60 stories tagged with #reward, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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KV-PRM: Efficient Process Reward Modeling via KV-Cache Transfer for Multi-Agent Test-Time Scaling
arXiv:2607.09153v1 Announce Type: new Abstract: Process Reward Models (PRMs) have been proven to be highly effective in guiding test-time scaling (TTS) methods, which significantly…
Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading
arXiv:2607.08964v1 Announce Type: new Abstract: AI agents have become capable of autonomously completing short, well-specified tasks. However, existing terminal benchmarks largely …
Multimodal Reward Hacking in Reinforcement Learning
Reinforcement learning (RL) is increasingly used to align multimodal large language models (MLLMs), but higher rewards do not always imply better task performance. This risk is amp…
Reward Transport: Property Control in Flow Matching via Noise-Space Alignment
The coupling in flow matching -- the rule pairing noise vectors with data points -- is typically treated as a computational choice. We show that this coupling can instead serve as …
AlphaZero in Sparsely Rewarded Games: Limits and Auxiliary Supervision
AlphaZero has demonstrated that a neural-guided Monte Carlo Tree Search can achieve superhuman performance, but strong play does not necessarily imply perfect play. We study this g…
Correlation-Aware Contextual Bandits with Surrogate Rewards for LLM Routing
We study contextual bandit problems with correlated arms and access to surrogate reward signals produced by a machine learning model, motivated by applications such as large langua…
Keir Starmer’s Downfall Is the Only Reward for Simpering Centrism
As head of Labour, Starmer served his role ignobly: weeding out the Left and paving the way for the far right. The post Keir Starmer’s Downfall Is the Only Reward for Simpering Cen…
Reward hacking is swamping model intelligence gains
On SWE-bench Pro, 63% of successful Opus 4.8 Max resolutions retrieved the fix rather than derived it. Stricter eval harnesses show how benchmark scores can conflate coding ability…
The Verification Horizon: No Silver Bullet for Coding Agent Rewards
arXiv:2606.26300v1 Announce Type: new Abstract: A classical intuition holds that verifying a solution is easier than producing one. For today's coding agents, this intuition is bei…
Starbucks fans appalled as new rewards card costs over $1,400 per year: ‘Insane scam’
Bottoms up and dollars out if you want to reap the rewards of the new Starbucks Reserve card.…
Ricardo Pepi rewarding USMNT’s World Cup trust after injury struggles
In part due to injuries, the 23-year-old had struggled to leave much of an impression with the national team under Pochettino, aside from a strong performance against Jamaica in th…
A PwC study suggests that AI is rewarding companies that use it to enhance human skills, while leaving further behind those that use it merely to cut costs (Saritha Rai/Bloomberg)
Saritha Rai / Bloomberg : A PwC study suggests that AI is rewarding companies that use it to enhance human skills, while leaving further behind those that use it merely to cut cost…
Overdue Invoices: The Privilege of Working on Barack's Borg Cube Should Be Reward Enough
Maybe they can gild those invoices, huh?…
Derrick Henry's foundation rewards hometown youth with scholarship
Derrick Henry recently honored a deserving student through his Two All Foundation.…
Elon Musk’s Reward For Calling For A Race War? Becoming A Trillionaire.
British Labour Party leadership accused Elon Musk of inciting violence on social media ahead of massive ongoing white supremacist, anti-immigration riots centered in Belfast, North…
Lowe’s Promo Codes and Deals: Up to $300 Off Appliances
Find the latest Lowe’s promo codes and offers, including up to $300 off select major appliances and $5 off $50 with sign-up, here at WIRED.…
The work has never stopped for Karl-Anthony Towns — and Knicks are getting rewarded
There was nobody left to impress.…
Audible Rewards is here, providing major perks to audiobook lovers
Audible Rewards is now live to US members.…
Bank Stress Tests Are Coming in Late June. These Big Banks Could Reward Shareholders Next.
Covista: Not A Clean Story, But The Risk/Reward Has Improved (Rating Upgrade)
Covista demonstrates stabilization, with Q3 FY2026 revenue up 4.5% and positive enrollment trends. Click here to read more on the CVSA stock.…
Expert Witness Side Gigs: Good Pay, Rewarding Work
Expert witness work includes chart review and court appearances. It can pay handsomely and some physicians find it intellectually engaging. Is it right for you?…
All Black Ops 7 Ranked Play Season 4 rewards and Skill Rating changes
The Best Open Source Alternative to Rewardful: Why Self-Hosting Wins
Rewardful starts at $49/month. That's before a single affiliate has driven a single dollar of...…
voo vs. voo/vxus - is voo higher risk, but higher reward?
I'm missing out on rewards opportunities
General Motors: The Most Attractive Risk-Reward In Large-Cap Autos
GM stock looks undervalued at ~6x forward earnings. See fair value $90–$100, buyback-driven upside, EV strategy shift, and key risks—read now.…
50+ places to get birthday freebies: Treat yourself to all the free stuff on your special day
With these freebies, you'll be celebrating your birthday all month long.…
When loyalty is rewarded: Top earners who stay in their jobs get much larger pay increases than those who switch
The benefits of job hopping may be slowing down, but it still can pay off for younger workers.…
All FC 26 1 of 10 Historical Player Pick SBC rewards
From the archives…
‘The banks will not accept it’: Dimon escalates battle over stablecoin rewards in CLARITY Act debate
JPMorgan CEO Jamie Dimon criticized Coinbase CEO Brian Armstrong and warned the current CLARITY Act framework could ultimately fail, as banks and crypto firms clash over whether st…
All Prime Heroes event rewards in FC 26 and how to get them
Free Heroes yeaahhh!…
NBA-style draft relegation wouldn't be a bad idea for the NFL, because perennially bad teams shouldn't be rewarded
The NFL Draft is set up to reward the worst teams, but maybe that should change.…
The NBA Finals are a reward for long-suffering Knicks fans — and this broadcaster
ESPN’s Mike Breen, a New York Knicks fan who has called games for more than two decades, said he would “be lying if I didn’t say there are emotions.”…
Trump, Jr. Reaps the Rewards Of Crony Capitalism
About three months before the Pentagon announced plans to lend money to Vulcan Elements, Trump Jr.’s venture capital firm took an undisclosed stake in the company.…
Frances Tiafoe rewards fan for returning racket after wild French Open celebrations
Tiafoe had misplaced his equipment during the melee that followed his win over Hubert Hurkacz…
Michael Dell courted Trump early. His company has reaped rewards
The dynamic is emblematic of how business is seeking to sow favor with the president in his second term, and has departed from the norms of big business philanthropy.…
Thanks to Claude Code I (a coding amateur) was able to build Questboard, a family RPG style chore-board for our tablet wall display. Complete chores to defeat the monster before midnight to earn gold, or it fights back. Spend gold in the reward shop on treats you've agreed on as a family
The market keeps rewarding everyone except me… 🙆♂️
NBA's new lottery system strips worst teams of top draft odds, but may reward calculated mediocrity
The NBA Board of Governors approved a dramatic draft lottery reform designed to combat tanking, but the new system may simply redirect the incentives.…
Caesars Entertainment: Fertitta's Buyout Is Fair But Unrewarding
Caesars Entertainment received a buyout offer from Fertitta Entertainment; the bid is a result of lengthy negotiations. Read more on CZR stock here.…
Are loyalty programs becoming more annoying than rewarding?
Travel redemptions are great but financial rewards quietly deliver more value
Using your points to pay down your mortgage or boost your RRSP can deliver a return five to 10 times higher than a cheaper flight or discounted hotel…
All FC 26 Lasting Legacy objective rewards and tasks
Lots of shiny items!…
Government to offer cash reward for information on Haymanut Kasau in long-delayed public campaign
The campaign is expected to appear on billboards and social media, along with the cash reward for anyone who provides information leading to her location.…
Posters for missing Toronto Jewish teenager torn down, $25,000 reward offered for her return
"When a family is desperately trying to find their child, this kind of behavior should concern every person in our city," said family spokesperson Maureen Leshem.…
Chargers reward Derwin James with new contract extension
The Sporting Tribune's Fernando Ramirez writes about the Chargers giving Derwin James a contract extension.…
This tiny desktop miner gives you a shot at Bitcoin block rewards for life for under $50
Plug it in, walk away, and let it play the Bitcoin lottery for you.…
Bank of Scotland rewards Scott McTominay’s World Cup qualifier heroics with a limited edition note
Bank of Scotland has paid tribute to Scott McTominay after his Scotland overhead kick helped secure their return to the 2026 FIFA World Cup. It was a moment that already felt bigge…
Commissioner rewards special team for quickly rescuing abducted girl baby
Chennai police commissioner honors team for swiftly rescuing an abducted baby girl within five hours of her kidnapping.…
ChatGPT might be quietly rewarding people who know how to think clearly — these prompts can help
Users getting the best AI responses tend to communicate differently…
Monzo spends heavily on ‘refer a friend’ rewards to boost market share
LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition
The evolution of Large Language Model (LLM) reasoning is bottlenecked by the scarcity of high-quality process data. While self-alignment via endogenous rewards offers a solution, m…
High Variance High Reward Bet Against Value Lock [D]
Ty Simpson Is Determined to Reward Rams for Taking Him No. 13 Overall
The Los Angeles Rams received some criticism for drafting quarterback Ty Simpson with the No. 13 pick in the 2026 NFL Draft. But Simpson is not focused on those outside opinions an…
Circle CEO discusses stablecoin rewards amid GENIUS Act constraints
Circle CEO Jeremy Allaire says stablecoins need transaction-based rewards, not yield, as the GENIUS Act bans direct interest payments to holders.…
Understanding Reinforcement Learning with Human Feedback Part 5: Training the Reward Model with Loss Functions
In the previous article, we created a reward model. In this article, we will continue exploring how...…
All FC 26 Ultimate Gauntlet 18 rewards and tasks
GOAT-ezka is here!…
My LLM optimization loop reward-hacked its own benchmark (and other lessons) [pdf]
Contribute to CodeReclaimers/bishop-loop-experiment-3 development by creating an account on GitHub.…
'Too big to stop': Young American men are flocking to prediction markets to take big risks on even bigger rewards
AFX Launches Mainnet Points Program to Reward Real Traders, Liquidity Providers, and Communities - Morningstar
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…