shallow waters of Mexico’s northern Gulf of California, the only place this small porpoise lives. With the species nearing extinction, researchers have created a
California tightens disclosure rules for influencers who post political ads
A new law will allow authorities to impose administrative, criminal and civil penalties on social media users who don’t make clear when they’re paid to post.
Inside Lucas Museum's starry opening party with Oprah, Mark Hamill
The Lucas Museum's opening-night party was packed with as many high-wattage celebrities as your typical Academy Awards bash.
Why Is Elbit Systems (TASE:ESLT) Rebranding Its U.S. Business As Twenty Six Defense?
Elbit Systems (TASE:ESLT) has rebranded its U.S. operating segment as Twenty-Six Defense, targeting the domestic American defense market. The new Twenty-Six Defense banner is intended to highlight U.S. industrial capacity and onshore production for defense customers. Elbit Systems links the rebrand to closer alignment with U.S. national security priorities and government focus on localized manufacturing. The Twenty-Six Defense shift toward a U.S. centric identity is an important context for...
New California law will penalize influencers don't disclose political ads
The new legislation adds teeth to disclosure requirements for online influencers who are paid to post about politics.
New California law will penalize influencers who don’t disclose political ads
The new legislation adds teeth to disclosure requirements for online influencers who are paid to post about politics.
Prop 40 would create a first-in-the-world tax on billionaires
California voters will decide this November on Proposition 40, a proposal to impose a one-time, 5% tax on billionaires living in the state.
California High-Speed Rail watchdog says cash crisis could mean even shorter Central Valley segment
The California High-Speed Rail project is expected to run out of funding by December 2027, and it could mean an even shorter first segment through the Central Valley than what lawmakers and project officials had been planning, according to the project's government watchdog.
How will California's new law restricting social media for kids work?
California will implement a new law in January that bans social media platforms from offering addictive features, such as infinite scroll, autoplay, and algorithm-driven "For You" feeds, to kids under the age of 16.
California Politics 360 full episode | Financial troubles ahead for CA high-speed rail
The project’s watchdog is sounding the alarm that the high-speed rail project could be out of money by December 2027.
Steve Hilton talks tax cuts, DMV overhaul, $3 gas and his other plans for California
Republican candidate for governor, Steve Hilton, was pressed more about his plan to make major tax changes, restructure the DMV, and lower gas prices during a detailed interview on California Politics 360.
Dealroom.co | Terra Behavioral Health makes first acquisition, buying California's Latitude Recovery
What's the deal? Temecula, California-based Terra Behavioral Hea…
Asm. Lowenthal explains his bill reducing addictiveness of social media to teens
(Inside California Politics) — This week on Inside California Politics, fill-in host Eytan Wallace speaks with two political strategists to discuss the California gubernatorial race and recent comments by Gov. Gavin Newsom about his potential run for the presidency of the United States. Then Asm. Josh Lowenthal joins the show to discuss his bipartisan youth […]
Patients who fight health insurance denials often win
New data show how often insurers deny prior authorizations that can stall patients’ care — and how frequently those decisions get reversed.
Technical errors and no tenacity
Since taking charge in 2019, Mikel Arteta has made a point of reiterating how much he values physicality and the demands he puts on his side to win duels. Arteta said he was "extremely disappointed" as his side were "very far" from doing the basics he expected, with uncertainty in defence, a loss of midfield control and lack of attacking creativity. "Sometimes there were some technical errors very much involved that opened us up in a really difficult way, but that's something to learn."
Billionaires abound in California. Why not tax their wealth?
No state may be a more natural fit for a tax on billionaires than California. It leans left and its 250 billionaires are worth nearly $2 trillion. But a ballot initiative to impose a one-time 5% tax might not pass.
Mark Ruffalo urges California AG Rob Bonta not to 'cave' in Paramount-Warner Bros. merger fight
Mark Ruffalo urged California Attorney General Rob Bonta not to cave on settlement talks over the $110 billion Paramount-Warner Bros. Discovery merger.
From Watts to L.A. wildfires: The rise of California's troubled FAIR Plan
As leading insurers have retreated from California, one carrier has stepped in to fill the gap.
'Trespasses' review: Come for the romance, stay for the historical drama
This adaptation of Louise Kennedy's 2022 debut novel on PBS follows a clandestine affair between a young Catholic schoolteacher and a Protestant barrister during the Troubles in Ireland.
Texas candidate's racist post shows what's wrong with politics
The bigoted Bo French is running for railroad commissioner. His racist social media post drew scathing condemnation, though not from Gov. Greg Abbott or the ethically bankrupt Senate nominee Ken Paxton.
California Republicans walk tightrope as Trump jumps into campaigning
California Republicans running in the state's most competitive House races are appearing to keep some measure of public distance from Trump ahead of the Nov. 3 election.
UFC 331 Bonuses Revealed After Violent Event
Following Saturday’s UFC 331 event, the promotion revealed who won the post-fight bonuses following a violent card. UFC 331 took place on Saturday, September 19, at Crypto.com Arena in Los Angeles, California. Below are all the bonus winners for the latest UFC event. Fight of the Night ($100,000 to each fighter): Joshua Van vs. Alexandre […] The post UFC 331 Bonuses Revealed After Violent Event appeared first on HEAVY.
Sooo ... About Last Night
Last night (Sat., Sept. 19, 2026), Ultimate Fighting Championship (UFC) ventured forth to Crypto.com Arena in Los Angeles, California for UFC 331. In the main event, Alexandre Pantoja returned from nearly a year on the sidelines to challenge Joshua Van, the man who broke his arm in their controversial UFC 323 bout. In addition to […]
Alameda County health authorities alert of possible measles exposure
State and Bay Area health officials warned of a possible measles exposure Friday after a person infected with the disease traveled by train from the Midwest through California.
Congo begins Ebola vaccinations for health workers
Congo has begun vaccinating healthcare workers against Ebola in Bunia, the epicenter of the fastest-growing outbreak of the disease in history.
California health officials warn of possible measles exposure on Amtrak trains
California Cracks Down on Influencers’ Undisclosed Political Ads
Under a new law, creators could face fines of $5,000 per post if they don’t disclose that they were paid to make political content.
Voting groups say funding shortfall could affect midterm turnout
Several of the nation’s largest voter engagement and racial justice organizations are facing steep funding shortfalls and staffing cutbacks
Health officials warning people about measles exposure across 6 counties in CA: Here's what we know
Health officials are warning about a possible measles exposure across California including in the Bay Area. A person with measles who was unvaccinated traveled around the state in trains and buses, ac...
Health officials warning people about measles exposure across 6 counties in CA: Here's what we know
Health officials are warning about a possible measles exposure across California including in the Bay Area. A person with measles who was unvaccinated traveled around the state in trains and buses, according to health officials.
California warns of measles exposure in six counties from unvaccinated train passenger
Health authorities work to notify people who were exposed to person who traveled through at least six counties
Newsom signs California's first standalone post-production tax credit
Gov. Gavin Newsom signed AB 2319, California's first standalone post-production tax credit, offering 35% to 50% back to lure editing, sound and VFX work home.
DNA Has a Four-Letter Alphabet. Scientists Just Expanded It to Eight
Researchers showed how a natural bacterial enzyme can accurately transcribe DNA containing four extra genetic letters. Life uses a four-letter DNA alphabet, but could its genetic machinery read a larger one? Researchers at the University of California San Diego have shown that RNA polymerase, the enzyme that copies DNA instructions into RNA, can accurately transcribe
Phoenix Suns Insider Provides More Insight on Duop Reath Signing
Discover how a clever contract technicality allowed Phoenix to secure the versatile big man with little risk, bolstering frontcourt depth while preserving crucial roster flexibility.
One Foot Down Reacts: We Like The Lines
With under nine hours to tonight’s kick, let’s take a quick peek at our weekly survey question at One Foot Down. If Notre Dame is going to be a championship caliber team, it’ll be on the backs of guys like linebacker Jaiden Ausberry, defensive end Bryce Young, safety Adon Shuler and linebacker Drayk Bowen. This […]
Kennedy tells antivaccine activists they have a friend in White House
Health and Human Services Secretary Robert F. Kennedy Jr. tells antivaccine activists from an organization he once chaired that they have a friend in the White House.
New laws trigger a fresh legal fight over Nazi-looted art in Los Angeles and Auschwitz museums
Jewish heirs of Holocaust victims have filed lawsuits in California to reclaim Nazi-looted paintings from museums in Los Angeles and Poland.
Endorsement: Prop 44 uses vulnerable patients as cannon fodder
OPINION: On its surface, everything about Prop 44 on California’s November ballot looks appealing. But you don’t have to dig deep to spot the farce, the Chronicle’s editorial board writes.
Efforts to silence 'NAZA' filmmakers, Macklemore only amplifies them
“NAZA” may not need a robust marketing plan if the Israeli government continue to condemn the film. Censorship, and worse, are the surest way to elevate an artist and their work. Just ask Macklemore.
California entrepreneur warns billionaire wealth tax could trigger 'giant sucking sound' of business exits
Eric Schiffer warns California's Proposition 40 wealth tax could trigger a mass exodus of billionaire entrepreneurs, draining jobs and tax revenue.
Commentary: Raise taxes on billionaires federally, not state by state
I favor higher taxes on the ultra-wealthy. But I worry that California’s proposed tax on billionaires will inflict lasting damage on the economy and undermine the state’s status as a
Lucas: Gavin Newsom playing a losing political hand
Did California Gov. Gavin Newsom peak too soon?
Fragomen - A World of Difference in Immigration - Immigration attorneys, solicitors, and consultants worldwide
The California Minority Counsel Program's annual business conference brings together law firm partners, corporate counsel and public sector leaders for discussions on leadership, business development…
California health department notifies of measles exposure from unvaccinated Amtrak passenger
The California Department of Public Health (CDPH) is urging residents to get their measles vaccination after notifying the public of an exposure from an Amtrak passenger who traveled on the rail syste...
California health department notifies of measles exposure from unvaccinated Amtrak passenger
The California Department of Public Health (CDPH) is urging residents to get their measles vaccination after notifying the public of an exposure from an Amtrak passenger who traveled on the rail system's train and Thruway bus service in six different counties earlier this month.
Converse apologizes after ad is slammed for imagery likened to KKK
The popular sneaker brand Converse has apologized and pulled a controversial ad condemned by social media users who said it evoked Ku Klux Klan imagery.
Person with measles rode Amtrak trains and buses across CA, health officials say
The California Department of Public Health said the unvaccinated passenger stopped at six California stations, including downtown Sacramento.
Frankie Muniz says he's living a 'nightmare' in wake of divorce
Frankie Muniz says he's living a nightmare he wants to wake up from following the announcement of his split from wife Paige Price. In July, the two announced they were ending their marriage after seven years.
California entrepreneur warns billionaire wealth tax could drive business leaders out of state
Entrepreneur Eric Schiffer discusses the potential economic consequences of California’s Proposition 40, including concerns that the proposed one-time 5% wealth tax could push wealthy residents and entrepreneurs to leave the state.
Piccalilli conference blends creativity and business
PARKERSBURG — Artists explored the business of art while making time to create Friday during the fifth Piccalilli Arts Conference at the Parkersburg Art Center. Seventy people registered for the conference, which offered nine workshop options along with lunchtime activities, breakfast and a catered lunch, said Jessie Siefert, the art center’s managing director and education […]
$1 Million Fellowship in Coffee Science Established at UC Davis
The Specialty Coffee Association, or SCA, and the University of California, Davis, announced the establishment of the Specialty Coffee Association Endowed Fellowship in Coffee Science, made possible by a $1 million gift from the SCA to support graduate coffee research at the UC Davis Coffee Center, a center of excellence in the College of Engineering.
Paramount and California AG Bonta Reportedly Closing in on a Settlement
Per the Wall Street Journal, the two sides are in "advanced talks" to resolve the case.
Kim Kardashian's scary diagnosis. What is esophagitis?
Kim Kardashian reveals she has been diagnosed with esophagitis in a new trailer for "The Kardashians." The condition, left untreated, can lead to the same cancer that killed her dad.
Fresno unemployment rises to 7.8% in August
Fresno County unemployment rose to 7.8% in August as Valley rates remained above California’s average. See how local counties and jobs compare.
'The Ford/Hill Project' review: Anita Hill, Christine Blasey Ford testify
In 'The Ford/Hill Project,' a new docudrama created by Elizabeth Marvel and director Lee Sunday Evans now at REDCAT, the Senate testimonies of Anita Hill and Christine Blasey Ford are entwined to throw into relief enduring political patterns.
Even the RTX 5090 can't hit 60FPS in Control Resonant without upscaling
TechPowerUp testing shows Control Resonant can drop the RTX 5090 to 48 FPS at native 4K with ray tracing, making upscaling essential.
California Gov. Gavin Newsom inks AI oversight executive order to improve safety ‘before it’s too late’
Newsom is the latest Democrat and potential White House contender to call for regulation of AI amid concerns over the rapidly advancing technology.
California governor signs order pushing for an AI ‘kill switch’
California Gov. Gavin Newsom, a likely 2028 presidential contender, said he had to act because the federal government hasn’t done enough to regulate AI.
NASA spacecraft discovers a huge new crater on the moon
Scientists have discovered a crater on the moon that's bigger than the Roman Colosseum, the result of a powerful impact two years ago.
It's the end of the world as Chat Pile knows it
Vocalist Raygun Busch on the band's new album, Dave Matthews, political music, and being "as blunt as possible."
Eureka Ergonomic Launches Commercial Space Business and New B2B Platform
Los Angeles, California, Sept. 18, 2026 (GLOBE NEWSWIRE) -- Eureka Ergonomic officially announces the launch of its commercial space business, a...
Disney names first-ever chief technology officer
Walt Disney Co. has named Karandeep Anand as the company's first-ever chief technology officer, a role that underscores the company's focus on tech.
9 best movies of TIFF 2026: 'River,' 'Misty Green,' ''The Debut,' more
Julianne Moore, Kate and Rooney Mara and Amanda Seyfried captivated in their showcases, while more young horror directors continue to rise worldwide.
Sacramento receives $6 million state grant for cannabis enforcement, public health and youth programs
The City of Sacramento has received $6 million in state funding to expand efforts to address illicit cannabis activity while supporting public health education and youth development programs. The Sacramento City Council on Tuesday authorized the City to accept the Proposition 64 Public Health and Safety Grant from the California Board of State and Community […]
Southern California University of Health Sciences Earns 2026 Great Colleges to Work For Honor Roll Distinction for Fourth Consecutive Year
/PRNewswire/ -- Southern California University of Health Sciences (SCU) has been named a 2026 Great College to Work For® and earned elite Honor Roll...
California is not a good place to grow a business: Joel Pollak
California Post opinion editor Joel Pollak discusses California Attorney General Rob Bonta blocking the Paramount merger and analyzes Governor Gavin Newsom's handling of wildfires.
Engrams Embedding Entendre: Codesign for Efficient DRAM/SSD Offloading
Engram extends standard token embeddings with learned multi-token lookups. Recurring local patterns retrieve vectors directly, reducing the need to reconstruct them through attention and feed-forward layers. With Engram model architecture optimization, it allows for lower HBM capacity to be needed for models at the same quality. This does not mean there won’t be an insane demand for HBM but it just means that model architecture will continue to innovate around constraints. This model architecture design is naturally codesigned for parameter offloading: each token accesses a few embedding rows whose addresses depend on token IDs, not hidden states. The runtime can prefetch those rows from host DRAM while earlier layers compute, keeping the table outside HBM without transferring entire weight matrices. Our Memory model contains our latest estimates of quarter by quarter HBM, DRAM, & NAND supply and demand. Offloading frees HBM for model weights and KV cache, potentially supporting larger batches or more concurrent sessions. When DRAM becomes the next constraint, NVMe offers another tier. Recommendation systems already cache frequently or recently accessed embedding rows in faster memory while backing colder rows with SSDs. After NVIDIA roadmap had to change due to massively despec’ing Rubin Ultra from 1024GB to now ~200GB of HBM per chip, model architecture optimizations like emgram maybe helpful. Our DeepSeek-V4.1-Flash configuration uses roughly 189 GiB of memory for Engram. We replace it with a memory-mapped (mmap) file and measure serving performance with offload to SSD. Later on in our report, we will show our Engram offloading experiments along with the official InferenceX agentic inference serving results on Engram models like DeepSeekv4.1 Flash across all 6 NVIDIA GPU SKUs along with MI355X. Unsurprisingly, the CUDA Moat is still mogging MI355X on the ultra popular DeepSeekV4.1 Flash model. We also show how even on high capacity HBM SKUs, offloading emgrams to DRAM could result in even better performance for most of the pareto than keeping the emgram in HBM. Our benchmark has been widely reproduced, validated and/or supported by almost every major buyer of compute from Google Cloud to Microsoft Azure to Oracle, to Meta and many more. Furthermore, it has the support of the ML community including from vLLM, LMCache, SGLang, PyTorch, Huggingface and the support of major labs like OpenAI, MiniMax, ZAI, Qwen, Moonshot Kimi, etc. Star the InferenceX GitHub repository if you find the open-source benchmark and data useful!. InferenceX is the only inference benchmark in the world to have TPUv7, Jalapeño, Nvidia Rubin NVL72, AMD, and soon, SambaNova and Trainium. Due to how realistic AgentX scenario is to real world agentic inference workloads, AMD has committed to collaborating on MI455X UALoE72 too. DeepSeek did not release the original paper’s two trained Engram models. We replicated its setup on fineweb-edu using the released code and training hyperparameters, at an estimated 6E18 FLOPs per run. We observed the same U-shape scaling: Engram improved performance over pure MoE baselines. We also reproduced DeepSeek’s results, where earlier-layer representations with Engram resembled those of later layers. Like the original Engram paper, it is possible to probe Engram’s gate scores to see what n-grams DeepSeek-V4.1-Flash makes the most use of. Our gate scan finds names, code fragments, relational phrasing, and boilerplate. These examples prioritize interesting-ness over gate strength. One unexpected result was Wright : Ace Attorney. These examples suggest learned memory optimizes the training objective, not a judgment of which facts deserve storage. Licenses, bibliography fragments, API scaffolding, and website furniture can provide prediction shortcuts, so the value of additional Engram capacity may depend on what survives data preparation. This does not show that table capacity is “wasted”: the evaluation-corpus scan establishes neither training exposure nor the capacity occupied by each category. For offloading, strong gates do not identify cache-hot rows. Low gates do not automatically save reads either: computing the gate requires the retrieved key and undoes the performance gain of a fused kernel. Skipping reads would require a separate usefulness predictor before retrieval. In the original paper’s inference-time ablation, factual-knowledge benchmarks retained just 29–44% of their original performance, while reading comprehension retained 81–93%. This is due to the training–inference mismatch. The resulting degradation therefore measures this trained model’s dependence on Engram, not the performance difference between models trained with and without it. In our ablations, suppressing Engram worsens token likelihood across all evaluated domains, especially encyclopedia text and several code corpora. Surprisingly, GSM8K accuracy stays within measured run-to-run variation and removing Engram has no effect. Engram is not a detachable dictionary beside an unchanged MoE. Removing it changes downstream features and expert selection. We tested whether rerouting hurts or compensates by holding tokens fixed in a teacher-forced experiment on CRUXEval, a code-reasoning benchmark of small Python functions where the model predicts a function’s output from its code and an input, and scoring the reference answer. Removing Engram raised answer loss from 0.2848 to 0.3093 bits/token. Forcing the ablated model to use the original Engram-on expert choices made it worse still, at 0.3375 bits/token. Rerouting partially compensates for the missing memory. Memory features and expert selection work together, rather than following a clean “memory stores facts; experts reason” division. On the same CRUXeval, removing Engram during either phase reduced accuracy and increased generated tokens; removing it throughout produced the largest changes. Keeping Engram for prefill leads to more correct answers than keeping for decode likely due to semantically richer KV cache transferred to decode workers, allowing it to mitigate some of the performance loss. Engram’s table is large, but each lookup is small. DeepSeek-V4.1-Flash requests 24 rows at each of two Engram layers, about 12.4 KiB per processed token position across the model, or 3.1 KiB per GPU when split across four GPUs. Currently as of Day 7 since Model Release, MI355X is still 2-4x worse performance per dollar compared to B200 even when normalized by Mi355X’s lower TCO. Our full total cost of ownership breakdown comes from our AI Cloud TCO Model along with monthly market surveys of over 100+ gpu clouds & gpu cloud customers. On the Day 0 release of DeepSeekv4.1 Flash, NVIDIA vLLM works out of the box with zero issues across all 6 SKUs: H100, H200, B200, B300, GB200, GB300! This was thanks to the amazing work by the NVIDIA & Interact teams! In comparison, AMD vLLM did not work on day 0 for DeepSeekv4.1 Flash.Source: SemiAnalysis InferenceX AMD’s vLLM documentation points to using vllm/vllm-openai-rocm:deepseekv41-flash-0909, but from hour 0 of the model release to hour 23, AMD has not publicly released the image. AMD claims, “SPEED IS THE MOAT,” yet it has still not released it by the 23rd hour. We wish that, going forward, the AMD team has a better process for hour 0 model releases. Eventually when they did publicly release for “day 0” image support, performance-wise, it is currently up to 14.8x worse perf per dollar than H200 and up to 42x worse perf per dollar than B200/B300. The power of the CUDA MOAT is NVIDIA’s collaboration with its massive 6 million-developer community ecosystem including most of the vLLM & SGLang & Tokenspeed maintainers which means that CUDA is optimized on day 0. Overall, AMD did make significant improvements but the performance per dollar is still currently 2-4x worse than B200. AgentX Engram DRAM Offloading Improving Performance The HBM and DRAM offload use the same GPU kernel to select and dequantize rows. With HBM, it reads GPU memory; with Unified Virtual Addressing (UVA), it reads pinned host memory directly. Both support full decode graphs. Moving the table into HBM accelerates only the sparse lookup, leaving decoder computation and communication unchanged, resulting in little overall benefit while consuming memory otherwise available to KV cache. Another benefit of Engram offloaded to DRAM which means you can reduce the communication overhead by using less HBM GPUs per replica. For example, when enabling Engram offloading on B300, we are able to switch from TP4 to now TP2 which improves the pareto curve by up to 1.6x. When iso-model quality, less HBM is required as the engrams could be offloaded to host DRAM. Thus HBM bandwidth matters way more than HBM capacity. For inference workloads where memory bandwidth matters the most, 4-hi HBM provides the best $/bandwidth and therefore lowest cost per token. If China continues to make more and more revolutionary model architecture innovations, soon it could potentially 0Hi HBM stacks. [ ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) [ Long Live the Short King: Why 4-hi HBM Wins ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Myron Xie, Bryan Shan, and 3 others · Sep 13 [ Read full story ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Moreover, on B300 and week-0 stack, moving the Engram table back to HBM did not improve results and stay within run-to-run variance. This is a result of the work optimizing DRAM offload, such as async, and overlap. SSD Offloading On B200, we created a unoptimized vLLM fork and stored the Engram tables in memory-mapped files on local SSDs. File backing lets the OS reclaim table pages when other applications need RAM. Pages already cached in memory can be served without reading the SSD again. Furthermore, note that we were unable to turn on GDS The unoptimized SSD implementation changes how rows reach the GPU. It copies row IDs to the CPU, deduplicates them, gathers the requested rows into pinned buffers, copies those rows back to the GPU and dequantizes them. This work runs between segments of the GPU execution graph. Native UVA performs row selection and dequantization directly on the GPU, avoiding the CPU round trip. A warm filesystem cache removes physical SSD reads, but leaves the coordination, row gathering and transfers. This is why a file already cached in RAM can still perform worse than a pinned DRAM table. The comparison measures the whole serving path; it does not separate the time spent on each of these operations. B200 DRAM dominates both measured SSD serving curves in total tokens per dollar and P90 interactivity. Near 125 tokens/s/user, DRAM delivers 121 million total tokens per dollar versus 52 million for SSD. For production serving, SSD offloading is likely not worth the tradeoff. On the B200 configurations we measured, SSD offloading loses on both measures: every observed SSD point has a DRAM alternative that delivers higher P90 interactivity and more total tokens per dollar. The only points where Cheaper storage does not automatically produce a cheaper inference service. Moving Engram to SSD leaves the same four expensive GPUs and the rest of the server in place. Reclaiming RAM only creates an economic benefit if it enables a cheaper server configuration or additional useful capacity. The current unoptimized path provides neither benefit, and the filesystem cache still consumes RAM when table pages are resident. Next we will look at the mechanisms and specific implementation of ngrams from DeepSeekv4.1 Flash, LongCat, Qwen3.8 Flash Next.
Attorney General Blanche's appearances at political events blur Justice Department boundaries
Atty. Gen. Todd Blanche took the stage this week at an event for a Republican Senate candidate in North Carolina days after speaking at a GOP midterm convention, where he praised President Trump and touted the administration's tough-on-crime approach.
Chico entertainment zones not ready despite ordinance taking effect
CHICO, Calif. - An ordinance allowing entertainment zones in Chico where people can move from business to business with alcoholic drinks takes effect on Friday, September 18. But the zones are not yet operational.The ordinance was approved August 18, with the effective date set for 30 days. City officials said they hope to have the zones up and running this fall, but an exact date isn't set. The city is working with the Chamber of Commerce, Meriam Park and the Downtown Chico Business Association on details like approved containers and wristbands.The city is also installing signs that show the boundaries of the entertainment zones. Once operational, the zones will allow customers 21 and over to buy alcoholic drinks from participating businesses and carry them within the boundaries from 10 a.m. to 10 p.m.
California health clinics accuse influential union and its leader of racketeering in civil lawsuit
The California Primary Care Assn. filed a lawsuit in federal court Friday accusing SEIU United Healthcare Workers West and its president, Dave Regan, of advancing and then offering to call off a punitive ballot measure in exchange for unionizing 25,000 industry workers.
How good is senior healthcare in California? See latest state rankings
Medicare Guide rated the best — and worst — states for health insurance for older adults.
Gears Of War: E-Day Defies Unreal Engine 5 Expectations, As 4K@60FPS Needs An RTX 5070 Ti Instead Of Flagship GPU
Gears of War: E-Day PC system requirements reveal tame Ultra specs for 4K 60 FPS with upscaling on Unreal Engine 5
Column: The cruel politics that pit struggling Americans against each other
Whether it’s race, geography, neighborhood … it doesn’t really matter what divides, so long as the poor lack compassion for one another.
Dhani Harrison and Nigel Godrich on their trippy new band Dragonflies
Pals since their days living in L.A. in the early 2000s, the two English musicians have a new group called Dragonflies.
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Rosalind Ashford, original Martha and the Vandellas singer, dies at 83
Rosalind Ashford, the soprano behind Motown hits including “Dancing in the Street” and “Heat Wave,” has died. She was 83.
Sharks sign coach Ryan Warsofsky to multi-year contract extension
SAN JOSE, Calif. — The Sharks’ Ryan Warsofsky, the NHL’s youngest coach who has helped orchestrate a turnaround for the franchise during his two seasons as its head coach, has
El Niño-driven Kelvin wave could raise Bay Area sea levels by up to 1 foot, scientists say
A little-known ocean phenomenon linked to El Niño is making its way toward California and could raise Bay Area sea levels by as much as a foot this fall, increasing the risk of coastal flooding across the region. Here's what to know about Kelvin waves.
Game 153: Twins at Angels
Just one of those late-season trips to California to play other crappy teams.
Chris Brown speaks up after politician walks back public recognition
On Sept. 12, U.S. Rep. Jasmine Crockett and Texas Rep. Venton Jones honored Chris Brown and Usher during their concert in Arlington, Texas. The incident sparked public backlash because of Brown’s history of domestic violence.
The Business Journal launches redesigned website
TheBusinessJournal.com has a new look, expanded local coverage and more business intelligence for readers across California’s Central Valley.
Silicon Valley spa was a brothel, and business was brisk, D.A. says
A Cupertino massage spa has been busted for allegedly providing sexual services to about 30 customers daily, authorities said.